Academic literature on the topic 'Feature extraction'
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Journal articles on the topic "Feature extraction"
Xia, Liegang, Shulin Mi, Junxia Zhang, Jiancheng Luo, Zhanfeng Shen, and Yubin Cheng. "Dual-Stream Feature Extraction Network Based on CNN and Transformer for Building Extraction." Remote Sensing 15, no. 10 (May 22, 2023): 2689. http://dx.doi.org/10.3390/rs15102689.
Full textHe, Haiqing, Yan Wei, Fuyang Zhou, and Hai Zhang. "A Deep Neural Network for Road Extraction with the Capability to Remove Foreign Objects with Similar Spectra." International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-1-2024 (May 10, 2024): 193–99. http://dx.doi.org/10.5194/isprs-archives-xlviii-1-2024-193-2024.
Full textV., Dr Sellam. "Text Analysis Via Composite Feature Extraction." Journal of Advanced Research in Dynamical and Control Systems 24, no. 4 (March 31, 2020): 310–20. http://dx.doi.org/10.5373/jardcs/v12i4/20201445.
Full textPark, Sun-Bae, and Do-Sik Yoo. "Priority feature extraction using projective transform feature extraction technique." Journal of Korean Institute of Intelligent Systems 34, no. 2 (April 30, 2024): 110–16. http://dx.doi.org/10.5391/jkiis.2024.34.2.110.
Full textOhl, Frank W., and Henning Scheich. "Feature extraction and feature interaction." Behavioral and Brain Sciences 21, no. 2 (April 1998): 278. http://dx.doi.org/10.1017/s0140525x98431170.
Full textWang, Ziyan. "Feature Extraction and Identification of Calligraphy Style Based on Dual Channel Convolution Network." Security and Communication Networks 2022 (May 16, 2022): 1–11. http://dx.doi.org/10.1155/2022/4187797.
Full textZheng, Jian, Hongchun Qu, Zhaoni Li, Lin Li, Xiaoming Tang, and Fei Guo. "A novel autoencoder approach to feature extraction with linear separability for high-dimensional data." PeerJ Computer Science 8 (August 11, 2022): e1061. http://dx.doi.org/10.7717/peerj-cs.1061.
Full textTaha, Mohammed A., Hanaa M. Ahmed, and Saif O. Husain. "Iris Features Extraction and Recognition based on the Scale Invariant Feature Transform (SIFT)." Webology 19, no. 1 (January 20, 2022): 171–84. http://dx.doi.org/10.14704/web/v19i1/web19013.
Full textSoechting, John F., Weilai Song, and Martha Flanders. "Haptic Feature Extraction." Cerebral Cortex 16, no. 8 (October 12, 2005): 1168–80. http://dx.doi.org/10.1093/cercor/bhj058.
Full textHe, Dong-Chen, Li Wang, and Jean Guibert. "Texture feature extraction." Pattern Recognition Letters 6, no. 4 (September 1987): 269–73. http://dx.doi.org/10.1016/0167-8655(87)90087-0.
Full textDissertations / Theses on the topic "Feature extraction"
Goodman, Steve. "Feature extraction and classification." Thesis, University of Sunderland, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.301872.
Full textLiu, Raymond. "Feature extraction in classification." Thesis, Imperial College London, 2013. http://hdl.handle.net/10044/1/23634.
Full textDhanjal, Charanpal. "Sparse Kernel feature extraction." Thesis, University of Southampton, 2008. https://eprints.soton.ac.uk/64875/.
Full textDrangel, Andreas. "Feature extraction from images with augmented feature inputs." Thesis, KTH, Skolan för datavetenskap och kommunikation (CSC), 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-219073.
Full textMaskininlärningsmodeller för uppgifter inom visuellt igenkännande så som bildigenkänning har på senaste tiden varit ett vanligt forskningsområde. Dock har inte mycket forskning fokuserats på att extrahera multipla särdrag från samma inmatning. Detta examensarbete syftar till att undersöka hur kunskap om ett särdrag influerar en modells prestanda som syftar till att klassificera ett annat särdrag, men även hur likhet och generalitet i särdragens datadistribution influerar modellprestanda. Integrering av förstärkande inmatning i form av extra särdragsinformation i bildklassificeringsmodeller visades ge olika resultat beroende på likhet och generalitet av distribution av särdragsdata. Hänsyn måste tas när förstärkande särdrag används för att de förstärkande särdragen inte ska bli helt redundanta eller helt ta över under träningsprocessen. Väljande av rimliga förstärkningssärdrag kan medföra önskade synergieffekter vilket påverkar modellprestandan till det bättre.
Kerr, Dermot. "Autonomous Scale Invariant Feature Extraction." Thesis, University of Ulster, 2008. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.502896.
Full textAlathari, Thamer. "Feature extraction in volumetric images." Thesis, University of Southampton, 2015. https://eprints.soton.ac.uk/379936/.
Full textSerce, Hakan. "Facial Feature Extraction Using Deformable Templates." Master's thesis, METU, 2003. http://etd.lib.metu.edu.tr/upload/1224674/index.pdf.
Full textSherrah, Jamie. "Automatic feature extraction for pattern recognition /." Title page, contents and abstract only, 1998. http://web4.library.adelaide.edu.au/theses/09PH/09phs553.pdf.
Full textCD-ROM in back pocket comprises experimental results and executables. Includes bibliographical references (p. 251-261).
Ljumić, Elvis. "Image feature extraction using fuzzy morphology." Diss., Online access via UMI:, 2007.
Find full textIncludes bibliographical references.
Daniušis, Povilas. "Feature extraction via dependence structure optimization." Doctoral thesis, Lithuanian Academic Libraries Network (LABT), 2012. http://vddb.laba.lt/obj/LT-eLABa-0001:E.02~2012~D_20121001_093645-66010.
Full textDaugelis praktiškai reikšmingu sistemu mokymo uždaviniu reikalauja gebeti panaudoti didelio matavimo, strukturizuotus, netiesinius duomenis. Vaizdu, teksto, socialiniu bei verslo ryšiu analize, ivairus bioinformatikos uždaviniai galetu buti tokiu uždaviniu pavyzdžiais. Todel požymiu išskyrimas dažnai yra pirmasis žingsnis, kuriuo pradedama duomenu analize ir nuo kurio priklauso galutinio rezultato sekme. Šio disertacinio darbo tyrimo objektas yra požymiu išskyrimo algoritmai, besiremiantys priklausomumo savoka. Darbe nagrinejamas priklausomumas, nusakytas kovariacinio operatoriaus Hilberto-Šmidto normos (HSIC mato) branduoliniu ivertiniu. Pasiulyti šiuo ivertiniu besiremiantys HBFE ir HSCA algoritmai leidžia dirbti su bet kokios strukturos duomenimis, bei yra formuluojami tikriniu vektoriu terminais (tai leidžia optimizavimui naudoti standartinius paketus), bei taikytini ne tik prižiurimo, bet ir dalinai prižiurimo mokymo imtims. Pastaruoju atveju HBFE ir HSCA modifikacijos remiasi Laplaso reguliarizacija. Eksperimentais su klasifikavimo bei daugiažymio klasifikavimo duomenimis parodyta, jog pasiulyti algoritmai leidžia pagerinti klasifikavimo efektyvuma lyginant su PCA ar LDA.
Books on the topic "Feature extraction"
Guyon, Isabelle, Masoud Nikravesh, Steve Gunn, and Lotfi A. Zadeh, eds. Feature Extraction. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/978-3-540-35488-8.
Full textLiu, Huan, and Hiroshi Motoda, eds. Feature Extraction, Construction and Selection. Boston, MA: Springer US, 1998. http://dx.doi.org/10.1007/978-1-4615-5725-8.
Full textChaki, Jyotismita, and Nilanjan Dey. Image Color Feature Extraction Techniques. Singapore: Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-15-5761-3.
Full textS, Aguado Alberto, ed. Feature extraction and image processing. Oxford: Newnes, 2002.
Find full textTaguchi, Y.-h. Unsupervised Feature Extraction Applied to Bioinformatics. Cham: Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-22456-1.
Full textHu, Li, and Zhiguo Zhang, eds. EEG Signal Processing and Feature Extraction. Singapore: Springer Singapore, 2019. http://dx.doi.org/10.1007/978-981-13-9113-2.
Full textAgarwal, Basant, and Namita Mittal. Prominent Feature Extraction for Sentiment Analysis. Cham: Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-25343-5.
Full textUnited States. National Aeronautics and Space Administration., ed. 3D feature extraction for unstructured grids. [Washington, DC: National Aeronautics and Space Administration, 1996.
Find full textRand, Robert S. Texture analysis and cartographic feature extraction. Fort Belvoir, Va: U.S. Army Corps of Engineers, Engineer Topographic Laboratories, 1985.
Find full textSamantaray, Aswini Kumar, and Amol D. Rahulkar. Feature Extraction in Medical Image Retrieval. Cham: Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-57279-1.
Full textBook chapters on the topic "Feature extraction"
Torkkola, Kari, and Eugene Tuv. "Ensembles of Regularized Least Squares Classifiers for High-Dimensional Problems." In Feature Extraction, 297–313. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/978-3-540-35488-8_12.
Full textBengio, Yoshua, Olivier Delalleau, Nicolas Le Roux, Jean-François Paiement, Pascal Vincent, and Marie Ouimet. "Spectral Dimensionality Reduction." In Feature Extraction, 519–50. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/978-3-540-35488-8_28.
Full textMomma, Michinari, and Kristin P. Bennett. "Constructing Orthogonal Latent Features for Arbitrary Loss." In Feature Extraction, 551–83. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/978-3-540-35488-8_29.
Full textSen, Soumya, Anjan Dutta, and Nilanjan Dey. "Feature Extraction." In Audio Processing and Speech Recognition, 45–66. Singapore: Springer Singapore, 2019. http://dx.doi.org/10.1007/978-981-13-6098-5_3.
Full textDevroye, Luc, László Györfi, and Gábor Lugosi. "Feature Extraction." In A Probabilistic Theory of Pattern Recognition, 561–74. New York, NY: Springer New York, 1996. http://dx.doi.org/10.1007/978-1-4612-0711-5_32.
Full textPau, L. F. "Feature Extraction." In Computer Vision for Electronics Manufacturing, 265–76. Boston, MA: Springer US, 1990. http://dx.doi.org/10.1007/978-1-4613-0507-1_20.
Full textVerma, Nishchal K., and Al Salour. "Feature Extraction." In Studies in Systems, Decision and Control, 121–73. Singapore: Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-0512-6_4.
Full textOwens, F. J. "Feature Extraction." In Signal Processing of Speech, 70–87. London: Macmillan Education UK, 1993. http://dx.doi.org/10.1007/978-1-349-22599-6_4.
Full textSuchenwirth, Richard, Jun Guo, Irmfried Hartmann, Georg Hincha, Manfred Krause, and Zheng Zhang. "Feature Extraction." In Optical Recognition of Chinese Characters, 55–93. Wiesbaden: Vieweg+Teubner Verlag, 1989. http://dx.doi.org/10.1007/978-3-663-13999-7_4.
Full textRemagnino, Paolo, Simon Mayo, Paul Wilkin, James Cope, and Don Kirkup. "Feature Extraction." In Computational Botany, 33–56. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016. http://dx.doi.org/10.1007/978-3-662-53745-9_3.
Full textConference papers on the topic "Feature extraction"
Fields, Malcolm C., and D. C. Anderson. "Hybrid Feature Extraction for Machining Applications." In ASME 1993 Design Technical Conferences. American Society of Mechanical Engineers, 1993. http://dx.doi.org/10.1115/detc1993-0399.
Full textDong, Jian, and Sreedharan Vijayan. "Feature Extraction Techniques by Optimal Volume Decomposition." In ASME 1996 Design Engineering Technical Conferences and Computers in Engineering Conference. American Society of Mechanical Engineers, 1996. http://dx.doi.org/10.1115/96-detc/cie-1337.
Full textPutri, Divi Galih Prasetyo, and Daniel Oranova Siahaan. "Software feature extraction using infrequent feature extraction." In 2016 6th International Annual Engineering Seminar (InAES). IEEE, 2016. http://dx.doi.org/10.1109/inaes.2016.7821927.
Full textCastano, Fernando, Daniel M. Gaines, and Caroline C. Hayes. "Improving Feature Extraction Through Closely-Coupled Integration of Fixture Analysis." In ASME 1996 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 1996. http://dx.doi.org/10.1115/imece1996-0002.
Full textChen, Jian, Y. Kusurkar, and Deborah E. Silver. "Distributed feature extraction." In Electronic Imaging 2002, edited by Robert F. Erbacher, Philip C. Chen, Matti Groehn, Jonathan C. Roberts, and Craig M. Wittenbrink. SPIE, 2002. http://dx.doi.org/10.1117/12.458786.
Full textSharma, Divya, Shashikant Patil, Prarthna Patel, and Utsavi Pathak. "Optical feature extraction." In ICWET '10: International Conference and Workshop on Emerging Trends in Technology. New York, NY, USA: ACM, 2010. http://dx.doi.org/10.1145/1741906.1742175.
Full textXu, Xiangxiang, and Lizhong Zheng. "Multivariate Feature Extraction." In 2022 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton). IEEE, 2022. http://dx.doi.org/10.1109/allerton49937.2022.9929401.
Full textGanter, M. A., and P. A. Skoglund. "Feature Extraction for Casting Core Development." In ASME 1991 Design Technical Conferences. American Society of Mechanical Engineers, 1991. http://dx.doi.org/10.1115/detc1991-0074.
Full textWong, Hiu-Man, Xingjian Chen, Hiu-Hin Tam, Jiecong Lin, Shixiong Zhang, Shankai Yan, Xiangtao Li, and Ka-Chun Wong. "Feature Selection and Feature Extraction: Highlights." In ISMSI 2021: 2021 5th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence. New York, NY, USA: ACM, 2021. http://dx.doi.org/10.1145/3461598.3461606.
Full textAn, Qian, and Caroline C. Hayes. "Feature Conglomerator: Helping Users Identify Cost Effective Feature Interpretations." In ASME 2003 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2003. http://dx.doi.org/10.1115/detc2003/dfm-48156.
Full textReports on the topic "Feature extraction"
Anderson, Dana Z., Gan Zhou, and Germano Montemezzani. Temporal Feature Extraction in Photorefractive Resonators. Fort Belvoir, VA: Defense Technical Information Center, December 1994. http://dx.doi.org/10.21236/ada292908.
Full textIntrator, Nathan. A Neural Network for Feature Extraction. Fort Belvoir, VA: Defense Technical Information Center, March 1990. http://dx.doi.org/10.21236/ada223059.
Full textPrincipe, Jose C. Feature Extraction Using an Information Theoretic Framework. Fort Belvoir, VA: Defense Technical Information Center, December 1999. http://dx.doi.org/10.21236/ada397483.
Full textDowning, D. J., V. Fedorov, W. F. Lawkins, M. D. Morris, and G. Ostrouchov. Large datasets: Segmentation, feature extraction, and compression. Office of Scientific and Technical Information (OSTI), July 1996. http://dx.doi.org/10.2172/366463.
Full textFarrar, Charles, Mayuko Nishio, Francois Hemez, Chris Stull, Gyuhae Park, Phil Cornwell, Eloi Figueiredo, D. J. Luscher, and Keith Worden. Feature Extraction for Structural Dynamics Model Validation. Office of Scientific and Technical Information (OSTI), January 2016. http://dx.doi.org/10.2172/1235219.
Full textHunt, Galen C., and Randal C. Nelson. Lineal Feature Extraction by Parallel Stick Growing. Fort Belvoir, VA: Defense Technical Information Center, June 1996. http://dx.doi.org/10.21236/ada329864.
Full textJagler, Karl B. Wavelet Signal Processing for Transient Feature Extraction. Fort Belvoir, VA: Defense Technical Information Center, March 1992. http://dx.doi.org/10.21236/ada250519.
Full textWickerhauser, M. V., G. L. Weiss, and R. R. Coifman. Feature Extraction by Best-Basis and Wavelet Methods. Fort Belvoir, VA: Defense Technical Information Center, January 1995. http://dx.doi.org/10.21236/ada299572.
Full textHaimes, Robert. Feature Extraction from Parallel/Distributed Transient CFD Solutions. Fort Belvoir, VA: Defense Technical Information Center, December 2000. http://dx.doi.org/10.21236/ada391930.
Full textCarin, Lawrence. ICA Feature Extraction and SVM Classification of FLIR Imagery. Fort Belvoir, VA: Defense Technical Information Center, September 2005. http://dx.doi.org/10.21236/ada441506.
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