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计算机视觉Computer Vision-机器学习Machine Learning近年部分综述

發布時間：2025/3/21 编程问答 12 豆豆

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計算機視覺和機器學習領域近兩年部分綜述文章，歡迎推薦其他的文章，不定期更新。 ?

【2015】

? [1].? ? E.Sariyanidi, H. Gunes, A. Cavallaro,?Automatic Analysisof Facial Affect: A Survey of Registration, Representation, and Recognition,IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 37, NO. 6,JUNE 2015 PDF: ?2015-1. Automatic Analysis of Facial Affect A Survey of Registration, Representa.pdf?(1.51 MB)

[2].? ? T. Li,H. Chang, M. Wang, B.B. Ni, R.C. Hong, S.C. Yan,?CrowdedScene Analysis: A Survey, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FORVIDEO TECHNOLOGY, VOL. 25, NO. 3, MARCH 2015 PDF: ?2015-2. Crowded Scene Analysis A Survey.pdf?(5.42 MB)

[3].? ? Z.Zhang, Y. Xu, J. Yang, X.L. Li, D. Zhang,?A Survey of Sparse Representation: Algorithms and Applications, IEEE ACCESS, date ofpublication May 6, 2015 PDF: ?2015-3. A Survey of Sparse Representation.pdf?(4.8 MB)

[4].? ? J.Galbally, S. Marcel, J. Fierrez,?Biometric AntispoofingMethods: A Survey in Face Recognition,?IEEE ACCESS, date of publicationDecember 18, 2014 PDF: ?2015-4. Biometric Antispoofing Methods A Survey in Face Recognition.pdf?(10.43 MB)

[5].? ? B.Tian, B. T. Morris, M. Tang, Y.Q. Liu, Y. J. Yao, C. Guo, D.Y. Shen, S.H. Tang,?Hierarchical and Networked Vehicle Surveillance in ITS:A Survey, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL.16, NO. 2, APRIL 2015 PDF:??2015-5. Hierarchical and Networked Vehicle Surveillance in ITS A Survey.pdf?(1.12 MB)

[6].? ? A. Betancourt,P. Morerio, C. S. Regazzoni, and M. Rauterberg,?TheEvolution of First Person Vision Methods: A Survey,?IEEE TRANSACTIONS ONCIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, VOL. 25, NO. 5, MAY 2015 PDF: ?2015-6. The Evolution of First Person Vision Methods A Survey.pdf?(2.69 MB)

[7].? ? L.Shao, F. Zhu, and X.L. Li,?Transfer Learning for VisualCategorization: A Survey,?IEEE TRANSACTIONS ON NEURAL NETWORKS ANDLEARNING SYSTEMS, VOL. 26, NO. 5, MAY 2015 PDF: ?2015-7. Transfer Learning for Visual Categorization A Survey.pdf?(3.11 MB)

[8]. ? ?Freek Stulp, Olivier Sigaud,?Many regression algorithms, one unified model: A review, Neural Networks, June 2015

PDF:?2015-NN-Many regression algorithms, one unified model A review.pdf?(1.1 MB)

[9]. ? ? ?Qixiang Ye, David Doermann，Text Detection and Recognition in Imagery: A Survey， IEEE TPAMI, July 2015
PDF: ?2015-PAMI-Text Detection and Recognition in Imagery A survey.pdf?(1.12 MB)

[10]. ???Salient Object Detection: A Benchmark, Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li, arXiv eprint, 2015.??[pdf] [Project page]

【2014】

[1].? ? S. Fu,H. B. He, Z.G. Hou,?Learning Race from Face: A Survey, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 36, NO.12, DECEMBER 2014 PDF:??2014-1. Learning Race from Face A Survey.pdf?(2.55 MB)

[2].? ? H.L. Zhou,A. Mian, L. Wei, D. Creighton, M. Hossny, and S. Nahavandi,?Recent Advances on Singlemodal and Multimodal FaceRecognition: A Survey, IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, VOL.44, NO. 6, DECEMBER 2014

PDF:??2014-2. Recent Advances on Singlemodal and Multimodal Face Recognition A Survey.pdf(669.19 KB) ?

[3] ? ? ??Salient Object Detection: A Survey, Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li, arXiv eprint, 2014.??[pdf] [Project page] [Bib]

【2013】

[1].??O. D. Lara, M.A. Labrador,?A Survey on Human Activity Recognition using WearableSensors,IEEE COMMUNICATIONS SURVEYS & TUTORIALS, VOL. 15, NO. 3,THIRD QUARTER 2013 PDF:??2013-1. A Survey on Human Activity Recognition using Wearable Sensors.pdf?(1.65 MB)

[2].??A. Sotiras, C. Davatzikos, Nikos. Paragios,?Deformable Medical Image Registration: A Survey, IEEETRANSACTIONS ON MEDICAL IMAGING, VOL. 32, NO. 7, JULY 2013 PDF:??2013-2.Deformable Medical Image Registration A Survey.pdf?(1.3 MB)

[3].??A. Alrahayfeh, M. Faezipour,?Eye Tracking and Head Movement Detection: A State-of-ArtSurvey, IEEE Journal of Translational Engineering in Health andMedicine, 2013 PDF:??2013-3. Eye Tracking and Head Movement Detection A State-of-Art Survey.pdf?(2.22 MB)

[4].??P.V.K. Borges, N. Conci, and A. Cavallaro,?Video-Based Human Behavior Understanding: A Survey, IEEETRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, VOL. 23, NO. 11,NOVEMBER 2013 PDF:??2013-4. Video-Based Human Behavior Understanding A Survey.pdf?(15.27 MB)

[5] Mao Ye, Qing Zhang, Liang Wang, Jiejie Zhu, Ruigang Yang, Juergen Gall.?A Survey on Human Motion Analysis from Depth Data. Time-of-Flight and Depth Imaging.??2013.

PDF:?survey-motionanalysis_DRAFT.pdf? (14.47 MB)

整理于：http://www.valseonline.org/thread-505-1-1.html

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