完整录用论文官方链接:http://www.pamitc.org/cvpr13/program.php
过段时间CvPaper上面应该会有正文链接
今年有关RGB-D摄像机应用和研究的论文渐多起来了。
当然,自己还是比较关心Tracking方面的Papers。从作者来看,一作大部分为华人,而且有不少在Tracking这个圈子里相当有名的牛,比如Ming-Hsuan Yang,Robert
Collins等(中科院到阿大的Xi Li也是非常活跃,从他的论文可以看出深厚的数学功底,另外Chunhua
Shen老师团队非常高产)。此外,从录用论文题目初步判断,Sparse coding(representation)的热度在减退,所以Haibin Ling老师并没有这方面的文章录用,且纯粹的tracking-by-detection几乎不见踪影了。
以下是摘录的tracking方面的录用论文:
Oral部分:
Structure Preserving Object Tracking. Lu Zhang, Laurens van der Maaten
Tracking Sports Players with Context-Conditioned Motion Models. Jingchen Liu, Peter Carr, Robert Collins, Yanxi Liu
Post部分:
Online Object Tracking: A Benchmark. Yi Wu, Jongwoo Lim,Ming-Hsuan Yang
Learning Compact Binary Codes for Visual Tracking. Xi Li, Chunhua Shen, Anthony Dick, Anton van den Hengel
Part-based Visual Tracking with Online Latent Structural Learning. Rui Yao, Qinfeng Shi,Chunhua Shen, Yanning Zhang, Anton van den Hengel
Self-paced learning for long-term tracking.James
Supancic III, Deva Ramanan(long-term的噱头还是很吸引人的,和当年TLD一样,看看是否是工程的思想多一些)
Visual Tracking via Locality Sensitive
Histograms.Shengfeng He, Qingxiong Yang, Rynson Lau, Jiang Wang, Ming-Hsuan Yang (CityU of HK,使用直方图作为表观在当前研究背景下真是反其道而行之啊)
Minimum Uncertainty Gap for Robust Visual Tracking. Junseok Kwon, Kyoung Mu Lee (VTD作者)
Least Soft-thresold Squares Tracking. Dong Wang, Huchuan Lu, Ming-Hsuan
Yang
Tracking People and Their Objects. Tobias Baumgartner, Dennis Mitzel,
Bastian Leibe(这个应该也有应用的背景和前景)
(以上不全包括多目标跟踪方面的论文)
其它关注的论文:
Alternating Decision Forests. Samuel Schulter, Paul Wohlhart,Christian
Leistner, Amir Saffari,Peter M. Roth,Horst
Bischof(Forest也是近些年的热点之一。此外,TU Graz视觉组在各种Top会议上很是active)
Semi-supervised Node Splitting for Random Forest Construction. Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu (虽然Forest很热,但是纯粹关于Forest的研究还是不多,在这类会议上)
Optimizing 1-Nearest Prototype Classifiers. Paul Wohlhart, Michael Donoser, Peter Roth,Horst Bischof (by TU Graz)
Single-Pedestrian Detection aided by Multi-pedestrian Detection. Wanli Ouyang, Xiaogang Wang
Measuring Crowd Collectiveness. Bolei Zhou,Xiaogang
Wang (群体行为分析方面顶尖的组,一作小牛人)
Crossing the Line: Crowd Counting by Integer Programming with Local Features. Zheng Ma,Antoni
Chan
Histograms of Sparse Codes for Object Detection. Xiaofeng Ren,Deva Ramanan
Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images. Haroon Idrees, Imran Saleemi, Mubarak Shah
Human Pose Estimation from Still Images using Body Parts Dependent Joint Regressors.Matthias Dantone,Juergen
Gall, Luc Van Gool, Christian Leistner (Gall的Hough Forest令人印象比较深)
Efficient Detector Adaptation for Object Detection in a Video.Pramod Sharma,
Ram Nevatia
Robust Multi-Resolution Pedestrian Detection in Traffic Scenes. Junjie Yan, Xucong Zhang, Zhen Lei, Dong Yi, Shengcai Liao, Stan Li (Oral)
Fast multiple-part based object detection using KD-Ferns. Dan Levi, Shai Silberstein, Aharon Bar-Hillel
Online Dominant and Anomalous Behavior Detection in Videos. Mehrsan
Javan Roshtkhari, Martin Levine
计算机视觉、模式识别、机器学习常用牛人主页链接
牛人主页(主页有很多论文代码)
Serge Belongie at UC San Diego
Antonio Torralba at MIT
Alexei Ffros at CMU
Ce Liu at Microsoft Research New England
Vittorio Ferrari at Univ.of Edinburgh
Kristen Grauman at UT Austin
Devi Parikh at TTI-Chicago (Marr Prize at ICCV2011)
John Wright at Columbia Univ.
Piotr Dollar at CalTech
Boris Babenko at UC San Diego
David Ross at Google/Youtube
David Donoho at Stanford Univ.
大神们:
William T. Freeman at MIT
Roberto Cipolla at Cambridge
David Lowe at Univ. of British Columbia
Mubarak Shah at Univ. of Central Florida
Yi Ma at MSRA
Tinne Tuytelaars at K.U. Leuven
Trevor Darrell at U.C. Berkeley
Michael J. Black at Brown Univ.
重要研究组:
Computer Vision Group at UC Berkeley
Robotics Research Group at Univ. of Oxford
LEAR at INRIA
Computer Vision Lab at Stanford
Computer Vision Lab at EPFL
Computer Vision Lab at ETH Zurich
Computer Vision Lab at Seoul National Univ.
Computer Vision Lab at UC San Diego
Computer Vision Lab at UC Santa Cruz
Computer Vision Lab at Univ. of Southern California
Computer Vision Lab at Univ. of Central Florida
Computer Vision Lab at Columbia Univ.
Motion and Shape Computing Group at George Mason Univ.
Robust Image Understanding Lab at Rutgers Univ.
Intelligent Vision Systems Group at Univ. of Bonn
Institute for Computer Graphics and Vision at Graz Univ. of Tech.
Computer Vision Lab. at Vienna Univ. of Tech.
Computational Image Analysis and Radiology at Medical Univ. of Vienna
Personal Robotics Lab at CMU
Visual Perception Lab at Purdue Univ.
潜力牛人:
Juergen Gall at ETH Zurich
Matt Flagg at Georgia Tech.
Mathieu Salzmann at TTI-Chicago
Gerg Shakhnarovich at TTI-Chicago
Taeg Sang Cho at MIT
Jianchao Yang at UIUC
Stefan Roth at TU Darmstadt
Peter Kontschieder at Graz Univ. of Tech.
Dominik Alexander Klein at Univ. of Bonn
Yinan Yu at CASIA (PASCAL VOC 2010 Detection Challenge Winner)
Zdenek Kalal at FPFL
Julien Pilet at FPFL
(1)googleResearch; http://research.google.com/index.html
(2)MIT博士,汤晓欧学生林达华; http://people.csail.mit.edu/dhlin/index.html
(3)MIT博士后Douglas Lanman; http://web.media.mit.edu/~dlanman/
(4)opencv中文网站; http://www.opencv.org.cn/index.php/首页
(5)Stanford大学vision实验室; http://vision.stanford.edu/research.html
(6)Stanford大学博士崔靖宇; http://www.stanford.edu/~jycui/
(7)UCLA教授朱松纯; http://www.stat.ucla.edu/~sczhu/
(8)中国人工智能网; http://www.chinaai.org/
(9)中国视觉网; http://www.china-vision.net/
(10)中科院自动化所; http://www.ia.cas.cn/
(11)中科院自动化所李子青研究员; http://www.cbsr.ia.ac.cn/users/szli/
(12)中科院计算所山世光研究员; http://www.jdl.ac.cn/user/sgshan/
(13)人脸识别主页; http://www.face-rec.org/
(14)加州大学伯克利分校CV小组;http://www.eecs.berkeley.edu/Research/Projects/CS/vision/
(15)南加州大学CV实验室; http://iris.usc.edu/USC-Computer-Vision.html
(16)卡内基梅隆大学CV主页;
http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html
(17)微软CV研究员Richard Szeliski;http://research.microsoft.com/en-us/um/people/szeliski/
(18)微软亚洲研究院计算机视觉研究组;http://research.microsoft.com/en-us/groups/vc/
(19)微软剑桥研究院ML与CV研究组;http://research.microsoft.com/en-us/groups/mlp/default.aspx
(20)研学论坛; http://bbs.matwav.com/
(21)美国Rutgers大学助理教授刘青山;http://www.research.rutgers.edu/~qsliu/
(22)计算机视觉最新资讯网; http://www.cvchina.info/
(23)运动检测、阴影、跟踪的测试视频下载;http://apps.hi.baidu.com/share/detail/18903287
(24)香港中文大学助理教授王晓刚;http://www.ee.cuhk.edu.hk/~xgwang/
(25)香港中文大学多媒体实验室(汤晓鸥);http://mmlab.ie.cuhk.edu.hk/
(26)U.C. San Diego. computer vision;http://vision.ucsd.edu/content/home
(27)CVonline; http://homepages.inf.ed.ac.uk/rbf/CVonline/
(28)computer vision software;http://peipa.essex.ac.uk/info/software.html
(29)Computer Vision Resource; http://www.cvpapers.com/
(30)computer vision research groups;http://peipa.essex.ac.uk/info/groups.html
(31)computer vision center;http://computervisioncentral.com/cvcnews
(32)浙江大学图像技术研究与应用(ITRA)团队:http://www.dvzju.com/
(33)自动识别网:http://www.autoid-china.com.cn/
(34)清华大学章毓晋教授:http://www.tsinghua.edu.cn/publish/ee/4157/2010/20101217173552339241557/20101217173552339241557_.html
(35)顶级民用机器人研究小组Porf.Gary领导的Willow Garage:http://www.willowgarage.com/
(36)上海交通大学图像处理与模式识别研究所:http://www.pami.sjtu.edu.cn/
(37)上海交通大学计算机视觉实验室刘允才教授:http://www.visionlab.sjtu.edu.cn/
(38)德克萨斯州大学奥斯汀分校助理教授Kristen Grauman :http://www.cs.utexas.edu/~grauman/
(39)清华大学电子工程系智能图文信息处理实验室(丁晓青教授):http://ocrserv.ee.tsinghua.edu.cn/auto/index.asp
(40)北京大学高文教授:http://www.jdl.ac.cn/htm-gaowen/
(41)清华大学艾海舟教授:http://media.cs.tsinghua.edu.cn/cn/aihz
(42)中科院生物识别与安全技术研究中心:http://www.cbsr.ia.ac.cn/china/index
CH.asp
(43)瑞士巴塞尔大学 Thomas Vetter教授:http://informatik.unibas.ch/personen/vetter_t.html
(44)俄勒冈州立大学 Rob Hess博士:http://blogs.oregonstate.edu/hess/
(45)深圳大学 于仕祺副教授:http://yushiqi.cn/
(46)西安交通大学人工智能与机器人研究所:http://www.aiar.xjtu.edu.cn/
(47)卡内基梅隆大学研究员Robert T. Collins:http://www.cs.cmu.edu/~rcollins/home.html#Background
(48)MIT博士Chris Stauffer:http://people.csail.mit.edu/stauffer/Home/index.php
(49)美国密歇根州立大学生物识别研究组(Anil K. Jain教授):http://www.cse.msu.edu/rgroups/biometrics/
(50)美国伊利诺伊州立大学Thomas S. Huang:http://www.beckman.illinois.edu/directory/t-huang1
(51)武汉大学数字摄影测量与计算机视觉研究中心:http://www.whudpcv.cn/index.asp
(52)瑞士巴塞尔大学Sami Romdhani助理研究员:http://informatik.unibas.ch/personen/romdhani_sami/
(53)CMU大学研究员Yang Wang:http://www.cs.cmu.edu/~wangy/home.html
(54)英国曼彻斯特大学Tim Cootes教授:http://personalpages.manchester.ac.uk/staff/timothy.f.cootes/
(55)美国罗彻斯特大学教授Jiebo Luo:http://www.cs.rochester.edu/u/jluo/
(56)美国普渡大学机器人视觉实验室:https://engineering.purdue.edu/RVL/Welcome.html
(57)美国宾利州立大学感知、运动与认识实验室:http://vision.cse.psu.edu/home/home.shtml
(58)美国宾夕法尼亚大学GRASP实验室:https://www.grasp.upenn.edu/
(59)美国内达华大学里诺校区CV实验室:http://www.cse.unr.edu/CVL/index.php
(60)美国密西根大学vision实验室:http://www.eecs.umich.edu/vision/index.html
(61)University of Massachusetts(麻省大学),视觉实验室:http://vis-www.cs.umass.edu/index.html
(62)华盛顿大学博士后Iva Kemelmacher:http://www.cs.washington.edu/homes/kemelmi
(63)以色列魏茨曼科技大学Ronen Basri:http://www.wisdom.weizmann.ac.il/~ronen/index.html
(64)瑞士ETH-Zurich大学CV实验室:http://www.vision.ee.ethz.ch/boostingTrackers/index.htm
(65)微软CV研究员张正友:http://research.microsoft.com/en-us/um/people/zhang/
(66)中科院自动化所医