Статті в журналах з теми "Sliding-Window fMR image reconstruction"

To improve the spatial resolution of reconstructed images/videos, this paper proposes a Superresolution (SR) reconstruction algorithm based on iterative back projection. In the proposed algorithm, image matching using critical-point filters (CPF) is employed to improve the accuracy of image registration. First, a sliding window is used to segment the video sequence. CPF based image matching is then performed between frames in the window to obtain pixel-level motion fields. Finally, high-resolution (HR) frames are reconstructed based on the motion fields using iterative back projection (IBP) algorithm. The CPF based registration algorithm can adapt to various types of motions in real video scenes. Experimental results demonstrate that, compared to optical flow based image matching with IBP algorithm, subjective quality improvement and an average PSNR score of 0.53 dB improvement are obtained by the proposed algorithm, when applied to video sequence.

Satellite remote sensing can be used effectively with a wide coverage and repeatability in large-scale Arctic sea-ice analysis. To produce reliable sea-ice information, satellite remote-sensing methods should be established and validated using accurate field data, but obtaining field data on Arctic sea-ice is very difficult due to limited accessibility. In this situation, digital surface models derived from aerial images can be a good alternative to topographical field data. However, to achieve this, we should discuss an additional issue, i.e., that low-textured surfaces on sea-ice can reduce the matching accuracy of aerial images. The matching performance is dependent on the matching cost and search window size used. Therefore, in order to generate high-quality sea-ice surface models, we first need to examine the influence of matching costs and search window sizes on the matching performance on low-textured sea-ice surfaces. For this reason, in this study, we evaluate the performance of matching costs in relation to changes of the search window size, using acquired aerial images of Arctic sea-ice. The evaluation concerns three factors. The first is the robustness of matching to low-textured surfaces. Matching costs for generating sea-ice surface models should have a high discriminatory power on low-textured surfaces, even with small search windows. To evaluate this, we analyze the accuracy, uncertainty, and optimal window size in terms of template matching. The second is the robustness of positioning to low-textured surfaces. One of the purposes of image matching is to determine the positions of object points that constitute digital surface models. From this point of view, we analyze the accuracy and uncertainty in terms of positioning object points. The last is the processing speed. Since the computation complexity is also an important performance indicator, we analyze the elapsed time for each of the processing steps. The evaluation results showed that the image domain costs were more effective for low-textured surfaces than the frequency domain costs. In terms of matching robustness, the image domain costs showed a better performance, even with smaller search windows. In terms of positioning robustness, the image domain costs also performed better because of the lower uncertainty. Lastly, in terms of processing speed, the PC (phase correlation) of the frequency domain showed the best performance, but the image domain costs, except MI (mutual information), were not far behind. From the evaluation results, we concluded that, among the compared matching costs, ZNCC (zero-mean normalized cross-correlation) is the most effective for sea-ice surface model generation. In addition, we found that it is necessary to adjust search window sizes properly, according to the number of textures required for reliable image matching on sea-ice surfaces, and that various uncertainties due to low-textured surfaces should be considered to determine the positions of object points.

Polarimetric synthetic aperture radar (PolSAR) image classification has become more and more widely used in recent years. It is well known that PolSAR image classification is a dense prediction problem. The recently proposed fully convolutional networks (FCN) model, which is very good at dealing with the dense prediction problem, has great potential in resolving the task of PolSAR image classification. Nevertheless, for FCN, there are some problems to solve in PolSAR image classification. Fortunately, Li et al. proposed the sliding window fully convolutional networks (SFCN) model to tackle the problems of FCN in PolSAR image classification. However, only when the labeled training sample is sufficient, can SFCN achieve good classification results. To address the above mentioned problem, we propose adversarial reconstruction-classification networks (ARCN), which is based on SFCN and introduces reconstruction-classification networks (RCN) and adversarial training. The merit of our method is threefold: (i) A single composite representation that encodes information for supervised image classification and unsupervised image reconstruction can be constructed; (ii) By introducing adversarial training, the higher-order inconsistencies between the true image and reconstructed image can be detected and revised. Our method can achieve impressive performance in PolSAR image classification with fewer labeled training samples. We have validated its performance by comparing it against several state-of-the-art methods. Experimental results obtained by classifying three PolSAR images demonstrate the efficiency of the proposed method.

The reconstruction of photorealistic 3D face geometry, textures and reflectance (BRDF) is one of the most popular fields in computer vision, graphics and machine learning. However, the acquisition of facial reflectance remains a challenge. In this article, we propose a method for estimating the facial reflection properties of a single portrait image based on image translation. From a RGB face image, we obtain the BRDF with a large amount of detail. To achieve it, we perform a reverse engineer, which renders face images with the obtained texture map to form training data pairs based on the Blinn-Phong illumination model. We also apply random rotate-and-crop and sliding-window-crop to augment the data and optimize the network weights by minimizing the generated adversarial loss and reconstruction loss. As demonstrated in a chain of quantitative and qualitative experiments, our method achieves superior performance compared to the state-of-the-art methods.

Magnetic resonance electrical properties tomography (MREPT) aims to visualize the internal high-frequency conductivity distribution at Larmor frequency using the B1 transceive phase data. From the magnetic field perturbation by the electrical field associated with the radiofrequency (RF) magnetic field, the high-frequency conductivity and permittivity distributions inside the human brain have been reconstructed based on the Maxwell’s equation. Starting from the Maxwell’s equation, the complex permittivity can be described as a second order elliptic partial differential equation. The established reconstruction algorithms have focused on simplifying and/or regularizing the elliptic partial differential equation to reduce the noise artifact. Using the nonlinear relationship between the Maxwell’s equation, measured magnetic field, and conductivity distribution, we design a deep learning model to visualize the high-frequency conductivity in the brain, directly derived from measured magnetic flux density. The designed moving local window multi-layer perceptron (MLW-MLP) neural network by sliding local window consisting of neighboring voxels around each voxel predicts the high-frequency conductivity distribution in each local window. The designed MLW-MLP uses a family of multiple groups, consisting of the gradients and Laplacian of measured B1 phase data, as the input layer in a local window. The output layer of MLW-MLP returns the conductivity values in each local window. By taking a non-local mean filtering approach in the local window, we reconstruct a noise suppressed conductivity image while maintaining spatial resolution. To verify the proposed method, we used B1 phase datasets acquired from eight human subjects (five subjects for training procedure and three subjects for predicting the conductivity in the brain).

Fetal brain magnetic resonance imaging (MRI) is a rapidly emerging diagnostic imaging tool. However, automated fetal brain localization is one of the biggest obstacles in expediting and fully automating large-scale fetal MRI processing. We propose a method for automatic localization of fetal brain in 3 T MRI when the images are acquired as a stack of 2D slices that are misaligned due to fetal motion. First, the Histogram of Oriented Gradients (HOG) feature descriptor is extended from 2D to 3D images. Then, a sliding window is used to assign a score to all possible windows in an image, depending on the likelihood of it containing a brain, and the window with the highest score is selected. In our evaluation experiments using a leave-one-out cross-validation strategy, we achieved 96% of complete brain localization using a database of 104 MRI scans at gestational ages between 34 and 38 weeks. We carried out comparisons against template matching and random forest based regression methods and the proposed method showed superior performance. We also showed the application of the proposed method in the optimization of fetal motion correction and how it is essential for the reconstruction process. The method is robust and does not rely on any prior knowledge of fetal brain development.

sEMG-based pattern recognition commonly assumes a limited number of target categories, and the classifiers often predict each target category depending on probability. In wrist rehabilitation training, the patients may make movements that do not belong to the target category unconsciously. However, most pattern recognition methods can only identify limited patterns and are prone to be disturbed by abnormal movement, especially for wrist joint movements. To address the above the problem, a sEMG-based rejection method for unrelated movements is proposed to identify wrist joint unrelated movements using center loss. In this paper, the sEMG signal collected by the Myo armband is used as the input of the sEMG control method. First, the sEMG signal is processed by sliding signal window and image coding. Then, the CNN with center loss and softmax loss is used to describe the spatial information from the sEMG image to extract discriminative features and target movement recognition. Finally, the deep spatial information is used to train the AE to reject unrelated movements based on the reconstruction loss. The results show that the proposed method can realize the target movements recognition and reject unrelated movements with an F-score of 93.4% and a rejection accuracy of 95% when the recall is 0.9, which reveals the effectiveness of the proposed method.

<p><strong>Abstract.</strong> Tree counting can be a challenging and time consuming task, especially if done manually. This study proposes and compares three different approaches for automatic detection and counting of trees in different vegetative regions. First approach is to mark extended minima’s, extended maxima’s along with morphological reconstruction operations on an image for delineation and tree crown segmentation. To separate two touching crowns, a marker controlled watershed algorithm is used. For second approach, the color segmentation method for tree identification is used. Starting with the conversion of an RGB image to HSV color space then filtering, enhancing and thresholding to isolate trees from non-trees elements followed by watershed algorithm to separate touching tree crowns. Third approach involves deep learning method for classification of tree and non-tree, using approximately 2268 positive and 1172 negative samples each. Each segment of an image is then classified and sliding window algorithm is used to locate each tree crown. Experimentation shows that the first approach is well suited for classification of trees is dense vegetation, whereas the second approach is more suitable for detecting trees in sparse vegetation. Deep learning classification accuracy lies in between these two approaches and gave an accuracy of 92% on validation data. The study shows that deep learning can be used as a quick and effective tool to ascertain the count of trees from airborne optical imagery.</p>

Three-dimensional (3D) reconstruction using RGB-D camera with simultaneous color image and depth information is attractive as it can significantly reduce the cost of equipment and time for data collection. Point feature is commonly used for aligning two RGB-D frames. Due to lacking reliable point features, RGB-D simultaneous localization and mapping (SLAM) is easy to fail in low textured scenes. To overcome the problem, this paper proposes a robust RGB-D SLAM system fusing both points and lines, because lines can provide robust geometry constraints when points are insufficient. To comprehensively fuse line constraints, we combine 2D and 3D line reprojection error with point reprojection error in a novel cost function. To solve the cost function and filter out wrong feature matches, we build a robust pose solver using the Gauss–Newton method and Chi-Square test. To correct the drift of camera poses, we maintain a sliding-window framework to update the keyframe poses and related features. We evaluate the proposed system on both public datasets and real-world experiments. It is demonstrated that it is comparable to or better than state-of-the-art methods in consideration with both accuracy and robustness.

Aerobics is one of the main contents of physical education, which has a positive role in promoting the health of young people. This paper mainly studies the parallel processing method of inertial aerobics multisensor data fusion. In this paper, an aerobics exercise system is designed, which uses digital filter to remove the noise generated in the process of exercise. In this paper, Kalman filter is used to filter the pulse error of accelerometer, and the data structure of unidirectional link is used to achieve the effect of sliding window, which can reduce the memory cost to the greatest extent. In this paper, the region of moving object is determined by horizontal and vertical projection of binary symmetric difference image. At the same time, the optimal feature combination is selected from the reduced features by feature subset selection, and the classification algorithm is used as the evaluation function in the optimization process. Finally, the collected data are tested, analyzed, and sorted out. The experimental data show that, after calibrating the sensor data, the static x-axis and y-axis data are about 0 g, and the z-axis data are about 1 g, which is closer to the real value. The results show that the attitude data collected by the inertial sensor can be stably transmitted to the software of the computer wirelessly for attitude reconstruction, and the recognition of each attitude and parameter has reached a high accuracy.

Using unmanned aerial vehicles (UAVs) for remote sensing has the advantages of high flexibility, convenient operation, low cost, and wide application range. It fills the need for rapid acquisition of high-resolution aerial images in modern photogrammetry applications. Due to the insufficient parallaxes and the computation-intensive process, dense real-time reconstruction for large terrain scenes is a considerable challenge. To address these problems, we proposed a novel SLAM-based MVS (Multi-View-Stereo) approach, which can incrementally generate a dense 3D (three-dimensional) model of the terrain by using the continuous image stream during the flight. The pipeline of the proposed methodology starts with pose estimation based on SLAM algorithm. The tracked frames were then selected by a novel scene-adaptive keyframe selection method to construct a sliding window frame-set. This was followed by depth estimation using a flexible search domain approach, which can improve accuracy without increasing the iterate time or memory consumption. The whole system proposed in this study was implemented on the embedded GPU based on an UAV platform. We proposed a highly parallel and memory-efficient CUDA-based depth computing architecture, enabling the system to achieve good real-time performance. The evaluation experiments were carried out in both simulation and real-world environments. A virtual large terrain scene was built using the Gazebo simulator. The simulated UAV equipped with an RGB-D camera was used to obtain synthetic evaluation datasets, which were divided by flight altitudes (800-, 1000-, 1200 m) and terrain height difference (100-, 200-, 300 m). In addition, the system has been extensively tested on various types of real scenes. Comparison with commercial 3D reconstruction software is carried out to evaluate the precision in real-world data. According to the results on the synthetic datasets, over 93.462% of the estimation with absolute error distance of less then 0.9%. In the real-world dataset captured at 800 m flight height, more than 81.27% of our estimated point cloud are less then 5 m difference with the results of Photoscan. All evaluation experiments show that the proposed approach outperforms the state-of-the-art ones in terms of accuracy and efficiency.

In the modern manufacturing industries, the 3D reconstruction of scenes emerges as a critical element with far-reaching implications. This study presents the development of a 3D reconstruction system based on active illuminated Shape from focus to capture images with added surface texture. An algorithm is introduced to select the most suitable image frame from a series of images with different texture patterns based on their focus metrics, thereby enhancing the accuracy of depth interpretation. A comparative analysis is conducted between the proposed method for depth map reconstruction and the conventional shape-from-focus approach. The results demonstrate significant improvements in accuracy and performance. Root mean square errors for three different shape samples are reported as 2.50, 1.72, and 1.23, accompanied by correlation values of 0.56, 0.25, and 0.39. Furthermore, median filtering with a dynamic window size is employed to refine the initial depth map further, resulting in enhanced performance. The resulting root mean square errors are measured as 1.71, 1.12, and 1.13, corresponding correlation values of 0.82, 0.38, and 0.42. The results obtained in this study provide strong evidence supporting the effectiveness of the proposed method combined with median filtering using a dynamic window size in significantly improving accuracy and performance for depth map reconstruction.

AbstractWe propose a state estimation approach to time-varying magnetic resonance imaging utilizing a priori information. In state estimation, the time-dependent image reconstruction problem is modeled by separate state evolution and observation models. In our method, we compute the state estimates by using the Kalman filter and steady-state Kalman smoother utilizing a data-driven estimate for the process noise covariance matrix, constructed from conventional sliding window estimates. The proposed approach is evaluated using radially golden angle sampled simulated and experimental small animal data from a rat brain. In our method, the state estimates are updated after each new spoke of radial data becomes available, leading to faster frame rate compared with the conventional approaches. The results are compared with the estimates with the sliding window method. The results show that the state estimation approach with the data-driven process noise covariance can improve both spatial and temporal resolution.

Although face recognition has received a lot of attention and development in recent years, it is one of the research hotspots due to the low efficiency of Single Sample Per Person (SSPP) information in face recognition. In order to solve this problem, this article proposes a face recognition method based on virtual sample generation and multi-scale feature extraction. First, in order to increase the training sample information, a new NMF-MSB virtual sample generation method is proposed by combining the Non-negative Matrix Factorization (NMF) reconstruction strategy with Mirror transform(M), Sliding window(S), and Bit plane(B) sample extension methods. Second, a feature extraction method (named WPD-HOG-P) based on Wavelet Packet Decomposition, Histograms of Oriented Gradients, and image Pyramid is proposed. The proposed WPD-HOG-P method is beneficial to multi-scale facial image feature extraction. Finally, based on the extracted WPD-HOG-P features, the recognition model is established by using a grid search optimization support vector machine. Experimental results on ORL and FERET data sets show that the proposed method has higher recognition rates and lower computational complexity than the benchmark methods.

Full-disc observations of the Sun in the Ca ii K line provide one of the longest collections of solar data. First such observations were made in 1892 and since then various sites around the world have carried out regular observations, with Kodaikanal, Meudon, Mt Wilson, and Coimbra being some of the most prominent ones. By now, Ca ii K observations from over 40 different sites allow an almost complete daily coverage of the last century. Ca ii K images provide direct information on plage and network regions on the Sun and, through their connection to solar surface magnetic field, offer an excellent opportunity to study solar magnetism over more than a century. This makes them also extremely important, among others, for solar irradiance reconstructions and studies of the solar influence on Earth’s climate. However, these data also suffer from numerous issues, which for a long time have hampered their analysis. Without properly addressing these issues, Ca ii K data cannot be used to their full potential. Here, we first provide an overview of the currently known Ca ii K data archives and sources of the inhomogeneities in the data, before discussing existing processing techniques, followed by a recap of the main results derived with such data so far.

AbstractPurposePerfusion MRI reveals important tumor physiological and pathophysiologic information, making it a critical component in managing brain tumor patients. This study aimed to develop a dual‐echo 3D spiral technique with a single‐bolus scheme to simultaneously acquire both dynamic susceptibility contrast (DSC) and dynamic contrast‐enhanced (DCE) data and overcome the limitations of current EPI‐based techniques.MethodsA 3D spiral‐based technique with dual‐echo acquisition was implemented and optimized on a 3T MRI scanner with a spiral staircase trajectory and through‐plane SENSE acceleration for improved speed and image quality, in‐plane variable‐density undersampling combined with a sliding‐window acquisition and reconstruction approach for increased speed, and an advanced iterative deblurring algorithm. Four volunteers were scanned and compared with the standard of care (SOC) single‐echo EPI and a dual‐echo EPI technique. Two patients were scanned with the spiral technique during a preload bolus and compared with the SOC single‐echo EPI collected during the second bolus injection.ResultsVolunteer data demonstrated that the spiral technique achieved high image quality, reduced geometric artifacts, and high temporal SNR compared with both single‐echo and dual‐echo EPI. Patient perfusion data showed that the spiral acquisition achieved accurate DSC quantification comparable to SOC single‐echo dual‐dose EPI, with the additional DCE information.ConclusionA 3D dual‐echo spiral technique was developed to simultaneously acquire both DSC and DCE data in a single‐bolus injection with reduced contrast use. Preliminary volunteer and patient data demonstrated increased temporal SNR, reduced geometric artifacts, and accurate perfusion quantification, suggesting a competitive alternative to SOC‐EPI techniques for brain perfusion MRI.

Abstract Aiming at the problems of error warning, low detection efficiency, and inability to meet the requirements of lightweight deployment in current track obstacle detection algorithms based on computer vision, the detection method of obstacles in the dangerous area of electric locomotive driving based on improved YOLOV4-Tiny (MSE-YOLOV4-Tiny) was proposed. The obstacle image dataset was constructed to provide a testing environment for various target detection algorithms. The method of perspective transformation, sliding window and least square cubic polynomial was used to fit the track line. By finding the area where the track was located and extending a certain distance to the outside of the track, the dangerous area of the electric locomotive running was obtained. A 3-scale detection structure was formed by increasing the shallow detection scale on the detection layer, so as to improve the detection accuracy of the network for smaller targets such as stones. The improved SKNet (ECA_SKNet) attention mechanism module was added to the output ends of the three scales of the backbone network, and the weight was re-assigned to realize feature reconstruction, thus further improving the detection accuracy of the target. By adding the Spatial Pyramid Pooling (SPP) module, the local and global features of the image were fused to improve the accurate localization ability and detection accuracy of the network. A comparative experiment was carried out on the dataset constructed in this paper. The experimental results show that the problem of false warnings caused by taking the target in the safe area as an obstacle can be effectively solved by dividing the danger area of electric locomotive driving. Compared with the original YOLOv4-Tiny algorithm, the MSE-YOLOv4-Tiny algorithm has a 3.97% increase in mAP while maintaining a higher detection speed and a smaller model memory. It has better detection performance and can be used for autonomous driving electric locomotive obstacle detection to provide technical support.

IntroductionIt has been nearly half a century since the appearance of Susan Sontag’s landmark essay “The Imagination of Disaster.” The critic wrote of the public fascination with science fiction disaster films, claiming that, on the one hand “from a psychological point of view, the imagination of disaster does not greatly differ from one period in history to another [but, on the other hand] from a political and moral point of view, it does” (224). Even if Sontag is right about aspects of the imagination of disaster not changing, the types, frequency, and magnitude of disasters and their representation in media and popular culture suggest that dynamic conditions prevail on both counts. Disaster has become a significantly urban phenomenon, and highly publicised “worst case” scenarios such as Hurricane Katrina and the Haiti earthquake highlight multiple demographic, cultural, and environmental contexts for visualising cataclysm. The 1950s and 60s science fiction films that Sontag wrote about were filled with marauding aliens and freaks of disabused science. Since then, their visual and dramatic effects have been much enlarged by all kinds of disaster scenarios. Partly imagined, these scenarios have real-life counterparts with threats from terrorism and the war on terror, pan-epidemics, and global climate change. Sontag’s essay—like most, if not all of the films she mentions—overlooked the aftermath; that is, the rebuilding, following extra-terrestrial invasion. It ignored what was likely to happen when the monsters were gone. In contrast, the psychological as well as the practical, social, and economic aspects of reconstruction are integral to disaster discourse today. Writing about how architecture might creatively contribute to post-conflict (including war) and disaster recovery, for instance, Boano elaborates the psychological background for rebuilding, where the material destruction of dwellings and cities “carries a powerful symbolic erosion of security, social wellbeing and place attachment” (38); these are depicted as attributes of selfhood and identity that must be restored. Similarly, Hutchison and Bleiker (385) adopt a view evident in disaster studies, that disaster-struck communities experience “trauma” and require inspired responses that facilitate “healing and reconciliation” as well as material aid such as food, housing, and renewed infrastructure. This paper revisits Sontag’s “The Imagination of Disaster,” fifty years on in view of the changing face of disasters and their representation in film media, including more recent films. The paper then considers disaster recovery and outlines the difficult path that “creative industries” like architecture and urban planning must tread when promising a vision of rebuilding that provides for such intangible outcomes as “healing and reconciliation.” We find that hopes for the seemingly positive psychologically- and socially-recuperative outcomes accompanying the prospect of rebuilding risk a variety of generalisation akin to wish-fulfilment that Sontag finds in disaster films. The Psychology of Science Fiction and Disaster FilmsIn “The Imagination of Disaster,” written at or close to the height of the Cold War, Sontag ruminates on what America’s interest in, if not preoccupation with, science fiction films tell us about ourselves. Their popularity cannot be explained in terms of their entertainment value alone; or if it can, then why audiences found (and still find) such films entertaining is something that itself needs explanation.Depicted in media like photography and film, utopian and dystopian thought have at least one thing in common. Their visions of either perfected or socially alienated worlds are commonly prompted by criticism of the social/political status quo and point to its reform. For Sontag, science fiction films portrayed both people’s worst nightmares concerning disaster and catastrophe (e.g. the end of the world; chaos; enslavement; mutation), as well as their facile victories over the kinds of moral, political, and social dissolution the films imaginatively depicted. Sontag does not explicitly attribute such “happy endings” to wish-fulfilling phantasy and ego-protection. (“Phantasy” is to be distinguished from fantasy. It is a psychoanalytic term for states of mind, often symbolic in form, resulting from infantile wish-fulfilment, desires and instincts.) She does, however, describe the kinds of fears, existential concerns (like annihilation), and crises of meaning they are designed (purpose built) to allay. The fears are a product of the time—the down and dark side of technology (e.g. depersonalisation; ambivalence towards science, scientists, and technology) and changes wrought in our working and personal lives by urbanisation. In short, then as now, science fictions films were both expressions of deep and genuine worries and of the pressing need to inventively set them to rest.When Sontag claims that “the imagination of disaster does not greatly differ” (224) from one period to another, this is because, psychologically speaking, neither the precipitating concerns and fears (death, loss of love, meaninglessness, etc.), nor the ways in which people’s minds endeavour to assuage them, substantively differ. What is different is the way they are depicted. This is unsurprisingly a function of the political, social, and moral situations and milieus that provide the context in which the imagination of disaster unfolds. In contemporary society, the extent to which the media informs and constructs the context in which the imagination operates is unprecedented.Sontag claims that there is little if any criticism of the real social and political conditions that bring about the fears the films depict (223). Instead, fantasy operates so as to displace and project the actual causes away from their all too human origins into outer space and onto aliens. In a sense, this is the core and raison d’etre for such films. By their very nature, science fiction films of the kind Sontag is discussing cannot concern themselves with genuine social or political criticism (even though the films are necessarily expressive of such criticism). Any serious questioning of the moral and political status quo—conditions that are responsible for the disasters befalling people—would hamper the operation of fantasy and its production of temporarily satisfying “solutions” to whatever catastrophe is being depicted.Sontag goes on to discuss various strategies science fiction employs to deal with such fears. For example, through positing a bifurcation between good and evil, and grossly oversimplifying the moral complexity of situations, it allows one to “give outlet to cruel or at least amoral feelings” (215) and to exercise feelings of superiority—moral and otherwise. Ambiguous feelings towards science and technology are repressed. Quick and psychologically satisfying fixes are sought for these by means of phantasy and the imaginative construction of invulnerable heroes. Much of what Sontag says can straightforwardly be applied to catastrophe in general. “Alongside the hopeful fantasy of moral simplification and international unity embodied in the science fiction films lurk the deepest anxieties about contemporary existence” (220). Sontag writes:In the films it is by means of images and sounds […] that one can participate in the fantasy of living through one’s own death and more, the death of cities, the destruction of humanity itself. Science fiction films are not about science. They are about disaster, which is one of the oldest subjects in art. In science fiction films disaster is rarely viewed intensively; it is always extensive. It is a matter of quality and ingenuity […] the science fiction film […] is concerned with the aesthetics of disaster […] and it is in the imagery of destruction that the core of a good science fiction film lies. (212–13)In science fiction films, disaster, though widespread, is viewed intensively as well as extensively. The disturbances constitutive of the disaster are moral and emotional as well as material. People are left without the mental or physical abilities they need to cope. Government is absent or useless. We find ourselves in what amounts to what Naomi Zack (“Philosophy and Disaster”; Ethics for Disaster) describes as a Hobbesian second state of nature—where government is inoperative and chaos (moral, social, political, personal) reigns. Science fiction’s way out is to imaginatively construct scenarios emotionally satisfying enough to temporarily assuage the distress (anomie or chaos) experienced in the film.There is, however, a tremendous difference in the way in which people who face catastrophic occurrences in their lives, as opposed to science fiction, address the problems. For one thing, they must be far closer to complex and quickly changing realities and uncertain truths than are the phantastic, temporarily gratifying, and morally unproblematic resolutions to the catastrophic scenarios that science fiction envisions. Genuine catastrophe, for example war, undermines and dismantles the structures—material structures to be sure but also those of justice, human kindness, and affectivity—that give us the wherewithal to function and that are shown to be inimical to catastrophe as such. Disaster dispenses with civilization while catastrophe displaces it.Special Effects and Changing StorylinesScience fiction and disaster film genres have been shaped by developments in visual simulation technologies providing opportunities for imaginatively mixing fact and fiction. Developments in filmmaking include computer or digital techniques for reproducing on the screen what can otherwise only be imagined as causal sequences of events and spectacles accompanying the wholesale destruction of buildings and cities—even entire planets. Indeed films are routinely promoted on the basis of how cinematographers and technicians have advanced the state of the art. The revival of 3-D movies with films such as Avatar (2009) and Prometheus (2012) is one of a number of developments augmenting the panoramas of 1950s classics featuring “melting tanks, flying bodies, crashing walls, awesome craters and fissures in the earth, plummeting spacecraft [and] colourful deadly rays” (Sontag 213). An emphasis on the scale of destruction and the wholesale obliteration of recognisable sites emblematic of “the city” (mega-structures like the industrial plant in Aliens (1986) and vast space ships like the “Death Star” in two Star Wars sequels) connect older films with new ones and impress the viewer with ever more extraordinary spectacle.Films that have been remade make for useful comparison. On the whole, these reinforce the continuation and predictability of some storylines (for instance, threats of extra-terrestrial invasion), but also the attenuation or disappearance of other narrative elements such as the monsters and anxieties released by mid-twentieth century atomic tests (Broderick). Remakes also highlight emerging themes requiring novel or updated critical frameworks. For example, environmental anxieties, largely absent in 1950s science fiction films (except for narratives involving colliding worlds or alien contacts) have appeared en masse in recent years, providing an updated view on the ethical issues posed by the fall of cities and communities (Taylor, “Urban”).In The Invasion of the Bodysnatchers and its remakes (1956, 1978, 1993), for example, the organic and vegetal nature of the aliens draws the viewer’s attention to an environment formed by combative species, allowing for threats of infestation, growth and decay of the self and individuality—a longstanding theme. In the most recent version, The Invasion (2007), special effects and directorial spirit render the orifice-seeking tendrils of the pod creatures threateningly vigorous and disturbing (Lim). More sanctimonious than physically invasive, the aliens in the 1951 version of The Day the Earth Stood Still are fed up with humankind’s fixation with atomic self-destruction, and threaten global obliteration on the earth (Cox). In the 2008 remake, the suave alien ambassador, Keanu Reeves, targets the environmental negligence of humanity.Science, including science as fiction, enters into disaster narratives in a variety of ways. Some are less obvious but provocative nonetheless; for example, movies dramatising the arrival of aliens such as War of the Worlds (1953 and 2005) or Alien (1979). These more subtle approaches can be personally confronting even without the mutation of victims into vegetables or zombies. Special effects technologies have made it possible to illustrate the course of catastrophic floods and earthquakes in considerable scientific and visual detail and to represent the interaction of natural disasters, the built environment, and people, from the scale of buildings, homes, and domestic lives to entire cities and urban populations.For instance, the blockbuster film The Day After Tomorrow (2004) runs 118 minutes, but has an uncertain fictional time frame of either a few weeks or 72 hours (if the film’s title is to taken literally). The movie shows the world as we know it being mostly destroyed. Tokyo is shattered by hailstones and Los Angeles is twisted by cyclones the likes of which Dorothy would never have seen. New York disappears beneath a mountainous tsunami. All of these events result from global climate change, though whether this is due to human (in) action or other causes is uncertain. Like their predecessors, the new wave of disaster movies like The Day After Tomorrow makes for questionable “art” (Annan). Nevertheless, their reception opens a window onto broader political and moral contexts for present anxieties. Some critics have condemned The Day After Tomorrow for its scientific inaccuracies—questioning the scale or pace of climate change. Others acknowledge errors while commending efforts to raise environmental awareness (Monbiot). Coincident with the film and criticisms in both the scientific and political arena is a new class of environmental heretic—the climate change denier. This is a shadowy character commonly associated with the presidency of George W. Bush and the oil lobby that uses minor inconsistencies of science to claim that climate change does not exist. One thing underlying both twisting facts for the purposes of making science fiction films and ignoring evidence of climate change is an infantile orientation towards the unknown. In this regard, recent films do what science fiction disaster films have always done. While freely mixing truths and half-truths for the purpose of heightened dramatic effect, they fulfil psychological tasks such as orchestrating nightmare scenarios and all too easy victories on the screen. Uncertainty regarding the precise cause, scale, or duration of cataclysmic natural phenomena is mirrored by suspension of disbelief in the viability of some human responses to portrayals of urban disaster. Science fiction, in other words, invites us to accept as possible the flight of Americans and their values to Mexico (The Day After Tomorrow), the voyage into earth’s molten core (The Core 2003), or the disposal of lava in LA’s drainage system (Volcano 1997). Reinforcing Sontag’s point, here too there is a lack of criticism of the real social and political conditions that bring about the fears depicted in the films (223). Moreover, much like news coverage, images in recent natural disaster films (like their predecessors) typically finish at the point where survivors are obliged to pick up the pieces and start all over again—the latter is not regarded as newsworthy. Allowing for developments in science fiction films and the disaster genre, Sontag’s observation remains accurate. The films are primarily concerned “with the aesthetics of destruction, with the peculiar beauties to be found in wreaking havoc, in making a mess” (213) rather than rebuilding. The Imagination of Disaster RecoverySontag’s essay contributes to an important critical perspective on science fiction film. Variations on her “psychological point of view” have been explored. (The two discourses—psychology and cinema—have parallel and in some cases intertwined histories). Moreover, in the intervening years, psychological or psychoanalytical terms and narratives have themselves become even more a part of popular culture. They feature in recent disaster films and disaster recovery discourse in the “real” world.Today, with greater frequency than in the 1950s and 60s films arguably, representations of alien invasion or catastrophic global warming serve to background conflict resolutions of a more quotidian and personal nature. Hence, viewers are led to suspect that Tom Cruise will be more likely to survive the rapacious monsters in the latest The War of the Worlds if he can become less narcissistic and a better father. Similarly, Dennis Quaid’s character will be much better prepared to serve a newly glaciated America for having rescued his son (and marriage) from the watery deep-freezer that New York City becomes in The Day After Tomorrow. In these films the domestic and familial comprise a domain of inter-personal and communal relations from which victims and heroes appear. Currents of thought from the broad literature of disaster studies and Western media also call upon this domain. The imagination of disaster recovery has come to partly resemble a set of problems organised around the needs of traumatised communities. These serve as an object of urban governance, planning, and design conceived in different ways, but largely envisioned as an organic unity that connects urban populations, their pasts, and settings in a meaningful, psychologically significant manner (Furedi; Hutchison and Bleiker; Boano). Terms like “place” or concepts like Boano’s “place-attachment" (38) feature in this discourse to describe this unity and its subjective dimensions. Consider one example. In August 2006, one year after Katrina, the highly respected Journal of Architectural Education dedicated a special issue to New Orleans and its reconstruction. Opening comments by editorialist Barbara Allen include claims presupposing enduring links between the New Orleans community conceived as an organic whole, its architectural heritage imagined as a mnemonic vehicle, and the city’s unique setting. Though largely unsupported (and arguably unsupportable) the following proposition would find agreement across a number of disaster studies and resonates in commonplace reasoning:The culture of New Orleans is unique. It is a mix of ancient heritage with layers and adaptations added by successive generations, resulting in a singularly beautiful cultural mosaic of elements. Hurricane Katrina destroyed buildings—though not in the city’s historic core—and displaced hundreds of thousands of people, but it cannot wipe out the memories and spirit of the citizens. (4) What is intriguing about the claim is an underlying intellectual project that subsumes psychological and sociological domains of reasoning within a distinctive experience of community, place, and memory. In other words, the common belief that memory is an intrinsic part of the human condition of shock and loss gives form to a theory of how urban communities experience disaster and how they might re-build—and justify rebuilding—themselves. This is problematic and invites anachronistic thinking. While communities are believed to be formed partly by memories of a place, “memory” is neither a collective faculty nor is it geographically bounded. Whose memories are included and which ones are not? Are these truly memories of one place or do they also draw on other real or imagined places? Moreover—and this is where additional circumspection is inspired by our reading of Sontag’s essay—does Allen’s editorial contribute to an aestheticised image of place, rather than criticism of the social and political conditions required for reconstruction to proceed with justice, compassionately and affectively? Allowing for civil liberties to enter the picture, Allen adds “it is necessary to enable every citizen to come back to this exceptional city if they so desire” (4). However, given that memories of places and desires for their recovery are not univocal, and often contain competing visions of what was and should be, it is not surprising they should result in competing expectations for reconstruction efforts. This has clearly proven the case for New Orleans (Vederber; Taylor, “Typologies”)ConclusionThe comparison of films invites an extension of Sontag’s analysis of the imagination of disaster to include the psychology, politics, and morality of rebuilding. Can a “psychological point of view” help us to understand not only the motives behind capturing so many scenes of destruction on screen and television, but also something of the creative impulses driving reconstruction? This invites a second question. How do some impulses, particularly those caricatured as the essence of an “enterprise culture” (Heap and Ross) associated with America’s “can-do” or others valorised as positive outcomes of catastrophe in The Upside of Down (Homer-Dixon), highlight or possibly obscure criticism of the conditions which made cities like New Orleans vulnerable in the first place? The broad outline of an answer to the second question begins to appear only when consideration of the ethics of disaster and rebuilding are taken on board. If “the upside” of “the down” wrought by Hurricane Katrina, for example, is rebuilding of any kind, at any price, and for any person, then the equation works (i.e., there is a silver lining for every cloud). If, however, the range of positives is broadened to include issues of social justice, then the figures require more complex arithmetic.ReferencesAllen, Barbara. “New Orleans and Katrina: One Year Later.” Journal of Architectural Education 60.1 (2006): 4.Annan, David. Catastrophe: The End of the Cinema? London: Lorrimer, 1975.Boano, Camillo. “‘Violent Space’: Production and Reproduction of Security and Vulnerabilities.” The Journal of Architecture 16 (2011): 37–55.Broderick, Mick, ed. Hibakusha Cinema: Hiroshima, Nagasaki and the Nuclear Image in Japanese Film. London: Kegan Paul, 1996.Cox, David. “Get This, Aliens: We Just Don’t Care!” The Guardian 15 Dec. 2008 ‹http://www.guardian.co.uk/film/filmblog/2008/dec/15/the-day-the-earth-stood-still›. Furedi, Frank. “The Changing Meaning of Disaster.” Area 39.4 (2007): 482–89.Heap, Shaun H., and Angus Ross, eds. Understanding the Enterprise Culture: Themes in the Work of Mary Douglas. Edinburgh: Edinburgh University Press, 1992. Homer-Dixon, Thomas. The Upside of Down: Catastrophe, Creativity and the Renewal of Civilization. Washington, DC: Island Press, 2006.Hutchison, Emma, and Roland Bleiker. “Emotional Reconciliation: Reconstituting Identity and Community after Trauma.” European Journal of Social Theory 11 (2008): 385–403.Lim, Dennis. “Same Old Aliens, But New Neuroses.” New York Times 12 Aug. 2007: A17.Monbiot, George. “A Hard Rain's A-gonna Fall.” The Guardian 14 May 2004.Sontag, Susan. “The Imagination of Disaster” (1965). Against Interpretation and Other Essays. New York: Dell, 1979. 209–25.Taylor, William M. “Typologies of Katrina: Mnemotechnics in Post-Disaster New Orleans.” Interstices 13 (2012): 71–84.———. “Urban Disasters: Visualising the Fall of Cities and the Forming of Human Values.” Journal of Architecture 11.5 (2006): 603–12.Verderber, Stephen. “Five Years After – Three New Orleans Neighborhoods.” Journal of Architectural Education 64.1 (2010): 107–20.Zack, Naomi. Ethics for Disaster. New York: Rowman and Littlefield, 2009.———. “Philosophy and Disaster.” Homeland Security Affairs 2, article 5 (April 2006): ‹http://www.hsaj.org/?article=2.1.5›.FilmographyAlien. Dir. Ridley Scott. Brandywine Productions, 1979.Aliens. Dir. James Cameron. Brandywine Productions, 1986.Avatar. Dir. James Cameron. Lightstorm Entertainment et al., 2009.The Core. Dir. Jon Amiel. Paramount Pictures, 2003.The Day after Tomorrow. Dir. Roland Emmerich. 20th Century Fox, 2004.The Invasion of the Body Snatchers. Dir. Don Siegel. Allied Artists, 1956; also 1978 and 1993.The Invasion. Dirs. Oliver Hirschbiegel and Jame McTeigue. Village Roadshow et al, 2007.Prometheus. Dir. Ridley Scott. Scott Free and Brandywine Productions, 2012Star Wars Episode IV: A New Hope. Dir. George Lucas. Lucasfilm, 1977.Star Wars Episode VI: Return of the Jedi. Dir. George Lucas. Lucasfilm, 1983.Volcano. Dir. Mick Jackson. 20th Century Fox, 1997.War of the Worlds. Dir. George Pal. Paramount, 1953; also Steven Spielberg. Paramount, 2005.Acknowledgments The authors are grateful to Oenone Rooksby and Joely-Kym Sobott for their assistance and advice when preparing this article. It was also made possible in part by a grant from the Australian Research Council.

Bracketed by a quotation from famed 1950s West German soccer coach S. Herberger and the word "Ende", the running length of the 1998 film Run Lola Run, directed by Tom Tykwer, is 9 minutes short of the official duration of a soccer match. Berlin has often been represented, in visual art and in cinematic imagery, as the modern metropolis: the Expressionist and Dadaist painters, Walter Ruttmann, Fritz Lang and Rainer Werner Fassbinder all depicted it as the modernising city. Since the '60s artists have staged artworks and performances in the public space of the city which critiqued the cold war order of that space, its institutions, and the hysterical attempt by the German government to erase a divided past after 1990. Run Lola Run depicts its setting, Berlin, as a cyberspace obstacle course or environment usually associated with interactive video and computer games. The eerie emptiness of the Berlin of Run Lola Run -- a fantasy projected onto a city which has been called the single biggest construction site in Europe -- is necessary to keep the protagonist Lola moving at high speed from the West to the East part of town and back again -- another fantasy which is only possible when the city is recast as a virtual environment. In Run Lola Run Berlin is represented as an idealised space of bodily and psychic mobility where the instantaneous technology of cyberspace is physically realised as a utopia of speed. The setting of Run Lola Run is not a playing field but a playing level, to use the parlance of video game technology. Underscored by other filmic devices and technologies, Run Lola Run emulates the kinetics and structures of a virtual, quasi-interactive environment: the Berlin setting of the film is paradoxically rendered as an indeterminate, but also site specific, entertainment complex which hinges upon the high-speed functioning of multiple networks of auto-mobility. Urban mobility as circuitry is performed by the film's super-athletic Lola. Lola is a cyber character; she recalls the 'cyberbabe' Lara Croft, heroine of the Sega Tomb Raider video game series. In Tomb Raider the Croft figure is controlled and manipulated by the interactive player to go through as many levels of play, or virtual environments, as possible. In order for the cyber figure to get to the next level of play she must successfully negotiate as many trap and puzzle mechanisms as possible. Speed in this interactive virtual game results from the skill of an experienced player who has practiced coordinating keyboard commands with figure movements and who is familiar with the obstacles the various environments can present. As is the case with Lara Croft, the figure of Lola in Run Lola Run reverses the traditional gender relations of the action/adventure game and of 'damsel in distress' narratives. Run Lola Run focusses on Lola's race to save her boyfriend from a certain death by obtaining DM 100,000 and delivering it across town in twenty minutes. The film adds the element of the race to the game, a variable not included in Tomb Raider. Tykwer repeats Lola's trajectory from home to the location of her boyfriend Manni thrice in the film, each time ending her quest with a different outcome. As in a video game, Lola can therefore be killed as the game unwinds during one turn of play, and on the next attempt she, and also we as viewers or would-be interactive players, would have learned from her previous 'mistakes' and adjust her actions accordingly. The soundtrack of Run Lola Run underscores the speed and mobility of Berlin by means of the fast/slow/fast rhythm of the film, which proceeds primarily at the pace of techno music. This quick rhythm is syncopated with pauses in the forward-moving action brought on by Lola's superhuman screams or by the death of a protagonist. These events mark the end of one turn of 'play' and the restart of Lola's route. Tykwer visually contrasts Lola's linear mobility and her physical and mental capacity for speed with her boyfriend Manni's centripetal fixity, a marker of his helplessness, throughout the film. Manni, a bagman-in-training for a local mafioso, has to make his desperate phone calls from a single phone booth in the borough of Charlottenburg after he bungles a hand-off of payment money by forgetting it on the U-Bahn (the subway). In a black and white flashback sequence, viewers learn about Manni's ill-fated trip to the Polish border with a shipment of stolen cars. In contrast to his earlier mobility, Manni becomes entrapped in the phone booth as a result of his ineptitude. A spiral store sign close to the phone booth symbolizes Manni's entrapment. Tykwer contrasts this circular form with the lines and grids Lola transverses throughout the film. Where at first Lola is also immobilised after her moped is stolen by an 'unbelieveably fast' thief, her quasi-cybernetic thought process soon restores her movement. Tykwer visualizes Lola's frantic thinking in a series of photographic portraits which indicates her consideration of who she can contact to supply a large sum of money. Lola not only moves but thinks with the fast, even pace of a computer working through a database. Tykwer then repeats overhead shots of gridded pavement which Lola follows as she runs through the filmic frame. The grid, emblem of modernity and structure of the metropolis, the semiconductor, and the puzzles of a virtual environment, is necessary for mobility and speed, and is performed by the figure of Lola. The grid is also apparent in the trajectories of traffic of speeding bikes, subway trains,and airplanes passing overhead, which all parallel Lola's movements in the film. The city/virtual environment is thus an idealised nexus of local, national and global lines of mobility and communication.: -- OR -- Tykwer emphasised the arbitrariness of the setting of Run Lola Run, insisting it could easily have been set in any other urban centre such as New York City or Beijing. At no point does the film make explicit that the space of action is Berlin; in fact the setting of the film is far less significant than the filmic self-reflexivity Tykwer explores in Run Lola Run. Berlin becomes a postmodernist filmic text in which earlier films by Lang, Schlöndorff, von Sternberg and Wenders are cited in intertextual fashion. It is not by chance that the protagonist of Run Lola Run shares the name of Marlene Dietrich's legendary character in von Sternberg's The Blue Angel. The running, late-20th-century Lola reconnects with and gains power from the originary Lola Lola as ur-Star of German cinema. The high overhead shots of Run Lola Run technologically exceed those used by Lang in M in 1931 but still quote his filmic text; the spiral form, placed in a shop window in M, becomes a central image of Run Lola Run in marking the immobile spot that Manni occupies. Repeated several times in the film, Lola's scream bends events, characters and chance to her will and slows the relentless pace of the narrative. This vocal punctuation recalls the equally willful vocalisations of Oskar Matzerath in Schlöndorff's Tin Drum (1979). Tykwer's radical expansions and compressions of time in Run Lola Run rely on the temporal exploitation of the filmic medium. The film stretches 20 minutes of 'real time' in the lives of its two protagonists into the 84 minutes of the film. Tykwer also distills the lives of the film's incidental or secondary characters into a few still images and a few seconds of filmic time in the 'und dann...' [and then...] sequences of all three episodes. For example, Lola's momentary encounter with an employee of her father's bank spins off into two completely different life stories for this woman, both of which are told through four or five staged 'snapshots' which are edited together into a rapid sequence. The higher-speed photography of the snapshot keeps up the frenetic pace of Run Lola Run and causes the narrative to move forward even faster, if only for a few seconds. Tykwer also celebrates the technology of 35 mm film in juxtaposing it to the fuzzy imprecision of video in Run Lola Run. The viewer not only notes how scenes shot on video are less visually beautiful than the 35 mm scenes which feature Lola or Manni, but also that they seem to move at a snail's pace. For example, the video-shot scene in Lola's banker-father's office also represents the boredom of his well-paid but stagnant life; another video sequence visually parallels the slow, shuffling movement of the homeless man Norbert as he discovers Manni's forgotten moneybag on the U-Bahn. Comically, he breaks into a run when he realises what he's found. Where Wim Wenders's Wings of Desire made beautiful cinematographic use of Berlin landmarks like the Siegessäule in black and white 35 mm, Tykwer relegates black and white to flashback sequences within the narrative and rejects the relatively meandering contemplation of Wenders's film in favour of the linear dynamism of urban space in Run Lola Run. -- OR -- Tykwer emphasised the arbitrariness of the setting of Run Lola Run, insisting it could easily have been set in any other urban centre such as New York City or Beijing. Nevertheless he establishes the united Berlin as the specific setting of the film. While Run Lola Run does not explicitly indicate that the space of action is Berlin, viewers are clear of the setting: a repeated establishing shot of the Friedrichstrasse U-Bahn stop, a central commuting street near the Brandenburg Gate in the former East Berlin which has undergone extensive reconstruction since 1990, begins each episode of the film. The play between the locality of Berlin and its role as the universal modernist metropolis is a trope of German cinema famously deployed by Fritz Lang in M, where the setting is also never explicitly revealed but implied by means of the use of the Berlin dialect in the dialogue of the film1. The soundtrack of Run Lola Run underscores the speed and mobility of Berlin by means of the fast/slow/fast rhythm of the film which proceeds primarily at the pace of techno music. Techno is also closely identified with the city of Berlin through its annual Techno Festival, which seems to grow larger with each passing year. Quick techno rhythm is syncopated with pauses in the forward-moving action brought on by Lola's superhuman screams or by the death of a protagonist. Berlin is also made explicit as Tykwer often stages scenes at clearly-marked street intersections which identify particular locations or boroughs thoughout east and west Berlin. The viewer notes that Lola escapes her father's bank during one episode and faces Unter den Linden; several scenes unfold on the banks of the river Spree; Lola sprints between the Altes Museum and the Berlin Cathedral. Manni's participation in a car-theft ring points to the Berlin-focussed activity of actual Eastern European and Russian crime syndicates; the film features an interlude at the Polish border where Manni delivers a shipment of stolen Mercedes to underworld buyers, which has to do with the actual geographic proximity of Berlin to Eastern European countries. Tykwer emphasised the arbitrariness of the setting of Run Lola Run, insisting it could easily have been set in any other urban centre such as New York City or Beijing. Nevertheless he establishes the united Berlin as the specific setting of the film. While Run Lola Run does not explicitly indicate that the space of action is Berlin, viewers are clear of the setting: a repeated establishing shot of the Friedrichstrasse U-Bahn stop, a central commuting street near the Brandenburg Gate in the former East Berlin which has undergone extensive reconstruction since 1990, begins each episode of the film. The play between the locality of Berlin and its role as the universal modernist metropolis is a trope of German cinema famously deployed by Fritz Lang in M, where the setting is also never explicitly revealed but implied by means of the use of the Berlin dialect in the dialogue of the film1. The soundtrack of Run Lola Run underscores the speed and mobility of Berlin by means of the fast/slow/fast rhythm of the film which proceeds primarily at the pace of techno music. Techno is also closely identified with the city of Berlin through its annual Techno Festival, which seems to grow larger with each passing year. Quick techno rhythm is syncopated with pauses in the forward-moving action brought on by Lola's superhuman screams or by the death of a protagonist. Berlin is also made explicit as Tykwer often stages scenes at clearly-marked street intersections which identify particular locations or boroughs thoughout east and west Berlin. The viewer notes that Lola escapes her father's bank during one episode and faces Unter den Linden; several scenes unfold on the banks of the river Spree; Lola sprints between the Altes Museum and the Berlin Cathedral. Manni's participation in a car-theft ring points to the Berlin-focussed activity of actual Eastern European and Russian crime syndicates; the film features an interlude at the Polish border where Manni delivers a shipment of stolen Mercedes to underworld buyers, which has to do with the actual geographic proximity of Berlin to Eastern European countries. Yet the speed of purposeful mobility is demanded in the contemporary united and globalised Berlin; lines of action or direction must be chosen and followed and chance encounters become traps or interruptions. Chance must therefore be minimised in the pursuit of urban speed, mobility, and commications access. In the globalised Berlin, Tykwer compresses chance encounters into individual snapshots of visual data which are viewed in quick succession by the viewer. Where artists such Christo and Sophie Calle had investigated the initial chaos of German reunification in Berlin, Run Lola Run rejects the hyper-contemplative and past-obsessed mood demanded by Christo's wrapping of the Reichstag, or Calle's documentation of the artistic destructions of unification3. Run Lola Run recasts Berlin as a network of fast connections, lines of uninterrupted movement, and productive output. It is therefore perhaps not surprising that Tykwer's idealised and embodied representation of Berlin as Lola has been politically appropriated as a convenient icon by the city's status quo: an icon of the successful reconstruction and rewiring of a united Berlin into a fast global broadband digital telecommunications network4. Footnotes See Edward Dimendberg's excellent discussion of filmic representations of the metropolis in "From Berlin to Bunker Hill: Urban Space, Late Modernity, and Film Noir in Fritz Lang's and Joseph Losey's M." Wide Angle 19.4 (1997): 62-93. This is despite the fact that the temporal parameters of the plot of Run Lola Run forbid the aimlessness central to spazieren (strolling). See Walter Benjamin, "A Berlin Chronicle", in Reflections. Ed. Peter Demetz. Trans. Edmund Jephcott. New York: Schocken, 1986. 3-60. See Sophie Calle, The Detachment. London: G+B Arts International and Arndt & Partner Gallery, n.d. The huge success of Tykwer's film in Germany spawned many red-hair-coiffed Lola imitators in the Berlin populace. The mayor of Berlin sported Lola-esque red hair in a poster which imitated the one for the film, but legal intercession put an end to this trendy political statement. Brian Pendreigh. "The Lolaness of the Long-Distance Runner." The Guardian 15 Oct. 1999. I've relied on William J. Mitchell's cultural history of the late 20th century 'rebuilding' of major cities into connection points in the global telecommunications network, City of Bits: Space, Place, and the Infobahn. Cambridge: MIT P, 1995. Citation reference for this article MLA style: Claudia Mesch. "Racing Berlin: The Games of Run Lola Run." M/C: A Journal of Media and Culture 3.3 (2000). [your date of access] <http://www.api-network.com/mc/0006/speed.php>. Chicago style: Claudia Mesch, "Racing Berlin: The Games of Run Lola Run," M/C: A Journal of Media and Culture 3, no. 3 (2000), <http://www.api-network.com/mc/0006/speed.php> ([your date of access]). APA style: Claudia Mesch. (2000) Racing Berlin: the games of Run Lola run. M/C: A Journal of Media and Culture 3(3). <http://www.api-network.com/mc/0006/speed.php> ([your date of access]).

IntroductionAccording to Friedrich Nietzsche, the death of Man follows the death of God. Man as a concept must be overcome. Yet Nietzsche extends humanism’s jargon of creativity that privileges Man over animal. To truly overcome the notion of Man, one must undercome Man, in other words go below Man. Once undercome, creativity devolves into a type of building and unbuilding, affording art the ability to conceive of the subject emptied of divine creation. This article will examine how Man is unbuilt in three works by three different artists: Francis Bacon’s “Study of a Baboon” (1953), Jan Švankmajer’s Darkness, Light, Darkness (1989), and Patricia Piccinini’s “The Young Family” (2002). All three artists evoke the animalistic in their depiction of what could be called the sub-subject, a diminished agent. Unbuilding the subject becomes the basis for building the sub-subject in these depictions of the human remainder. Man, from this vantage, will be examined as a cultural construct. Man largely means human, yet the Renaissance concept favoured a certain type of powerful male. Instead of rescuing Man, Bacon, Švankmajer and Piccinini, present the remnants of the human amidst the animal rather than the human subject detached from the animal. Such works challenge humanism, expressed in Giorgio Vasari’s analysis of art and creativity as indicative of Man’s closeness to the divine, which in a strange way, is extended in Nietzsche’s writings. These artists dismantle and build a subhuman form of subjectivity and thereby provide a challenge to traditional conceptions of creativity that historically favour Man as the creator beneath only God Himself. In the course of this article, I explore the violence of Bacon’s painted devolution, the deflationary animation of Švankmajer and Piccinini’s subhuman tenderness. I do not argue that we must abandon humanism altogether as there are a multiplicity of humanisms, or attempt to invalidate all the various posthumanisms, transhumanisms and antihumanisms. Rather, I attempt to show that Nietzsche’s posthumanism is a suprahumanism and that one possible way to frame the death of Man is through undercoming Man. Art, held in high esteem by Renaissance humanism, becomes a vehicle to imagine and engage with subhuman subjectivity.What Is Humanism? Humanism has numerous connotations from designating atheism to celebrating culture to privileging humans above other animals. The type of humanism I am interested in is not secular humanism, but rather humanism that celebrates and conceptualises Man’s place in the universe and does so through accentuating his (and I mean his given humanism’s often sexist, masculinist history) creativity and intellectual power. This celebration of creativity depends in part on a type of religious view, where Man is at the centre of God’s design. Such a view holds that Man’s power to shape nature’s materials resembles God. This type of humanism remains today but usually in a more humbled form, enfeebled by the scientific realisations that characterised the Enlightenment, namely the realisation that Man was not the centre of God’s universe. The Enlightenment is sometimes characterised as the birth of modern humanism, where the human subject undergoes estrangement from his surroundings through the conceptualisation of the subject–object division, and gains control over nature. A common narrative is that the subject’s autonomy and power came to extend to art itself, which in turn, became valued as possessing its own aesthetic legitimacy and yet also becoming an alienated commodity. Yet Cary Wolfe, in What Is Posthumanism?, echoes Michel Foucault’s claim that the Enlightenment could be viewed in tension to humanism (“Introduction” n.p.). Indeed, the Enlightenment’s creation of modern science would come to seriously challenge any view of humanity’s privileged status in this world. In contrast, Renaissance humanism conceived of Man as the centrepiece of God’s design and gifted with artistic creation and the ability to uncover truth. Renaissance HumanismRenaissance humanism is encapsulated by Vasari’s preface to The Lives of the Artists. In his preface, Vasari contends that God was the first artist, being both a painter and sculptor: God on High, having created the great body of the world and having decorated the heavens with its brightest lights, descended with His intellect further down into the clarity of the atmosphere and the solidity of the earth, and, shaping man, discovered in the pleasing invention of things the first form of sculpture and painting. (3)Interestingly, God discovers creation, which is a type of decoration, where the skies are decorated with bright lights—the stars. Giving colour, light and shade to the world and heavens, qualifies God as a painter. The human body, according to Vasari, is sculpted by God, which in turn inspires artists to depict the human form. Art and design—God’s design—is thereby ‘at the origin of all things’ and not merely painting and sculpture, though the reality we know is still the product of God’s painting and sculpture. According to Vasari, God privileges Man not for his intellect per se, but by bestowing him with the ability of creation and design. Indeed, creativity and design are for Vasari a part of all intellectual discovery. Intellect is the mode of discovering design, which for Vasari, is also creation. Vasari claims “that divine light infused in us by a special act of grace which has not only made us superior to other animals but even similar, if it is permitted to say so, to God Himself” (4). God is more than just a maker, he is a creator with an aesthetic sense. All intellectual human endeavours, claims Vasari, are aesthetic and creative, in their comprehension of God’s design of the world. Vasari’s emphasis on design became outmoded as Renaissance humanism was challenged by the Enlightenment’s interest in humans and other animals as machines. However, evolution challenges even some mechanistic understandings of the human subject, which sometimes presupposed that the human-machine had a maker, as with William Paley’s watchmaker theory. As Richard Dawkins put it in The Blind Watchmaker, nature “has no vision, no foresight, no sight at all. If [evolution] can be said to play the role of the watchmaker in nature, it is the blind watchmaker” (“Chapter One: Explaining the Very Improbable” n.p.). No longer was God’s universe designed for Man’s comprehension and appreciation, foretelling humanity’s own potential extinction.Man and God’s DeathThe idea that humanity was created by blind processes raises the question of what sort of depiction of the human subject is possible after the death of God and the Enlightenment’s tendency toward disenchantment? An art and self-understanding founded on atheism would be in sharp distinction to Vasari’s characterisation of the nature as an artwork coloured by the divine painter and sculptor in the heavens. Man’s creativity and design are, for the Renaissance humanist, part of discovery, the embodied realisations and iterations of the Platonic realm of divine forms. But such designs, wondrous for Vasari, can be viewed as shadows without origin in a post-God world. In Vasari, Platonism is still present where the artist’s creation becomes a way of discerning the origin of all forms, God himself. Yet, without divine origin, these forms are no longer discoveries and the possibility emerges that they are not even creations, emptied of the divine meaning that gave Man’s creative and scientific work value. Nietzsche understood that the loss of God called for the revaluation of all values. This is why Nietzsche claims that God’s death signifies the death of Man. For Nietzsche, the last Man was such an iteration, a shadow of what man had been (Thus Spoke Zarathustra 9-10). The Post-Man, the Übermensch, is one who extends the human power of creation and evaluation. In Vasari, Man is a model created by God. Nietzsche extends this logic: Man is his own creation as is God Man’s model. Man is capable of self-construction and overcoming without the hindrance of the divine. This freedom unlocked by auto-creation renders Man capable of making himself God. As such, art remains a source of sacred power for Nietzsche since it is a process of creative evaluation. The sacred is affirmed against secular profanity. For Nietzsche, God must be envisaged as Dionysus, a God that Nietzsche claims takes on a human form in Greek festivals dedicated to creation and fecundity. Mankind, in order to continue to have value after God’s death, “must become gods”, must take the place of God (The Gay Science 120). Nietzsche, All-Too HumanistNietzsche begins a project of rethinking Man as a category. Yet there is much in common with Renaissance humanism generated by Nietzsche’s Dionysian belief in a merger between God and Man. Man is overcome by a stronger and more creative figure, that of the Übermensch. By comparing Nietzsche with Vasari we can understand just how humanist Nietzsche remained. Indeed, Nietzsche fervently admired the Renaissance as a rebirth of paganism. Such an assessment of the rebirth of pagan art and values can almost be found in Vasari himself. Vasari claimed that pagan art, far from being blasphemous, brought Man closer to the divine in a tribute to the creativity of God. Vasari’s criticism of Christianity is careful but present. Indeed, Vasari—in a way that anticipates Nietzsche’s view that secular sacrilege was merely an extension of Christian sacrilege—attacks Christian iconoclasm, noting that barbarians and Christians worked together to destroy sacred forms of art: not only did [early Christianity] ruin or cast to the ground all the marvellous statues, sculptures, paintings, mosaics, and ornaments of the false pagan gods, but it also did away with the memorials and testimonials to an infinite number of illustrious people, in whose honour statues and other memorials had been constructed in public places by the genius of antiquity. (5) In this respect, Vasari embodies the values Nietzsche so praised in the Italian Renaissance. Vasari emphasises the artistic creations that enshrine distinctions of value and social hierarchy. While Vasari continues Platonic notions that ideals exist before human creation, he nevertheless holds human creation as a realisation and embodiment of the ideal, which is not dissimilar to Nietzsche’s notion of divine embodiment. For Nietzsche and Vasari, Man is exulted when he can rise, like a god, above other men. Another possibility would be to lower Man to just another animal. One way to envision such a lowering would be to subvert the mode by which Man is deemed God-like. Art that engages with the death of Man helps conceptualise subhumanism and the way that the subject ceases to be raised above the animal. What follows are studies of artworks that unbuild the subject. Francis Bacon’s “Study of a Baboon”Francis Bacon’s work challenges the human subject by depicting nonhuman subjects, where the flesh is torn open and Man’s animal flesh is exposed. Sometimes Bacon does not merely disfigure the human form but violently abandons it to focus on animals that reveal animal qualities latent in the subject. Bacon’s “Study of a Baboon”, expresses a sense of human devolution: Man devolved to monkey. In the work, we see a baboon within an enclosure, sitting above a tree that simultaneously resembles a gothic shadow, a cross, and even a smear. The dark, cross-like tree may suggest the conquering of God by a baboon, a type of monkey, recalling the old slander of Darwin’s theory, namely that Darwinism entailed that humanity descended from monkeys (which Darwin’s theory does not claim). But far from victorious, the monkey is in a state of suffering. While the baboon is not crucified on or by the tree, suffering pervades the frame. Its head resembles some sort of skull. The body is faintly painted in a melancholy blue with smudges of purple and is translucent and ghostly—at once a lump of matter and a spectral absence. We do not see the baboon through the cage. Instead we see through the baboon at the cage. Indeed, its very physiology involves the encountering of trauma as the head of the baboon does not simply connect to the body but stabs through the body as a sharp bone, perhaps opaquely evoking the violence of evolution. Similarly, the baboon’s tail seems to stab through the tree. Its eye is an enlarged void and a pupil is indicated by a bluish white triangle splitting through the void. The tree has something of the menacing and looming quality of a shadow and there is a sense of wilderness confronted by death and entrapment, evoked through the background. The yellowy ground is suggestive of dead grass. While potentially gesturing to the psychical confusion and intensity of Vincent Van Gogh or Edvard Munch, the yellowed grass more likely evokes the empty, barren and hostile planes of the desert and contrasts with the darkened colours. The baboon sitting on the cross/tree may seem to have reached some sort of pinnacle but such a status is mocked by the tree that manages to continue outside the fence: the branches nightmarishly protrude through the fence to conquer the frame, which in turn furthers the sense of inescapable entrapment and threat. The baboon is thereby precluded from reaching a higher point on the tree, unable to climb the branches, and underscores the baboon’s confines. The painting is labelled a study, which may suggest it is unfinished. However, Bacon’s completed works preserve an unfinished quality. This unfinished quality conveys a sense in which Man and evolution are unfinished and that being finished in the sense of being completed is no longer possible. The idea that there can finished work of art, a work of art that preserves an eternal meaning, has been repeatedly subject to serious doubt, including by artists themselves. Indeed, Bacon’s work erases the potential for perfection and completion, and breaks down, through devolution, what has been achieved by Man and the forces that shaped him. The subject is lowered from that of human to that of a baboon and is therefore, by Vasari’s Renaissance reasoning, not a subject at all. Bacon’s sketch and study exist to evoke a sense of incompletion, involving pain without resolution. The animal state of pain is therefore married with existential entrapment and isolation as art ceases to express the Platonic ideal and aims to show the truth of the shadow—namely that humanity is without a God, a God that previously shed light on humanity’s condition and anchored the human subject. If there is a trace or echo of human nobility left, such a trace functions through the wild and violent quality of animal indignation. A scream of painful indignity is the last act approaching (or descending from) any dignity that is afforded. Jan Švankmajer’s Darkness, Light, DarknessAn even more extreme case of the subject no longer being the subject, of being broken and muted—so much so that animal protest is annulled—can be witnessed in Jan Švankmajer’s animated short Darkness, Light, Darkness. In the animation, green clay hands mould and form a human body in order to be part of it. But when complete, the human body is trapped, grotesquely out of proportion with its environment. The film begins in a darkened house. There is a knocking of the door, and then the first green hand opens the door and turns on the light. The hand falls to the floor, blindly making its way to another door on the opposite side of the house. The hand opens the door only for eyeballs to roll out. The eyes look around. The hand pushes its clay fingers against the eyeballs, and the eyeballs become attached to the fingers. Suddenly with sight, the hand is able to lift itself up. The hand discovers that another hand is knocking at the door. The first hand helps the second hand, and then goes to the window where a pair of ears are stuck together flapping like a moth. The hands work together and break the ears apart. The first hand, the one with eyes, attaches the ears to the second hand. Then a head with a snout, but missing eyes and ears, enters through the door. The hands pull the snout until it becomes a nose, suppressing and remoulding the animal until it becomes human. As with Bacon, the violence of evolution, of auto-construction is conveyed indirectly: in Bacon’s case, through painted devolution and, in the case of the claymation, through a violent construction based on mutilation and smashing body parts together.Although I have described only three minutes of the seven-minute film, it already presents an image of human construction devoid of art or divine design. Man, or rather the hands, become the blind watchman of evolution. The hands work contingently, with what they are provided. They shape themselves based on need. The body, after all, exists as parts, and the human body is made up of other life forms, both sustaining and being sustained by them. The hands work together, and sacrifice sight and hearing for the head. They tear off the ears and remove the eyes and give them to the head. Transcendence is exchanged for subsistence. The absurdity of this contingency becomes most apparent when the hands attempt to merge with the head, to be the head’s feet. Then the feet actually arrive and are attached to the head’s neck. The human subject in such a state is thereby deformed and incomplete. It is a frightened form, cowering when it hears banging at the door. It turns out that the banging is being produced by an angry erect penis pounding at the door. However, even this symbol of masculine potency is subdued, rendered harmless by the hands that splash a bucket of cold water on it. The introduction of the penis signifies the masculinist notions implicit in the term Man, but we only ever see the penis when it is flaccid. The human subject is able to be concluded when clay pours from both doors and the window. The hands sculpt the clay and make the body, which, when complete is oversized and barely fits within the house. The male subject is then trapped, cramped in a foetal position. With its head against the ceiling next to the light, breathing heavily, all it can do is turn out the light. The head opens its mouth either in horror or a state of exertion and gasps. The eyes bulge before one of the body’s hands turns switch, perhaps suggesting terror before death or simply the effort involved in turning off the light. Once completed and built, the human subject remains in the dark. Despite the evident quirky, playful humour, Švankmajer’s film reflects an exhaustion with art itself. Human life becomes clay comically finding its own form. For Vasari, the ideal of the human form is realised first by God and then by Man through marble; for Švankmajer it is green clay. He demotes man back to the substance for a God to mould but, as there is no God to breathe life into it and give form, there is just the body to imperfectly mould itself. The film challenges both Vasari’s humanism and the suprahumanism of Nietzschean spectacle. Instead of the self-generating power and radical interdependence and agency of Übermensch, Švankmajer’s sub-subject is Man undercome—man beneath as opposed to over man, man mocked by its ambition, and with no space to stand high. Švankmajer thereby realises the anti-Nietzschean potential inherent within cinema’s anti-spectacular nature. Antonin Artaud, who extends the aesthetics advanced by Nietzsche in The Birth of Tragedy, contrasts the theatre’s sense of animal life with cinema. Artaud observes that movies “murder us with second-hand reproductions […] filtered through machines” (84). Thus, films murder creative and animal power as film flattens life to a dead realm of reproduction. Continuing Jacques Derrida’s hauntological framing of the screen, the animation theorist Alan Cholodenko has argued that the screen implies death. Motion is dead and replaced by illusion, a recording relayed back to us. What renders cinema haunting also renders it hauntological. For Cholodenko, cinema’s animation challenges ontology and metaphysics by eschewing stable ontologies through a process that entails both presence and absence. As Cholodenko points out, all film is a type of animation and reanimation, of making images move that are not in fact moving. Thus, one can argue that the animated-animation (such as Švankmajer’s claymation) becomes a refinement of death, a Frankesteinian reanimation of dead material. Indeed, Darkness, Light, Darkness accentuates the presence of death with the green clay almost resembling putrefaction. The fingerprints on the clay accentuate a lack of life, for the autonomous and dead matter that constructs and shapes a dead body from seemingly severed body parts. Even the title of the film, Darkness, Light, Darkness reflects an experience of cinema as deflation rather than joyous spectacle. One goes to a darkened space, watches light flicker on a screen and then the light goes out again. The cartoonish motions of the hands and body parts in the film look only half alive and therefore seem half-dead. Made in the decaying Communist state of Czechoslovakia, Švankmajer’s film aptly acknowledges the deflation of cinema, reflecting that illumination—the light of God, is put out, or more specifically, switched off. With the light of God switched off, creation becomes construction and construction becomes reconstruction, filtered through cinema’s machine processes as framed through Cholodenko. Still, Švankmajer’s animation is not unsympathetic to the plight of the hands. We do see the body parts work together. When a vulgar, meaty, non-claymation tongue comes out through the door, it goes straight to the other door to let the teeth in. The teeth and tongue are aided by the hands to complete the face. Indeed, what they produce is a human being, which has some sense of coherence and success—a success enmeshed with failure and entrapment. Piccinini’s “The Young Family”Patricia Piccinini’s sculptural works offer a more tender approach to the subject, especially when her works focus on the nonhuman animal with human characteristics. Piccinini is interested in the combinations of the animal and the machine, so her ideas can be seen almost as transhuman, where the human is extended beyond humanism. Her work is based on connection and connectedness, but does not emphasise the humanist values of innovation and self-creation often inherent to transhumanism. Indeed, the emphasis on connection is distinct from the entrapment of Bacon’s baboon and Švankmajer’s clay human, which half lament freedom’s negation.The way that Piccinini preserves aspects of humanism within a framework of subhumanism is evident in her work “The Young Family”. The hypperrealistic sculpture depicts a humanoid pig form, flopped, presumably exhausted, as piglet-babies suckle on her nipples. The work was inspired by a scientific proposal for pigs to be genetically modified to provide organs for humans (“Educational Resource” 5). Such a transhuman setting frames a subhuman aesthetic. Care is taken to render the scene with sentiment but without a sense of the ideal, without perfection. One baby-piglet tenderly grasps its foot with both hands and stares with love at its mother. We see two piglets enthusiastically sucking their mother’s teat, while a third baby/piglet’s bottom is visible, indicating that there is a third piglet scrambling for milk. The mother gazes at us, with her naked mammalian body visible. We see her wrinkles and veins. There is some fur on her head and some hair on her eyebrows humanising her. Indeed, her eyes are distinctly human and convey affection. Affection seems to be a motif that carries through to the materials (carefully crafted by Piccinini’s studio). The affection displayed in the artwork is trans-special, emphasising that human tenderness is in fact mammalian tenderness. Such tenderness conflates the human, the nonhuman animal and the material out of which the humanoid creature and its young are constructed. The sub-agency brings together the young and the old by displaying the closeness of the family. Something of this sub-subjectivity is theorised in Malcolm Bull’s Anti-Nietzsche, where he contrasts Nietzsche’s idea of the Übermensch with the idea of the subhuman. Bull writes that subhumanism involves giving up on “becoming more than a man and think[ing] only of becoming something less” (n.p.; Chapter 2, sec. “The Subhuman”). Piccinini depicts vulnerability and tenderness with life forms that are properly speaking subhuman, and reject the displays of strength of Nietzsche’s suprahumanism or Vasari’s emphasis on art commemorating great men. But Piccinini’s subhumanism preserves enough humanism to understand art’s ability to encourage an ethics of nurturing. In this respect, her works offer an alternative to Bull’s subhumanism that aims, so Bull argues, to devalue art altogether. Instead, Piccinini affirms imagination, but through its ability to conjure new ways to perceive animal affection. The sub-subject thereby functions to reveal states of emotion common to mammals (including humans) and other animals. ConclusionThese three artists therefore convey distinct, if related and intersecting, ways of visualising the sub-subject: Bacon through animal suffering, Švankmajer through adaptation that ultimately leads to the agent’s entrapment, and Piccinini who, instead of marrying anti-humanism with the subhumanism (the procedure of Švankmajer, and Bacon), integrates aspects of transhumanism and Renaissance humanism into her subhuman vision. As such, these works present a realisation of how we might think of the going under of the human subject after Darwin, Nietzsche and the deaths of God, Man and the diminishment of creativity. Such works remain not only antithetical to Vasari’s humanism but also to Nietzsche’s suprahumanism. These artists use art’s power to humble—not through overpowering awe but through the visible breakdown of the human agent, speaking for and to the sub-subject. Such art, by unbuilding and dismantling the subject, draws on prehuman trajectories of evolution, and in the case of Piccinini, transhuman trajectories. Art ceases to be about the grandiose evocations of power. Rather, more modestly, these works build a connection between the human with other mammals. Acknowledgements I wish to acknowledge Daniel Canaris for his valuable insights into Christianity and the Italian Renaissance, Alan Cholodenko for providing copies of his works that were central to my interpretation of Švankmajer, and Rachel Franks and Simon Dwyer for their invaluable assistance and finding very helpful reviewers. References Artaud, Antonin. The Theatre and Its Double. New York: Grove P, 1958.Art Gallery of South Australia. “Educational Resource Patricia Piccinini.” Adelaide: Art Gallery of South Australia. 11 Dec. 2016 <https://www.artgallery.sa.gov.au/agsa/home/Learning/docs/Online_Resources/Piccinini_online_resource.pdf>.Bacon, Francis. “Head I.” 1948. Oil on Canvas. 100.3 x 74.9cm. ———. “Study of a Baboon.” 1953. Oil on Canvas. 198.3 x 137.3cm. Bull, Malcolm. Anti-Nietzsche. New York: Verso, 2011. Cholodenko, Alan. “First Principles of Animation.” Animating Film Theory. Ed. Karen Beckman. Duke UP, 2014. 98-110.———. “The Crypt, the Haunted House, of Cinema.” Cultural Studies Review 10.2 (2004): 99-113. Darkness, Light, Darkness. Jan Švankmajer, 1990. 35mm. Nietzsche, Friedrich. The Birth of Tragedy and Other Writings. Cambridge: Cambridge UP, 2007. ———. The Gay Science. Cambridge: Cambridge UP, 2007. ———. Thus Spoke Zarathustra. Cambridge: Cambridge UP, 2006.Piccinini, Patricia. “The Young Family.” 2002. Silicone, Polyurethane, Leather, Plywood, Human Hair, 80 x 150 x 110cm. Vasari, Giorgio. The Lives of Artists. Oxford: Oxford UP, 1998.Wolfe, Cary. What Is Posthumanism? Minneapolis: U of Minnesota P, 2010.