Dissertations / Theses on the topic 'Identification faciale'
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Fayat, Vincent. "Approche et analyse des différentes méthodes de reconstitution faciale tridimensionnelle." Toulouse 3, 2001. http://www.theses.fr/2001TOU33025.
Full textKose, Neslihan. "Leurrage et dissimulation en reconnaissance faciale : analyses et contre attaques." Electronic Thesis or Diss., Paris, ENST, 2014. http://www.theses.fr/2014ENST0020.
Full textHuman recognition has become an important topic as the need and investments for security applications grow continuously. Numerous biometric systems exist which utilize various human characteristics. Among all biometrics traits, face recognition is advantageous in terms of accessibility and reliability. In the thesis, two challenges in face recognition are analyzed. The first one is face spoofing. Spoofing in face recognition is explained together with the countermeasure techniques that are proposed for the protection of face recognition systems against spoofing attacks. For this purpose, both 2D photograph and 3D mask attacks are analyzed. The second challenge explored in the thesis is disguise variations, which are due to facial alterations, facial makeup and facial accessories (occlusions). The impact of these disguise variations on face recognition is explored, separately. Then, techniques which are robust against disguise variations are proposed
Kose, Neslihan. "Leurrage et dissimulation en reconnaissance faciale : analyses et contre attaques." Thesis, Paris, ENST, 2014. http://www.theses.fr/2014ENST0020/document.
Full textHuman recognition has become an important topic as the need and investments for security applications grow continuously. Numerous biometric systems exist which utilize various human characteristics. Among all biometrics traits, face recognition is advantageous in terms of accessibility and reliability. In the thesis, two challenges in face recognition are analyzed. The first one is face spoofing. Spoofing in face recognition is explained together with the countermeasure techniques that are proposed for the protection of face recognition systems against spoofing attacks. For this purpose, both 2D photograph and 3D mask attacks are analyzed. The second challenge explored in the thesis is disguise variations, which are due to facial alterations, facial makeup and facial accessories (occlusions). The impact of these disguise variations on face recognition is explored, separately. Then, techniques which are robust against disguise variations are proposed
Kermi, Adel. "Reconstructions faciales à partir d'images tridimensionnelles de crânes humains par recalage et modèle déformable pour l'identification de personnes." Phd thesis, Télécom ParisTech, 2008. http://pastel.archives-ouvertes.fr/pastel-00004311.
Full textTilotta, Françoise. "Contribution à la reconstitution faciale en médecine légale : proposition d’une nouvelle méthode statistique." Université de Paris-Sud. UFR STAPS d'Orsay (Essonne), 2008. http://www.theses.fr/2008PA113002.
Full textIn recent years, the development of IT and medical imaging has had a major impact on facial reconstruction. New strategies have been proposed to reconstitute the morphology of a face from the observation of a skull. Usually, these techniques are based either on few landmark measurements or on the use of templates associated to the face and the skull. In our work, we choose a local and individual approach based on the used of dense meshes associated to a large collection of landmarks directly extracted from CT-scans. Our method allows to reconstruct local features on the skull like the nose with a good accuracy. We first built a database with 47 CT-Scan using whole head performed on 47 volunteers European women aged from 20 to 40 years. Our image processing includes 1/ the segmentation of both skull and external skin surface for each slice; 2/ the construction of two 3D surfaces by meshing curves on successive slices. Then 39 landmarks are manually located on each skull mesh. Our image processing step allows to compute geodesics on the meshed surface and extract anatomically identified feature from the bone surface (bone patch). Using registration techniques it is possible to construct a distance between individual features on the skull (bone patch) and to compute average of the corresponding skin features. We have derived two approaches to compute such average of skin features : one is based on the extraction of skin thickness, the second is based on the extraction of the external skin surface
Huang, Di. "Robust face recognition based on three dimensional data." Phd thesis, Ecole Centrale de Lyon, 2011. http://tel.archives-ouvertes.fr/tel-00693158.
Full textMallat, Khawla. "Efficient integration of thermal technology in facial image processing through interspectral synthesis." Electronic Thesis or Diss., Sorbonne université, 2020. http://www.theses.fr/2020SORUS223.
Full textThermal imaging technology has significantly evolved during the last couple of decades, mostly thanks to thermal cameras having become more affordable and user friendly. However, and given that the exploration of thermal imagery is reasonably new, only a few public databases are available to the research community. This limitation consequently prevents the impact of deep learning technologies from generating improved and reliable face biometric systems that operate in the thermal spectrum. A possible solution relates to the development of technologies that bridge the gap between visible and thermal spectra. In attempting to respond to this necessity, the research presented in this dissertation aims to explore interspectral synthesis as a direction for efficient and prompt integration of thermal technology in already deployed face biometric systems.As a first contribution, a new database, containing paired visible and thermal face images acquired simultaneously, was collected and made publicly available to foster research in thermal face image processing. Motivated by the need for fast and straightforward integration into existing face recognition systems, a set of contributions consisted in proposing a cross-spectrum face recognition framework based on a novel approach of thermal-to-visible face synthesis in order to estimate the visible face from the thermal input. Contributions consisting in exploring interspectral synthesis from visible to thermal spectrum for facial image processing tasks related to, but different than face recognition, are also presented including facial landmark detection and face biometric spoofing in thermal spectrum
Ballihi, Lahoucine. "Biométrie faciale 3D par apprentissage des caractéristiques géométriques : Application à la reconnaissance des visages et à la classification du genre." Phd thesis, Université des Sciences et Technologie de Lille - Lille I, 2012. http://tel.archives-ouvertes.fr/tel-00726299.
Full textIbarrondo, Luis Alberto. "Privacy-preserving biometric recognition systems with advanced cryptographic techniques." Electronic Thesis or Diss., Sorbonne université, 2023. https://theses.hal.science/tel-04058954.
Full textDealing with highly sensitive data, identity management systems must provide adequate privacy protection as they leverage biometrics technology. Wielding Multi-Party Computation (MPC), Homomorphic Encryption (HE) and Functional Encryption (FE), this thesis tackles the design and implementation of practical privacy-preserving biometric systems, from the feature extraction to the matching with enrolled users. This work is consecrated to the design of secure biometric solutions for multiple scenarios, putting special care to balance accuracy and performance with the security guarantees, while improving upon existing works in the domain. We go beyond privacy preservation against semi-honest adversaries by also ensuring correctness facing malicious adversaries. Lastly, we address the leakage of biometric data when revealing the output, a privacy concern often overlooked in the literature. The main contributions of this thesis are: • A new face identification solution built on FE-based private inner product matching mitigating input leakage. • A novel efficient two-party computation protocol, Funshade, to preserve the privacy of biometric thresholded distance metric operations. • An innovative method to perform privacy-preserving biometric identification based on the notion of group testing named Grote. • A new distributed decryption protocol with collaborative masking addressing input leakage, dubbed Colmade. • An honest majority three-party computation protocol, Banners, to perform maliciously secure inference of Binarized Neural Networks. • A HE Python library named Pyfhel, offering a high-level abstraction and low-level functionalities, with applications in teaching
McIntyre, A. H. "Applying psychology to forensic facial identification : perception and identification of facial composite images and facial image comparison." Thesis, University of Stirling, 2012. http://hdl.handle.net/1893/9077.
Full textMohd, Hadi Pritam Helmi. "Facial creases in human identification." Thesis, University of Dundee, 2012. https://discovery.dundee.ac.uk/en/studentTheses/8d7c0427-13b1-40eb-870f-d01c9d795b7b.
Full textMacLaren, Ian J. H. (Ian James Henry) Carleton University Dissertation Information and Systems Science. "Machine identification of facial images." Ottawa, 1989.
Find full textFerguson, Eilidh Louise. "Facial identification of children : a test of automated facial recognition and manual facial comparison techniques on juvenile face images." Thesis, University of Dundee, 2015. https://discovery.dundee.ac.uk/en/studentTheses/03679266-9552-45da-9c6d-0f062c4893c8.
Full textMichael, S. D. "Volumetric facial reconstruction for foreign identification." Thesis, Swansea University, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.638189.
Full textMorecroft, L. C. "A statistical approach to facial identification." Thesis, University of Sheffield, 2009. http://etheses.whiterose.ac.uk/574/.
Full textRoss, Stephen James. "Processing facial similarity utilizing denotative and connotative information to understand facial similarity judgments /." To access this resource online via ProQuest Dissertations and Theses @ UTEP, 2008. http://0-proquest.umi.com.lib.utep.edu/login?COPT=REJTPTU0YmImSU5UPTAmVkVSPTI=&clientId=2515.
Full textCowle, Kenneth M. "Accuracy Variations in Human Facial Identification Based on Time of Exposure." Thesis, University of North Texas, 2006. https://digital.library.unt.edu/ark:/67531/metadc5415/.
Full textBenedikt, Lanthao. "Using 3d Facial Motion for Biometric Identification." Thesis, Cardiff University, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.523527.
Full textDantcheva, Antitza. "Biométries faciales douces : méthodes, applications et défis." Phd thesis, Télécom ParisTech, 2011. http://pastel.archives-ouvertes.fr/pastel-00673146.
Full textDantcheva, Antitza. "Biométries faciales douces : méthodes, applications et défis." Phd thesis, Paris, Télécom ParisTech, 2011. https://pastel.hal.science/pastel-00673146.
Full textThis dissertation studies soft biometrics traits, their applicability in different security and commercial scenarios, as well as related usability aspects. We place the emphasis on human facial soft biometric traits which constitute the set of physical, adhered or behavioral human characteristics that can partially differentiate, classify and identify humans. Such traits, which include characteristics like age, gender, skin and eye color, the presence of glasses, moustache or beard, inherit several advantages such as ease of acquisition, as well as a natural compatibility with how humans perceive their surroundings. Specifically, soft biometric traits are compatible with the human process of classifying and recalling our environment, a process which involves constructions of hierarchical structures of different refined traits. This thesis explores these traits, and their application in soft biometric systems (SBSs), and specifically focuses on how such systems can achieve different goals including database search pruning, human identification, human re–identification and, on a different note, prediction and quantification of facial aesthetics. Our motivation originates from the emerging importance of such applications in our evolving society, as well as from the practicality of such systems. SBSs generally benefit from the non-intrusive nature of acquiring soft biometric traits, and enjoy computational efficiency which in turn allows for fast, enrolment–free and pose–flexible biometric analysis, even in the absence of consent and cooperation by the involved human subjects
Flores, Marta Regina Pinheiro. "Proposta de metodologia de análise fotoantropométrica para identificação humana em imagens faciais em norma frontal." Universidade de São Paulo, 2014. http://www.teses.usp.br/teses/disponiveis/58/58131/tde-25032015-092813/.
Full textFace is the body part that most synthesizes the human being and, to be understood, has been targeted from different branches of science, including the Forensic Facial Identification area. The Cephalometry, science responsible for facial studies and their relationships, although extensively studied for clinical and radiographic employment, especially by dental professionals, it has not been standardized and validated yet for its use in facial images and/or photo analysis. Due to the growth of technology and automated production of the era in which we live, where camera-coupled devices are part of vast majority ordinary life of world population, methodologies development is necessary to confirm the objectivity, reproducibility and reliability of their analyzes, especially for areas that require precision and technical/scientific rigor as criminal expertise. In this sense, this research aimed to propose a standardization method in determining cephalometric points exclusively based on frontal view facial images and determine which points have higher and lower variability of measurement, for possible use in human identification. The experimental part of the study was drawn in two stages. In the first phase, the conventional method (classic cephalometry) was used to describe the reference anatomical points and, in the second, the proposed photoanthropometric method was used. Both phases were analyzed by five examiners who scored 16 points in facial topography of 18 images randomly chosen from an image database. For all analyzes, a software developed by the Expertise Service in Audiovisual and Electronics of the National Institute of Criminology, Federal Police, called SMVFace, was used. It could be observed that there was a large variability reduction of anatomical points after the photoanthropometry description adoption, especially for 15 Alar, Endocanthion, Glabella, Gonion, Iridium Medial, Upper Lip and Zigion points. In contrast, a slight variability increase of Chelion, Lower Lip and Gnathion points was observed. Despite the increased variability of these points, most markings are performed below the acceptable error advocated by some studies. These results demonstrate that, although some limitations, the use of the proposed photoanthropometric description was crucial to achieve greater accuracy of anatomical landmarks determination in general
Tredoux, Colin Getty. "Evaluating the fairness of identification parades with measures of facial similarity." Doctoral thesis, University of Cape Town, 1996. http://hdl.handle.net/11427/21840.
Full textThis thesis addresses a practical problem. The problem concerns the evaluation of 'identification parades', or 'lineups', which are frequently used by police to secure evidence of identification. It is well recognised that this evidence is frequently unreliable, and has led on occasion to tragic miscarriages of justice. A review of South African law is conducted and reported in the thesis, and shows that the legal treatment of identification parades centres on the requirement that parades should be composed of people of similar appearance to the suspect. I argue that it is not possible, in practice, to assess whether this requirement has been met and that this is a significant failing. Psychological work on identification parades includes the development of measures of parade fairness, and the investigation of alternate lineup structures. Measures of parade fairness suggested in the literature are indirectly derived, though; and I argue that they fail to address the question of physical similarity. In addition, I develop ways of reasoning inferentially (statistically) with measures of parade fairness, and suggest a new measure of parade fairness. The absence of a direct measure of similarity constitutes the rationale for the empirical component of the thesis. I propose a measure of facial similarity, in which the similarity of two faces is defined as the Euclidean distance between them in a principal component space, or representational basis. (The space is determined by treating a set of digitized faces as numerical vectors, and by submitting these to principal component analysis). A similar definition is provided for 'facial distinctiveness', namely as the distance of a face from the origin or centroid of the space. The validity of the proposed similarity measure is investigated in several ways, in a total of seven studies, involving approximately 700 subjects. 350 frontal face images and 280 profile face images were collected for use as experimental materials, and as the source for the component space underlying the similarity measure. The weight of the evidence, particularly from a set of similarity rating tasks, suggests that the measure corresponds reasonably well to perceptions of facial similarity. Results from a mock witness experiment showed that it is also strongly, and monotonically related to standard measures of lineup fairness. Evidence from several investigations of the distinctiveness measure, on the other hand, showed that it does not appear to be related to perceptions of facial distinctiveness. An additional empirical investigation examined the relation between target-foil similarity and identification performance. Performance was greater for lineups of low similarity, both when the perpetrator was present, and when the perpetrator was absent. The consequences of this for the understanding of lineup construction and evaluation are discussed.
Gonzalez-Figueroa, America. "Evaluation of the optical laser scanning system for facial identification." Thesis, University of Glasgow, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.301602.
Full textBarkl, Sophie June. "Facial Emotion Identification in Early-Onset and First-Episode Psychosis." Thesis, The University of Sydney, 2016. http://hdl.handle.net/2123/15507.
Full textZeilmann, Patrícia Pereira. "Avaliação da acuracidade da reconstrução facial 3D por meio de fotografias antemortem de indivíduos previamente identificados." Universidade de São Paulo, 2013. http://www.teses.usp.br/teses/disponiveis/23/23153/tde-28032014-201941/.
Full textThe aim of this study was to evaluate, by comparison with antemortem photographs, the accuracy of manual and computerized forensic facial reconstruction of adult Brazilians using the Manchester method. The faces were reconstructed from 08 skulls, 04 female and 04 male that were exhumed at the Municipal Cemitery Necropolis of Campo Santo-Guarulhos/Sao Paulo. This study is justified to allow the use of the Manchester method considering the soft tissue depths from Brazilian people. Eight plaster replicas made for manual reconstructions and eight 3D virtual models, obtained by tomography for computerized were taken to the Centre for Anatomy and Human Identification at the University of Dundee/Scotland/UK. Clay was used for the manual and the SensAble technology through the FreeForm Modeling Plus software and the tactil device Phantom Haptic Desktop for the computerized. The accuracy of 16 reconstructions resulting was evaluated by two methods: images of the reconstructions were produced and shown to 100 volunteers who were asked to choose the subject of photography in vivo when included with other five subjects randomly selected; and by the resemblance test, comparing the photograph of the reconstruction with the subject\'s target side by side, which was also done with two control subjects. Although in both tests the 08 subjects achieved the best results in the number of correct answers and in the degree of resemblance, the manual reconstruction achieved a better performance and the higher level of accuracy in one case was 90% in recognition test, while the computerized was 81%. This study showed that the Manchester method in Brazilians, as well as the FreeForm Modeling Plus are usefull and adequate tools for use in facial reconstruction with very significant levels of success.
Manohar, Vasant. "Video-Based Person Identification Using Facial Strain Maps as a Biometric." Scholar Commons, 2006. http://scholarcommons.usf.edu/etd/3797.
Full textMartikainen, Katariina, and Kewser Said. "A facial recognition application for elderly care : Caregiver verification and identification." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-235636.
Full textIntresset för ansiktsigenkänning har ökat snabbt under det senaste decenniet. Detta har gjort ansiktsigenkänning både möjlig och användbar. Biometri och identifiering är vanliga användningssätt för ansiktsigenkänning.Sverige befolkning åldras. De äldre fortsätter dessutom att i hög grad bo ensamma. Detta introducerar nya utmaningar för samhället. Hur kan vi bibehålla de äldres autonomi and stötta deras välmående, trots ålderns krämpor?Denna uppsats presenterar en studie om potentialen för att använda ansiktsigenkänning inom äldrevården. I arbetet identifieras behovet av ett ansiktsigenkänningssystem inom äldrevården, en systemarkitektur för att tillgodose detta behov presenteras, implementeringsprocessen av en prototyp av ett sådant system beskrivs samt genomförbarheten av ett sådant system utvärderas. Ett av studiens resultat indikerar att det finns ett behov inom äldreomsorgen att hjälpa seniorer att identifiera och verifiera den personal som besöker dem. Studien visar att ett ansiktsigenkänningssystem som visar information om besökande personal till seniorerna skulle kunna hjälpa dem i deras dagliga liv.Användargränssnittet i den utvecklade prototypen är användbar, men i dess nuvarande stadie är ansiktsigenkänningsdelen av programmet inte exakt nog för att kunna användas i verkligheten. Metoder för att förbättra ansiktsigenkänningsfunktionen i ett sådant system är ett uppslag för framtida forskning.
Ochoa, Claudia. "The effect of facial resemblance on alibi credibility and final verdicts." To access this resource online via ProQuest Dissertations and Theses @ UTEP, 2009. http://0-proquest.umi.com.lib.utep.edu/login?COPT=REJTPTU0YmImSU5UPTAmVkVSPTI=&clientId=2515.
Full textBraybrook, Claire Louise. "Identification and analysis of candidate genes for X-linked cleft palate." Thesis, Imperial College London, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.325607.
Full textLorenzi, Jill Elizabeth. "Ability of Children with Autism Spectrum Disorders to Identify Emotional Facial Expressions." Thesis, Virginia Tech, 2012. http://hdl.handle.net/10919/42642.
Full textMaster of Science
Andersson, Björn, and Martin Valfridsson. "Digital 3D Facial Reconstruction Based on Computed Tomography." Thesis, Linköping University, Department of Science and Technology, 2005. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-2862.
Full textDespite the introduction of DNA-analysis for identification of human remains (1997-2000) several cases exist where the deceased remain unidentified. Approximately ten percent of unknown deceased persons can not be identified by dental status or other present methods. During the year 2003 alone, seven individuals, in Sweden, remain unidentified.
Increase in travel in Europe will lead to more discoveries of foreign human remains in Sweden. In these cases, dental and medical records are often unavailable for the identification process. When reconstructing a face from a skull, a technique with so called landmarks is used. These landmarks define the distance between the skull and the skin.
Today the reconstruction is performed by a forensic artist applying modelling clay to a cast of the skull according to the placement of the landmarks. This method is considered unethical since it involves manipulation of the skull. Another drawback with this method is that it is very time consuming and changes and modifications of the model are hard to do.
This thesis presents the possibilities of digitally, in 3D, reconstructing deceased persons'faces based on computed tomography of skulls. This is done by presenting our PC based 3D modelling tool that we have implemented in Discreet 3ds max. By developing and testing our software we have shown that digital 3D facial reconstruction can be performed by acquiring data from CT and performing the reconstruction process in 3ds max withhelp from our software.
Huckert, Mathilde. "Identification de nouveaux gènes impliqués dans les anomalies crânio-faciales et bucco-dentaires." Thesis, Strasbourg, 2015. http://www.theses.fr/2015STRAJ033/document.
Full textAmelogenesis imperfecta (AI) represents hereditary conditions affecting the quality and quantity of enamel. This disease can exist in isolation or in association with other symptoms in the form of syndromes. Several genes involved in AI are already known, however mutations in these genes are not sufficient to explain all cases of AI. This suggests that mutations in yet unidentified genes underlie AI. The study of informative families included in this research project on cranio-facial and oro-dental anomalies, by using genetic strategies such as candidate gene mutational analysis,homozygosity mapping and next generation sequencing, allowed the discovery of novel genes and mutations in AI. Future investigations based on the recruitment of new families, the development of new next generation sequencing tools and the establishment of cellular and animal models will improve our understanding of amelogenesis
Manohar, Vasant. "Facial skin motion properties from video : modeling and applications." [Tampa, Fla] : University of South Florida, 2009. http://purl.fcla.edu/usf/dc/et/SFE0003288.
Full textBaldasso, Rosane Pérez. "Emprego da fotoantropometria para compreensão do perfil de envelhecimento facial." Universidade de São Paulo, 2016. http://www.teses.usp.br/teses/disponiveis/23/23153/tde-06032017-134731/.
Full textThere are many attempts to design the look of a person over time. A widely used resource for this purpose is the simulation of age progression, which is the modification of a person\'s photograph, representing the effect of aging on their appearance through digital image processing or artistic designs. However, the methodologies commonly used are subjective. The absence of a scientifically consolidated methodology capable of simulating changes in the face, through images, highlights the need for studies in the area, in order to support the criminal expert for technical execution, for their application to assist in the Forensic Facial Identification (FFI). The main premise involved in any method of human identification is the \"uniqueness\" of information used as a comparison. For uniqueness means individuality (or non-repeatability) of the studied parameter, which should be measured to perform specific population studies, with some facial features that are maintained over the years. This study evaluated changes in the metric pattern of the face of adult people according to age, in particular with regard to the growth of ears, nose and change in the thickness of the lips, aiming to understand the aging process and the development of methodologies for age progression to estimate in cases of missing persons and fugitives, giving subsidies to perform the face of the aging simulation technique images. Therefore, were used facial images of 700 South Brazilian adults of both sexes, white ancestry and 20 30, 40, 50, 60, 70 and 80 ages, all in the frontal picture, coming from the National Passport System managed by the Federal Police. Results showed a gradual and measurable increase the height of the ears closely related with the increase of the lobes, increased nose width, as well as decreasing mucous portion of the lips slightly more evident in the lower lip, and these incremental changes over the age groups studied and are different between the sexes. Thus, it was found possible to determine metrically changes that occur in the face of adult individuals depending on age, in particular as regards the nose changes, lips and ears, aiming to understand the aging process and providing data to running the technique of simulating the progression of age in face images.
Foley, Bryan Francis. "IDENTIFICATION OF POTENTIAL GENETIC MARKERS OF FACIAL ASYMMETRY AND TMD IN ORTHOGNATHIC SURGERY PATIENTS." Master's thesis, Temple University Libraries, 2014. http://cdm16002.contentdm.oclc.org/cdm/ref/collection/p245801coll10/id/286577.
Full textM.S.
Temporomandibular disorders (TMD) are comorbid conditions. Most are related to anxiety-induced muscular pain, but some are associated with facial asymmetry resulting from condylar resorption (CR) or condylar hyperplasia (CH). The etiology of the most common forms of CH and CR are still unknown. CR can be caused by rheumatoid arthritis (RA) or more commonly osteoarthritis (OA) of the TMJ, and inflammatory mediators have been previously implicated. Previous studies have identified pain/inflammatory genes related to chronic TMD while others have demonstrated potential genetic markers for RA. Similarly, genome-wide association (GWA) studies have identified genes associated with height, some of which may participate in craniofacial growth, CH, and the development of asymmetry. Masseter muscle is frequently involved in TMD of muscular origin, and left/right fiber-type differences have been previously found in subjects with facial asymmetry. A human transcriptome microarray was used to evaluate whether genes involved with height, pain, or inflammation were differentially expressed in masseter muscle from facially asymmetric patients with and without TMD. This study evaluated orthognathic surgery patients with varying skeletal malocclusions, including subjects with and without facial asymmetry and TMD (n= 93). Masseter muscle samples were collected from ten orthognathic surgery patients treated to correct skeletal malocclusions. Two of whom were classified with facial asymmetry with or without TMD, with one of the two showing positive evidence of CR. Samples were disrupted in QIAzol Lysis Reagent, RNA was isolated using a Qiagen miRNeasy Mini Kit according to the manufacturer's instructions, and quality of the total RNA was tested by Agilent Bioanalyzer and Nanodrop spectrophotometry. Samples were used for quantitative Reverse Transcriptase Polymerase Chain Reaction (RT-PCR) and protocols for microarray analysis were conducted as described in the Ambion WT Expression Manual and the Affymetrix GeneChip Expression Analysis Technical Manual. Principal Components Analysis (PCA) was completed to detect fold-changes for each transcript to determine differences in global gene expression between the two asymmetric and eight remaining subjects. To find differentially expressed transcripts step-up t-tests were performed to correct for false discovery rate (FDR) comparing the two asymmetric samples to the eight symmetric samples. Differences were considered significant if step-up p-values were ±2 between groups. This study evaluated 847 height-related genes and 551 genes associated in pain/inflammatory processes. Genes of interest were determined a priori from GWA studies and the Algynomics Pain Research Panel v.2.0 partially derived from the Orofacial Pain: Prospective Evaluation and Risk Assessment (OPPERA) study. Two hundred and eight transcripts of 847 height associated genes and 132 of 551 pain/inflammatory genes were significant for expression (P±2.0 fold differences in facial asymmetry and/or TMD specimens. Among genes specifically reported to be associated with pain/inflammation, NPY5R (+2.11 fold), GABRA6 (+2.14 fold), CACNA2D1 (-12.51 fold) and EREG (+2.12 fold) showed significantly different (P<0.001) expression levels in the two asymmetric versus the remaining eight symmetric patients. CACNA2D1 expression was significantly increased in symmetric male subjects versus symmetric females (P < 0.05) as well as in asymmetric females versus asymmetric males (P < 0.05). CACNA2D1 expression was also significantly increased in symmetric male subjects versus symmetric females (P <0.05) and was differentially expressed at lower levels, however not significantly, in asymmetric males (p = 0.51). Based on the results collected, the following conclusions were drawn. These methods provide a novel approach to study TMD and/or facial asymmetry in human subjects. To our knowledge, this is the first study to demonstrate that significant expression variation in human height genes may contribute to facial asymmetry with or without TMD, possibly through decreased expression of CACNA2D1. These data suggest TMD patients with facial asymmetry associated with condylar resorption may show significant differential expression of certain inflammatory marker genes such as EREG and CACNA2D1. These data support that gender may play a key role in the development of TMD, possibly through increased CACNA2D1 expression providing protective effects in TMD-free males but deleterious effect in females with TMD. These results support previous findings of pain/inflammatory genes associated with TMD derived from muscular pain. Further studies are needed to understand the genetic contributions to TMD, which may play an important role in future clinical intervention.
Temple University--Theses
Matta, Federico. "Video person recognition strategies using head motion and facial appearance." Nice, 2008. http://www.theses.fr/2008NICE4038.
Full textDans cette thèse, nous avons principalement exploré l'utilisation de l'information temporelle des séquences vidéo afin de l'appliquer à la reconnaissance de personne et de son genre; en particulier, nous nous concentrons sur l'analyse du mouvement de la tête et du visage ainsi que sur leurs applications potentielles comme éléments d'identification biométriques. De plus, nous cherchons à exploiter la majorité de l'information contenue dans la vidéo pour la reconnaissance automatique; plus précisément, nous regardons la possibilité d'intégrer dans un système biométrique multimodal l'information liée au mouvement de la tête et de la bouche avec celle de l'aspect du visage, et nous étudions l'extraction des nouveaux paramètres spatio-temporels pour la reconnaissance faciale. Nous présentons d'abord un système de reconnaissance de la personne qui exploite l'information relative au mouvement spontané de la tête. Cette information est extraite par le suivi dans le plan image de certains éléments caractéristiques du visage. En particulier, nous détaillons la façon dont dans chaque séquence vidéo le visage est tout d'abord détecté semi-automatiquement, puis le suivi automatique dans le temps de certains éléments caractéristiques en utilisant une approche basée sur l'appariement de bloques (template matching). Ensuite, nous exposons les normalisations géométriques des signaux que nous avons obtenus, le calcul des vecteurs caractéristiques, et la façon dont ils sont utilisés pour estimer les modèles des clients, approximés avec des modèles de mélange de gaussiennes. En fin de compte, nous parvenons à identifier et vérifier l'identité de la personne en appliquant la théorie des probabilités et la règle de décision bayésienne (aussi appelée inférence bayésienne). Nous proposons ensuite une extension multimodale de notre système de reconnaissance de la personne; plus précisément, nous intégrons à travers un cadre probabiliste unifié l'information sur le mouvement de la tête avec celles liées au mouvement de la bouche et à l'aspect du visage. En fait nous développons un nouveau sous-système temporel qui a un espace caractéristique étendu, lequel est enrichi par certains paramètres supplémentaires relatif au mouvement de la bouche; dans le même temps nous introduisons un sous-système spatial complémentaire au précédent, basé sur une extension probabiliste de l'approche Eigenfaces d'origine. Ensuite, une étape d'intégration combine les scores de similarité des deux sous-systèmes parallèles, grâce à une stratégie appropriée de fusion d'opinions. Enfin nous étudions une méthode pratique pour extraire de nouveaux paramètres spatio-temporels liés au visage à partir des séquences vidéo; le but est de distinguer l'identité et le genre de la personne. À cette fin nous développons un système de reconnaissance appelé tomovisages (tomofaces), qui applique la technique de la tomographie vidéo pour résumer en une seule image l'information relative au mouvement et à l'aspect du visage d'une personne. Puis, nous détaillons la projection linéaire à partir de l'espace de l'image en rayons X à un espace caractéristique de dimension réduite, l'estimation des modèles des utilisateurs en calculant les représentants des clusters correspondants, et la reconnaissance de l'identité et du genre par le biais d'un classificateur de plus proche voisin, qui adopte des distances dans le sous-espace
In questa tesi di dottorato esploriamo la possibilità di riconoscere l'identità e il sesso di una persona attraverso l'utilizzo dell'informazione temporale disponibile in alcune sequenze video, in particolare ci concentriamo sull'analisi del movimento della testa e del viso, nonché del loro potenziale utilizzo come identificatiori biometrici. Esaminiamo inoltre la problematica relativa al fatto di sfruttare la maggior parte dell'informazione presente nei video per effettuare il riconoscimento automatico della persona; più precisamente, analizziamo la possibilità di integrare in un sistema biometrico multimodale l'informazione relativa al movimento della testa e della bocca con quella dell'aspetto del viso, e studiamo il calcolo di nuovi parametri spazio-temporali che siano utilizzabili per il riconoscimento stesso. In primo luogo presentiamo un sistema di riconoscimento biometrico della persona che sfrutti l'informazione legata al movimento naturale della testa, il quale è estratto seguendo la posizione nel piano immagine di alcuni elementi caratteristici del viso. In particolare descriviamo come in una sequenza video il volto venga dapprima individuato semiautomaticamente, e come poi alcuni suoi elementi caratteristici siano localizzati nel tempo tramite un algoritmo automatico di messa in corrispondenza di modelli (template matching) permettendo di seguirne la posizione. Spieghiamo quindi le normalizzazioni geometriche dei segnali che abbiamo ricavato, il calcolo dei vettori caratteristici, ed il modo in cui questi sono utilizzati per stimare i modelli degli utilizzatori, approssimandoli tramite delle misture di distribuzioni gaussiane (Gaussian mixture models). Alla fine otteniamo l'identificazione e la verifica dell'identità della persona applicando la teoria delle probabilità e la regola di decisione o inferenza bayesiana. In seguito proponiamo un'estensione multimodale del nostro sistema di riconoscimento della persona; più precisamente, tramite un approccio probabilistico unificato, integriamo l'informazione sul movimento della testa con quelle relative al movimento della bocca e all'aspetto del viso. Infatti sviluppiamo un nuovo sottosistema temporale che possiede uno spazio caratteristico esteso, arricchito di alcuni parametri aggiuntivi legati al movimento della bocca; contemporaneamente, introduciamo un sottosistema spaziale complementare al precedente, basato su un'estensione probabilistica dell'approccio Eigenfaces originale. Alla fine implementiamo uno stadio di fusione, che metta insieme i valori di somiglianza dei due sottosistemi paralleli, attraverso un'appropriata strategia di fusione delle opinioni. Infine investighiamo un metodo pratico per estrarre nuovi parametri spazio-temporali relativi al volto a partire da sequenze video, i quali sono utilizzati per distinguere l'identità ed il sesso della persona. A questo riguardo sviluppiamo un sistema di riconoscimento chiamato tomovolti (tomofaces), il quale utilizza la tecnica della tomografia video per riassumere in una sola immagine l'informazione relativa all'aspetto ed al movimento del volto di una persona. Poi descriviamo la proiezione lineare dallo spazio dell'immagine ai raggi X ad un spazio caratteristico di dimensione ridotta, la stima dei modelli degli utilizzatori attraverso il calcolo dei rappresentanti corrispondenti ad ogni cluster, ed il riconoscimento dell'identità e del genere attraverso un classificatore al vicino più prossimo (nearest neighbour classifier), che adopera le distanze nel sottospazio
Suarez, Pardo Myrian Amanda. "Identification et attribution des expressions faciales et vocales émotionnelles chez l'enfant typique et avec autisme." Toulouse 2, 2009. http://www.theses.fr/2009TOU20004.
Full textSocial cognition is defined as our ability to interpret others' behaviour in terms of mental states (thoughts, intentions, desires, and beliefs), to empathize with others' state of mind and to predict how others will think and act. This kind of capability is used, for example, to « read » and to understand the emotional expressions of other people. Within the framework of this research we are interested in children's abilities to express and to interpret the emotional manifestations of other people as a highly mediating factor for their successful social adjustment. This question was explored from both a developmental and comparative perspective. We studied the developmental trajectories of 90 typically developing children, divided into three age groups of 4, 6 and 8 years, and compared them with those of 12 high-functioning autistic children. These groups were assessed with a number of tasks: an affective judgment task from pictures and stories, a narration task using scenes of emotional content and an interview about emotions (composed by production and evocation tasks). Results of the developmental study show that, as typical children get older, they increasingly provide adequate target responses, confusion between emotions decreases and finally they produce more complex narratives and develop expressive capabilities. Furthermore, results of the comparative study show that the autistic population is also able to recognize emotional information from faces, but they show significantly worse performance on other emotional tasks than typical children do. These results are discussed in relation to former research in the domain of emotional, pragmatic and theory of mind
Delmas, Hugues. "Expressions faciales et mensonges factuels : évaluation des croyances et identification des expressions produites lors d’un mensonge à forte charge cognitive." Thesis, Paris 8, 2018. http://www.theses.fr/2018PA080036.
Full textTwo factors increase the lie detection performance: (a) identify and decrease false beliefsand (b) increase behavioral differences between liars and truth-tellers. These factors were studiedin relation to facial expressions of deception in this doctoral dissertation.The present work questioned (a) The most important beliefs about facial expressions ofdeception throught the use of a photographic questionnaire (b) The influence of professionalexperience, stakes of lie (serious or trivial) and the lying behavior evaluated (his own or that ofothers) (c) The relevance of facial expressions’ intensity to detect lies in an reverse orderinstruction which was used to magnify behavioral differences (cognitive load approach).Our results highlighted many new beliefs. Seven of them were very shared by people andconsistent with the stereotypical view of the liar. Beliefs were little infuenced by professionalexperience, the stakes of lie and the evaluated behavior. The reverse order instruction amplifieddifferences between liars and truth-tellers; and the intensity of facial movements was a relevantmeasure for detecting deception. Application of our research is discussed
Liu, C. Y. J. "Facial identification from online images for use in the prevention of child trafficking and exploitation." Thesis, Liverpool John Moores University, 2018. http://researchonline.ljmu.ac.uk/9901/.
Full textMiranda, Geraldo Elias. "Avaliação da acurácia e da semelhança da reconstrução facial forense computadorizada tridimensional e variação facial fotoantropométrica intraindivíduo." Universidade de São Paulo, 2018. http://www.teses.usp.br/teses/disponiveis/23/23153/tde-05112018-125105/.
Full textThis thesis contains three chapters. The aim of the first chapter was to evaluate the accuracy and recognition level of three-dimensional (3D) computerized forensic craniofacial reconstruction (CCFR) performed in a blind test on open-source software using computed tomography data from live subjects. The CCFRs were completed using Blender® with 3D models obtained from the computed tomography data and templates from the MakeHuman® program. The evaluation of accuracy was carried out in CloudCompare®, by geometric comparison of the CCFR to the subject 3D face model (obtained from the CT data). A recognition level was performed using the Picasa® with a frontal standardized photography. The results were presented from all the points that form the CCFR model, with an average for each comparison between 63.20% and 73.67% with a distance -2.5 <= x <= 2.5 mm from the skin surface and the average distances were 1.66 to 0.33 mm. Two of the four CCFRs were correctly matched by the Picasa® tool. Free software programs are capable of producing 3D CCFRs with plausible levels of accuracy and recognition and therefore indicate their value for use in forensic applications. The other two chapters study the facial comparison and aimed to evaluate the facial metrical stability of an individual through photographs taken in a time interval of five years. It is a longitudinal study composed of standard frontal photographs of 666 adults divided by sex and age groups. By using the SAFF 2D® software, 32 landmarks were positioned, whose coordinates were used to calculate 40 measurements, 20 horizontal and 20 vertical. Each of these measurements was divided by iris diameter and thus iridian ratios were obtained. The results showed that most of the ratios did not suffer statistically significant variations. The ratios that had the greatest variation in the different age groups were those of the nose and mouth regions. When comparing the age groups with each other it is observed that the great majority of the reasons are different, showing the influence of age on the facial dimensions. When comparing stability with respect to sex, it was observed that there were ratios that decreased and others that increased in both sexes, while other ratios varied only in females or in males. When the sexes were compared, it was observed that the majority of the ratios were different, showing sexual dimorphism of the facial measures. The face undergoes metrical alterations throughout the life, mainly in the region of the nose and mouth, with the greatest differences seen in those who are aged 60 years and older. In addition, some facial measures are more influenced by sex than others. However, most of the measures raised have remained relatively stable within a period of five years in both sex and age groups.
CAPLOVA, ZUZANA. "MORPHOLOGY OF THE FACE AS A POSTMORTEM PERSONAL IDENTIFIER." Doctoral thesis, Università degli Studi di Milano, 2018. http://hdl.handle.net/2434/544095.
Full textVanezis, Maria. "Forensic facial reconstruction using 3-D computer graphics : evaluation and improvement of its reliability in identification." Thesis, University of Glasgow, 2008. http://theses.gla.ac.uk/375/.
Full textSouza, Andreia Cristina Breda de. "Aproximação fisionômica pericial através de função de base radial hermitiana." Universidade do Estado do Rio de Janeiro, 2014. http://www.bdtd.uerj.br/tde_busca/arquivo.php?codArquivo=9045.
Full textFacial approximation works by building the visual face up from the skull. This method should be performed as last resort, to carry out for missing persons, when there is no other primary identification method avaliable. The purpose of this study was to introduce a new computerized method with hermite radial basis function (HRBF) for facial approximation using dry skull and computed tomography (CT). The same was also evaluated as a result of the recognition. Firstly, a scan of a dry unidentified skull image was used in order to assess if the amount of points would be sufficient for HRBF methodology and subsequent reconstruction of the facial surface. In second, three CT scans of living individuals were used to evaluate the similarity achieved between the real face scanned and facial approximations. An association of different facial structures reconstruction techniques already published for the same region of the face was applied for the same skull. Moreover, some situations from developed facial approximations were simulated, as recognition by a relative or parent, on a face pool-test. Results from the study showed that the purposed methodology can be used for facial approximation. At the three cases a correct approximation identification as one of a few possible matches to the missing person happened. In two of them, the results were consistently better at identifying the correct approximation. In conclusion, the proposed methodology is fast, objective and reaches visual identification. It is possible to perform multiple versions of the same skull, changing the selected data into the system, which maximizes the chances of establishing recognition of the target face. It was also observed that the technique does not need artistic interpretation.
Dickson, Hannah. "Cognitive and facial emotion processing abnormalities among children at-risk for schizophrenia : candidate targets for early identification?" Thesis, King's College London (University of London), 2014. https://kclpure.kcl.ac.uk/portal/en/theses/cognitive-and-facial-emotion-processing-abnormalities-among-children-atrisk-for-schizophrenia(9618da36-4e62-4bb7-b2cc-ab8be40588f6).html.
Full textRuddenklau, Kate Johanna. "The characterisation of cranio-facial form in young West Australians of different population affinity." University of Western Australia. Centre for Forensic Science, 2010. http://theses.library.uwa.edu.au/adt-WU2010.0043.
Full textFernandes, Clemente Maia da Silva. "Análise das reconstruções faciais forenses digitais caracterizadas utilizando padrões de medidas lineares de tecidos moles da face de brasileiros e estrangeiros." Universidade de São Paulo, 2010. http://www.teses.usp.br/teses/disponiveis/23/23148/tde-03072010-103917/.
Full textThe concern with the identification, that is the process by which the identity is determined, is quite old. Currently, the social relations or civil, criminal, administrative and commercial requirements need its evidence. The identification of deceased persons is essential not only to assuage the emotional needs of their friends and family, but also to allow legal actions related to death. Unfortunately, situations often occur when bodies arrive at the Medico-Legal Institutes in a state of putrefaction or skeletonization, and are not identified. In such situations, anthropometric analysis to estimate, for example, age, gender and height, are of great value. In these cases, forensic facial reconstruction is very important because it may serve to recognize and therefore increase the chances of identification. The three-dimensional forensic facial reconstruction can be manual or digital. The digital forensic facial reconstruction was made possible with the advent of Information Technology, medical imaging and new 3D image and reconstruction softwares. To perform facial reconstruction, data on the thickness of the soft tissues of the face are necessary. There is no literature records of facial reconstruction works carried out with digital data of soft tissues obtained from samples of Brazilian subjects. There are two tables of thickness of soft tissue published for the Brazilian population: one obtained from measurements performed in fresh cadavers (fresh cadavers pattern), and another from measurements on magnetic resonance imaging (magnetic resonance pattern). The aim of this study was to perform three different characterized digital forensic facial reconstructions (with hair, eyelashes and eyebrows) of a Brazilian subject (based on an international pattern and two national patterns for soft facial tissue thickness), and evaluate the digital forensic facial reconstructions comparing them to photos of the individual and other nine subjects. We used DICOM images of a computed tomography (CT) donated by a volunteer that, once converted, were used for the realization of the digital facial reconstructions. Once we\'ve performed the three reconstructions, they were compared with photographs of the volunteer who had his face reconstructed and of nine other subjects. Thirty examiners participated in this recognition attempt. The target subject, who had his face reconstructed, was recognized by 26.67% of the examiners in the reconstruction performed with the national Magnetic Resonance Pattern, 23.33% in the reconstruction performed with the national Fresh Cadavers Pattern of and 20.00 % in the reconstruction performed with the International Pattern, and the target-subject was the most recognized subject in the first two patterns. The correct recognitions of the subject indicate that the digital forensic facial reconstruction, carried out with parameters used in this study, may be a useful tool, with one or more subjects recognized to achieve a positive identification.
Oliveira, Silvia Virginia Tedeschi. "Avaliação de medidas da espessura dos tecidos moles da face em uma amostra populacional atendida na Seção Técnica de Verificação de Óbitos do município de Guarulhos - São Paulo." Universidade de São Paulo, 2008. http://www.teses.usp.br/teses/disponiveis/23/23148/tde-21012009-151057/.
Full textThe auxiliary technique of identification known as Facial Reconstruction makes possible to obtain a face identification from the contours of the tissue around the skull, increasing the probabilities of recognition. The reliability of this technique depends on the evaluation of the thickness of the soft tissues that cover the skull. Those measurements were evaluated on a sample of studied cadavers in STVO - Guarulhos (Seção Técnica de Verificação de Óbitos), São Paulo, state Brazil. The thickness has been manually measured using the needle puncture technique in 10 anatomical landmarks of the skull located in the midleline and in 11 bilateral points of 40 cadavers of both sexes, aged between 17 and 90 years, classified by skin color and nutritional state. The average results (mm), of the median points for males (n=26) and females (n=14) were: Supraglabella 5,01/4,37; Glabella 5,58/4,66; Nasion 5,90/5,09; Rhinion (end of nasal bone) 5,21/4,29; Mid-philtrum 10,60/7,73; Supradentale (upper lip margin) 9,10/8,74; Infradentale (lower lip margin) 10,62/9,42; Supramentale 11,00/9,16; Mental eminence 10,64/9,40; Menton 10,40/8,78 and of bilateral points: Frontal eminence 4,95/3,98; Supraorbital 6,99/5,84; Suborbital 6,56/6,01; Inferior malar 11,25/10,00; Lateral orbit 9,10/9,23; Zygomatic arch 9,28/8,88; Supraglenoid 11,61/10,82; Gonion 12,71/10,97; Supra M2 (maxilla)16,41/14,43; Occlusal line 14,40/11,71 e Sub M2 (mandible) 14,60/11,32. Descriptive statistics calculations were made accordingly to T-tests, ANOVA and Tukey tests. Those calculations, when compared with other populations studies, showed different results, that lead to the need of using a specific table with values of the local population to implement the technique of facial reconstruction in skulls without an attributable identity.
Bruel, Ange-Line. "Identification des bases moléculaires et physiopathologiques des syndromes oro-facio-digitaux." Thesis, Dijon, 2016. http://www.theses.fr/2016DIJOS043/document.
Full textOral-facial-digital syndromes (OFDS) are characterized by the association of oral, facial and digital anomalies. The different modes of inheritance and additional features lead to clinically delineate 13 subtypes. For a long time, only the OFD1 gene, responsible for OFDI subtype and coding for a centrosomal protein, has been known, suggesting the involvement of the primary cilium in OFDS. Mutations have recently been reported in the TMEM216, DDX59, SCLT1, TBC1D32 and TCTN3 genes in anecdotic cases. To identify new genes involved in OFDS, we performed whole-exome sequencing in 24 patients. In 14/24 cases, we identified 5 novel genes (C2CD3, TMEM107, INTU, KIAA0753, IFT57), enlarged the clinical spectrum of OFDS of 3 known genes responsible for other ciliopathies (C5orf42, TMEM138, TMEM231) and confirmed the involvement of 3 known genes in OFDS (OFD1, DDX59, WDPCP). Functional studies demonstrated the involvement of the centriolar growth, the transition zone and the intraflagellar transport, through the characterization of 3 major protein complexes: the KIAA0753/OFD1/FOPNL complex controlling the centriole elongation, the MKS module (TMEM107/TMEM231/TMEM216), an essential component of the transition zone, and the CPLANE complex (INTU/FUZ/WDPCP) enabling in the IFT-A assembly. We demonstrated the large clinical and genetic heterogeneity of OFDS, yielding the initial classification in 13 subtypes obsolete, extending the number of 15 causal genes, and confirming OFDS as a new full subgroup of ciliopathies
Alashkar, Taleb. "3D dynamic facial sequences analysis for face recognition and emotion detection." Thesis, Lille 1, 2015. http://www.theses.fr/2015LIL10109/document.
Full textIn this thesis, we have investigated the problems of identity recognition and emotion detection from facial 3D shapes animations (called 4D faces). In particular, we have studied the role of facial (shapes) dynamics in revealing the human identity and their exhibited spontaneous emotion. To this end, we have adopted a comprehensive geometric framework for the purpose of analyzing 3D faces and their dynamics across time. That is, a sequence of 3D faces is first split to an indexed collection of short-term sub-sequences that are represented as matrix (subspace) which define a special matrix manifold called, Grassmann manifold (set of k-dimensional linear subspaces). The geometry of the underlying space is used to effectively compare the 3D sub-sequences, compute statistical summaries (e.g. sample mean, etc.) and quantify densely the divergence between subspaces. Two different representations have been proposed to address the problems of face recognition and emotion detection. They are respectively (1) a dictionary (of subspaces) representation associated to Dictionary Learning and Sparse Coding techniques and (2) a time-parameterized curve (trajectory) representation on the underlying space associated with the Structured-Output SVM classifier for early emotion detection. Experimental evaluations conducted on publicly available BU-4DFE, BU4D-Spontaneous and Cam3D Kinect datasets illustrate the effectiveness of these representations and the algorithmic solutions for identity recognition and emotion detection proposed in this thesis
Makrushin, Andrey [Verfasser], and Jana [Akademischer Betreuer] Dittmann. "Visual recognition systems in a car passenger compartment with the focus on facial driver identification / Andrey Makrushin. Betreuer: Jana Dittmann." Magdeburg : Universitätsbibliothek, 2014. http://d-nb.info/1054638888/34.
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