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[转载文章]涉足计算机视觉领…

2016-06-26 10:47 337 查看
原文地址:[转载文章]涉足计算机视觉领域要知道的~ (part1)作者:卓越李子作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
researchers in the Stanford Computer Science Department whose
primary research focus is Artificial Intelligence. The lab is
located in the Gates...
Vision and Imaging Science and Technology
http://www.fmrib.ox.ac.uk/analysis/ 主要研究:Brain Extraction Tool, Nonlinear noise reduction, Linear
Image Registration, Automated Segmentation, Structural brain change
analysis, 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 and students investigate the use of machines to recognize
patterns or objects. Methods are developed to sense objects, to
discover which...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 the
Computer Science Department in the University of Bonn in Germany.
This server offers information on topics concerning our computer
vision 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) is a research group focusing on cluster-based computer
vision within the Spiral Architecture.
http://cfia.gmu.edu/ The mission of the Center for Image Analysis is to foster
multi-disciplinary research in image, multimedia and related
technologies by establishing links between academic institutes,
industry and government agencies, and to transfer key technologies
to help industry build next generation commercial and military
imaging and multimedia systems.

英国的Bristol大学的Digital Media
Group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/ 视觉实验室

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, Los
Angeles
IRIS is an interdepartmental unit of USC's School of
Engineering with ties to USC's Information Sciences Institute
(ISI). Members include faculty, graduate students, and research
staff associated with... 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
California is one of the major centers of computer vision research
for thirty years. they conduct research in a number of basic and
applied are...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 thriving
research programme in neural networks for over 10 years. The 15
researchers, led by Jim Austin, focus their work in the theory and
applicati...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
Swiss Alps since 1991. Active in the areas of multimodal
interaction and multimedia information management, the institute is
also the leade...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
more than 60 members strong, comprising 12 academic staff, 18
research fellows 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 Computer
Science Department at the University of Massachusetts in 1974 with
the goal of investigating the scientific principles underlying the
con...http://vis-www.cs.umass.edu
University of Massachusetts——Computer Vision Laboratory for
Perceptual 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
Research Group Professor David Kriegman's Research Group Professor
Jean Ponce's Research Group Professor Narendra Ahuja's Research
Gro...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
rated department) performs research into a wide variety of computer
vision and image understanding areas. Much of this work is
performed 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
and intelligent computer systems through the exploitation of
statistical methods in machine learning and computer vision. The
site 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Harry Shum,
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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