做機器視覺和圖像處理方面的研究工作,最重要的兩個問題:其一是要把握住國際上最前沿的內容;其二是所作工作要具備很高的實用背景。解決第一個問題的辦法就是找出這個方向公認最高成就的幾個超級專家(看看他們都在作什么)和最權威的出版物(閱讀上面最新的文獻),解決第二個問題的辦法是你最好能夠找到一個實際應用的項目,邊做邊寫文章。 做好這幾點的途徑之一就是利用網絡資源,利用權威網站和專家們的個人主頁。
依照下面目錄整理:
[1]研究群體(國際國內)[2]專家主頁[3]前沿國際國內期刊與會議[4]搜索資源[5]GPL軟件資源 一、研究群體
用來搜索國際知名計算機視覺研究組(CV Groups):
國際計算機視覺研究組清單http://peipa.essex.ac.uk/info/groups.html
美國計算機視覺研究組清單 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
這是卡奈基梅隆大學的計算機視覺研究組的主頁,上面提供很全的資料,從發表文章的下載到演示程序、測試圖像、常用鏈接、相關軟硬件,甚至還有一個搜索引擎。著名的有人物Tomasi, Kanade等。
卡內基梅隆大學雙目實驗室http://vision.middlebury.edu/stereo/
卡內基梅隆研究組http://www.cs.cmu.edu/~cil/v-groups.html
還有幾個實驗室:
Calibrated Imaging Laboratory 圖像
Digital Mapping Laboratory 映射
Interactive Systems Laboratory 互動
Vision and Autonomous Systems Center視覺自適應 http://www.via.cornell.edu/
康奈爾大學的計算機視覺和圖像分析研究組,好像是電子和計算機工程系的。側重醫學方面的研究,但是在上面有相當不錯資源,關鍵是它正在建設中,能夠跟蹤一些信息。
Cornell University——Robotics and Vision group http://www-cs-students.stanford.edu/ 斯坦福大學計算機系主頁
1. http://white.stanford.edu/
2. http://vision.stanford.edu/
3. http://ai.stanford.edu/美國斯坦福大學人工智能機器人實驗室
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/—密歇根州立大學計算機和電子工程系的模式識別--圖像處理研究組,它的FTP上有許多的文章(NEW)。
美國密歇根州大學認知模型和圖像處理實驗室
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
德國的一個數字圖像處理研究小組,在其上面能找到一些不錯的鏈接資源。
柏林大學 http://www.cv.tu-berlin.de/
德國波恩大學視覺和認識模型小組
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.
英國的Bristol大學的Digital Media Group在高級圖形圖像方面不錯。主要就是涉及到場景中光線計算的問題,比如用全局光照或是各種局部光照對高動態圖的處理,還有近似真實的模擬現實環境 (照片級別的),還有用幾張照片來建立3D模型(人頭之類的)。另外也有對古代建筑模型復原。http://www.cs.bristol.ac.uk/Research/Digitalmedia/
而且根據Times全英計算機排名在第3, 也算比較頂尖的研究了 http://www.cmis.csiro.au/IAP/zimage.htm
這是一個側重圖像分析的站點,一般。但是提供一個Image Analysis環境---ZIMAGE and SZIMAGE。
麻省理工視覺實驗室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
加州大學伯克利分校視覺實驗室David A. Forsyth:http://www.cs.berkeley.edu/~daf/
UCLA(加州大學洛杉磯分校) http://vision.ucla.edu/視覺實驗室
英國牛津的A.Zisserman:http://www.robots.ox.ac.uk/~az/ 機器人實驗室
美國南加州大學智能機器人和智能系統研究所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 實驗室
美國南加州大學計算機視覺實驗室介紹:
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
英國約克大學高級計算機結構神經網絡小組
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/
瑞士戴爾莫爾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/
英國薩里大學視覺,語言和信號處理中心
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/
美國阿默斯特馬薩諸塞州立大學計算機視覺實驗室
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...[url=http://vis-www.cs.umass.edu/]http://vis-www.cs.umass.edu[/url]
University of Massachusetts——Computer Vision Laboratory for Perceptual Robotics
美國芝加哥伊利諾伊斯大學貝克曼研究中心智能機器人和計算機視覺實驗室
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)
英國伯明翰大學計算機科學學校視覺研究小組
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/
微軟研究院機器學習與理解研究小組 / 計算機視覺小組
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/
微軟公司的文獻:http://research.microsoft.com/research/pubs
微軟亞洲研究院:http://research.microsoft.com/asia/,值得關注Harry Shum, Jian Sun, Steven Lin, Long Quan(兼職HKUST)etc.
瑞典隆德大學數學系視覺組:http://www.maths.lth.se/matematiklth/personal/andersp/
感覺國外搞視覺的好多是數學系出身,大約做計算機視覺對數學要求很高吧。
澳大利亞國立大學:http://users.rsise.anu.edu.au/~hartley/
美國北卡大學:http://www.cs.unc.edu/~marc/
法國INRIA:http://www-sop.inria.fr/odyssee/team/ 由Olivier.Faugeras領銜的牛人眾多。
比利時魯汶大學的L.Van Gool: www.esat.kuleuven.ac.be/psi/visics/
據說在這個只有中國一個小鎮大小的地方的魯汶大學在歐洲排行top10,名列世界top100,還出了幾個諾貝爾獎,視覺研究也很強.
美國明德http://vision.middlebury.edu/stereo/
以下含有非頂尖美國學校研究組,沒有鏈接(個別的上面已經提到),供參考。
Amerinex Applied Imaging, Inc.
Boston University
Image and Video Computing Research group
University of California at Santa Barbara加州大學芭芭拉分校
Vision Research Lab
University of California at San Diego加州大學圣迭戈分校
Computer Vision & Robotics Research Laboratory
Visual Computing laboratory
University of California at Irvine加州大學歐文分校,加州南部一城,在圣安娜東南,
Computer Vision laboratory
University of California, Riverside加州大學河濱分校
Visualization and Intelligent Systems Laboratory (VISLab)
University of California at Santa Cruz
Perceptual Science Laboratory
Caltech (加州理工)
Vision group
University of Central Florida
Computer Vision laboratory
University of Florida
Center for Computer Vision and Visualization
Colorado State University
Computer Vision group
Columbia University
Automated Vision Environment (CAVE)
Robotics group
University of Georgia, Athens
Visual and Parallel Computing Laboratory
Harvard University(哈佛)
Robotics Laboratory
University of Illinois at Urbana-Champaign
Robotics and Computer Vision
University of Iowa
Division of Physiologic Imaging
Jet Propulsion Laboratory
Machine Vision and Tracking Sensors group
Khoral Research, Inc
Lawrence Berkeley Laboratories
Imaging and Collaborative Computing Group
Imaging and Distributed Computing
Lehigh University
Image Processing and Pattern Analysis Lab
Vision And Software Technology Laboratory
University of Louisville
Computer Vision and Image Processing Lab
University of Maryland
Computer Vision Laboratory
University of Miami
Underwater Vision and Imaging Laboratory
University of Michigan密歇根
AI Laboratory
Michigan State University 密歇根州立
Pattern Recognition and Image Processing laboratory
Environmental Research Institute of Michigan (ERIM) 密歇根大學有汽車車身檢測研究
University of Missouri-Columbia
Computational Intelligence Research Laboratory
NEC
Computer Vision and Image Processing
University of Nevada
Computer Vision Laboratory
Notre-Dame University
Vision-Based Robotics using Estimation
Ohio State University
Signal Analysis and Machine Perception Laboratory
University of Pennsylvania
GRASP laboratory
Medical Image Processing group
Vision Analysis and Simulation Technologies (VAST) Laboratory
Penn State University 賓夕法尼亞大學
Computer Vision
Precision Digital Images
Purdue University普渡大學
Robot Vision laboratory
Video and Image Processing Laboratory (VIPER)
Rensselaer Polytechnic Institute (RPI)
Computer Science Vision
University of Rochester
Center for Electronic Imaging Systems
Vision and Robotics laboratory
Rutgers University (The State University of New Jersey)
Image Understanding Lab
University of Southern California
Computer Vision
University of South Florida
Image Analysis Research group
Stanford Research Institute International (SRI)
RADIUS -- Research and Development for Image Understanding Systems
The Perception program at SRI's AI Center
SUNY at Stony Brook
Computer Vision Lab
University of Tennessee
Imaging, Robotics and Intelligent Systems laboratory
University of Texas, Austin
Laboratory for Vision Systems
University of Utah
Center for Scientific Computing and Imaging
Robotics and Computer Vision
University of Virginia
Computer Vision Research (CS)
University of Washington
Image Computing Systems Laboratory
Information Processing Laboratory
CVIA Laboratory
University of West Florida
Image Analysis/Robotics Research Laboratory
University of Wisconsin
Computer Vision group
Vanderbilt University
Center for Intelligent Systems
Washington State University
Imaging Research laboratory
Wright-Patterson
Model-Based Vision laboratory
Wright State University
Intelligent Systems Laboratory
University of Wyoming
Wyoming Image and Signal Processing Research (WISPR)
Yale University
Computational Vision Group http://www.cs.yale.edu/
School of Medicine, Image Processing and Analysis group
http://iraf.noao.edu/
Welcome to the IRAF Homepage! IRAF is the Image Reduction and Analysis Facility, a general purpose software system for the reduction and analysis of astronomical data