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计算机视觉-机器学习近年部分综述

计算机视觉-机器学习近年部分综述计算机视觉和机器学习领域近两年部分综述文章，欢迎推荐其他的文章，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, I EEETRANSACTIONS 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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