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原文地址: 涉足计算机视觉领域要知道的~ (part1)
做机器视觉和图像处理方面的研究工作,最重要的两个问题:其一是要把握住国际上最前沿的内容;其二是所作工作要具备很高的实用背景。解决第一个问题的办法就是找出这个方向公认最高成就的几个超级专家(看看他们都在作什么)和最权威的出版物(阅读上面最新的文献),解决第二个问题的办法是你最好能够找到一个实际应用的项目,边做边写文章。做好这几点的途径之一就是利用网络资源,利用权威网站和专家们的个人主页。
依照下面目录整理:
[1]研究群体(国际国内)[2]专家主页[3]前沿国际国内期刊与会议[4]搜索资源[5]GPL软件资源
一、研究群体
用来搜索国际知名计算机视觉研究组(CV Groups):
国际计算机视觉研究组清单 http://peipa.essex.ac.uk/info/groups.html
美国计算机视觉研究组清单 http://peipa.essex.ac.uk/info/groups.html#USA
http://www-2.cs.cmu.edu/~cil/vision.html或 http://www.cs.cmu.edu/~cil/vision.html
这是卡奈基梅隆大学的计算机视觉研究组的主页,上面提供很全的资料,从发表文章的下载到演示程序、测试图像、常用链接、相关软硬件,甚至还有一个搜索引擎。著名的有人物Tomasi,Kanade等。
卡内基梅隆大学双目实验室 http://vision.middlebury.edu/stereo/
卡内基梅隆研究组 http://www.cs.cmu.edu/~cil/v-groups.html
还有几个实验室:
Calibrated Imaging Laboratory 图像
Digital Mapping Laboratory 映射
Interactive Systems Laboratory 互动
Vision and Autonomous Systems Center视觉自适应
http://www.via.cornell.edu/
康奈尔大学的计算机视觉和图像分析研究组,好像是电子和计算机工程系的。侧重医学方面的研究,但是在上面有相当不错资源,关键是它正在建设中,能够跟踪一些信息。
Cornell University——Robotics and Vision group
http://www-cs-students.stanford.edu/斯坦福大学计算机系主页
1. http://white.stanford.edu/
2. http://vision.stanford.edu/
3. http://ai.stanford.edu/美国斯坦福大学人工智能机器人实验室
The Stanford AI Lab (SAIL) is the intellectual home for researchersin the Stanford Computer Science Department whose primary researchfocus is Artificial Intelligence. The lab is located in theGates...
Vision and Imaging Science and Technology
http://www.fmrib.ox.ac.uk/analysis/
主要研究:Brain Extraction Tool, Nonlinear noise reduction, Linear ImageRegistration, Automated Segmentation, Structural brain changeanalysis, motion correction, etc.
http://www.cse.msu.edu/prip/—密歇根州立大学计算机和电子工程系的模式识别--图像处理研究组,它的FTP上有许多的文章(NEW)。
美国密歇根州大学认知模型和图像处理实验室
The Pattern Recognition and Image Processing (PRIP) Lab faculty andstudents investigate the use of machines to recognize patterns orobjects. Methods are developed to sense objects, to discoverwhich... http://www.cse.msu.edu/rgroups/prip/
http://pandora.inf.uni-jena.de/p/e/index.html
德国的一个数字图像处理研究小组,在其上面能找到一些不错的链接资源。
柏林大学 http://www.cv.tu-berlin.de/
德国波恩大学视觉和认识模型小组
Computer Vision Group located within the Division III of theComputer Science Department in the University of Bonn in Germany.This server offers information on topics concerning our computervision http://www-dbv.informatik.uni-bonn.de/
http://www-staff.it.uts.edu.au/~sean/CVCC.dir/home.html
CVIP(used to be CVCC for Computer Vision and Cluster Computing) isa research group focusing on cluster-based computer vision withinthe Spiral Architecture.
http://cfia.gmu.edu/
The mission of the Center for Image Analysis is to fostermulti-disciplinary research in image, multimedia and relatedtechnologies by establishing links between academic institutes,industry and government agencies, and to transfer key technologiesto help industry build next generation commercial and militaryimaging and multimedia systems.
英国的Bristol大学的Digital MediaGroup在高级图形图像方面不错。主要就是涉及到场景中光线计算的问题,比如用全局光照或是各种局部光照对高动态图的处理,还有近似真实的模拟现实环境(照片级别的),还有用几张照片来建立3D模型(人头之类的)。另外也有对古代建筑模型复原。 http://www.cs.bristol.ac.uk/Research/Digitalmedia/
而且根据Times全英计算机排名在第3, 也算比较顶尖的研究了
http://www.cmis.csiro.au/IAP/zimage.htm
这是一个侧重图像分析的站点,一般。但是提供一个Image Analysis环境---ZIMAGE and SZIMAGE。
麻省理工视觉实验室MIT http://groups.csail.mit.edu/vision/welcome/
AI Laboratory Computer Vision group
Center for Biological and Computational Learning
Media Laboratory, Vision and Modeling Group
Perceptual Science group
UC Berkeley http://0-vision.berkeley.edu.ilstest.lib.neu.edu/vsp/index.html
http://www.cs.berkeley.edu.ilste ...n/vision_group.html
加州大学伯克利分校视觉实验室David A. Forsyth: http://www.cs.berkeley.edu/~daf/
UCLA(加州大学洛杉矶分校) http://vision.ucla.edu/
英国牛津的A.Zisserman: http://www.robots.ox.ac.uk/~az/ 机器人实验室
美国南加州大学智能机器人和智能系统研究所University of Southern California, LosAngeles
IRIS is an interdepartmental unit of USC's School of Engineeringwith ties to USC's Information Sciences Institute (ISI). Membersinclude faculty, graduate students, and research staff associatedwith... http://iris.usc.edu/ Computer Vision 实验室
美国南加州大学计算机视觉实验室介绍:
Computer Vision Laboratory at the University of Southern Californiais one of the major centers of computer vision research for thirtyyears. they conduct research in a number of basic and appliedare... http://iris.usc.edu/USC-Computer-Vision.html
英国约克大学高级计算机结构神经网络小组
The Advanced Computer Architecture Group has had a thrivingresearch programme in neural networks for over 10 years. The 15researchers, led by Jim Austin, focus their work in the theory andapplicati... http://www.cs.york.ac.uk/arch/neural/
瑞士戴尔莫尔感知人工智能研究所
IDIAP is a research institute established in Martigny in the SwissAlps since 1991. Active in the areas of multimodal interaction andmultimedia information management, the institute is also theleade... http://www.idiap.ch/
英国萨里大学视觉,语言和信号处理中心
The Centre for Vision, Speech and Signal Processing (CVSSP) is morethan 60 members strong, comprising 12 academic staff, 18 researchfellows and more than 44 research students. The activities of the... http://www.ee.surrey.ac.uk/Research/VSSP/
美国阿默斯特马萨诸塞州立大学计算机视觉实验室
The Computer Vision Laboratory was established in the ComputerScience Department at the University of Massachusetts in 1974 withthe goal of investigating the scientific principles underlying thecon... http://vis-www.cs.umass.edu
University of Massachusetts——Computer Vision Laboratory forPerceptual Robotics
美国芝加哥伊利诺伊斯大学贝克曼研究中心智能机器人和计算机视觉实验室
Includes the following groups: Professor Seth Hutchinson's ResearchGroup Professor David Kriegman's Research Group Professor JeanPonce's Research Group Professor Narendra Ahuja's ResearchGro... http://www-cvr.ai.uiuc.edu/
Computer Vision and Robotics Laboratory
Vision Interfaces and Systems Laboratory (VISLab)
英国伯明翰大学计算机科学学校视觉研究小组
The vision group at the School of Computer Science (a RAE 5 rateddepartment) performs research into a wide variety of computervision and image understanding areas. Much of this work isperformed in ... http://www.cs.bham.ac.uk/research/vision/
微软研究院机器学习与理解研究小组 / 计算机视觉小组
The research group focuses on the development of more advanced andintelligent computer systems through the exploitation ofstatistical methods in machine learning and computer vision. Thesite lists ... http://research.microsoft.com/mlp/
http://research.microsoft.com/en-us/groups/vision/
微软公司的文献: http://research.microsoft.com/research/pubs
微软亚洲研究院: http://research.microsoft.com/asia/,值得关注HarryShum, Jian Sun, Steven Lin, Long Quan(兼职HKUST)etc.
瑞典隆德大学数学系视觉组: http://www.maths.lth.se/matematiklth/personal/andersp/
感觉国外搞视觉的好多是数学系出身,大约做计算机视觉对数学要求很高吧。
澳大利亚国立大学: http://users.rsise.anu.edu.au/~hartley/
美国北卡大学: http://www.cs.unc.edu/~marc/
法国INRIA: http://www-sop.inria.fr/odyssee/team/由Olivier.Faugeras领衔的牛人众多。
比利时鲁汶大学的L.Van Gool: www.esat.kuleuven.ac.be/psi/visics/
据说在这个只有中国一个小镇大小的地方的鲁汶大学在欧洲排行top10,名列世界top100,还出了几个诺贝尔奖,视觉研究也很强.
美国明德 http://vision.middlebury.edu/stereo/
以下含有非顶尖美国学校研究组,没有链接(个别的上面已经提到),供参考。
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