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CVPR方面的一些资源

2012-05-10 09:03 155 查看
转自http://www.cnblogs.com/feisky/archive/2009/10/24/1589196.html

[1]研究群体
[2]牛人主页
[3]前沿期刊
[4]GPL软件资源

一、研究群体 http://www-2.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。
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。
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。
http://www2.parc.com/istl/groups/did/didoverview.shtml 有一个很有意思的项目:DID(文档图像解码)。
http://www-cs-students.stanford.edu/ 斯坦福大学计算机系主页
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/ 这是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)。
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。
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.
http://peipa.essex.ac.uk/info/groups.html 可以通过它来搜索全世界各地的知名的计算机视觉研究组(CV Groups),极力推荐。

二、图像处理GPL库 http://www.ph.tn.tudelft.nl/~klamer/cppima.html Cppima 是一个图像处理的C++函数库。这里有一个较全面介绍它的库函数的文档,当然你也可以下载压缩的GZIP包,里面包含TexInfo格式的文档。
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. http://entropy.brni-jhu.org/tnimage.html 一个非常不错的Unix系统的图像处理工具,看看它的截图。你可以在此基础上构建自己的专用图像处理工具包。
http://sourceforge.net/projects/ 这是GPL软件集散地,到这里找你想要得到的IP库吧。

三、搜索资源
当然这里基本的搜索引擎还是必须要依靠的,比如Google等,可以到我常用的链接看看。下面的链接可能会节省你一些时间:
http://sal.kachinatech.com/ http://cheminfo.pku.edu.cn/mirrors/SAL/index.shtml

四、牛人网页 http://www.ai.mit.edu/people/wtf/ 这位可是MIT人工智能实验室的BILL FREEMAN。大名鼎鼎!专长是:
理解--贝叶斯模型。
http://www.merl.com/people/brand/ MERL(Mitsubishi Electric Research Laboratory) 中 的 擅 长 “Style Machine”高手。 http://research.microsoft.com/~ablake/ CV界极有声望的A.Blake 1977 年毕业于剑桥大学三一学院并或数学与电子科学学士学位。之后在MIT,Edinburgh,Oxford先后组建过研究小组并成为Oxford的教授,直到 1999 年进入微软剑桥研究中心。主要工作领域是计算机视觉。
http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/har/Web/home.html 毕业于卡奈基梅隆大学的计算机科学系,兴趣是计算机视觉。他的主页上面还有几个牛:Shumeet Baluja, Takeo Kanade。他们的Face Detection作的绝对是世界一流。
http://www.ifp.uiuc.edu/yrui_ifp_home/html/huang_frame.html 在 1963 年就获得了 MIT 的博士学位!他领导的 Image Lab 比较出名的是指纹识别。

下面这些是牛群(大部分是如日中天的Ph.D们),可以学习的是他们的
Study Ways!

Finn Lindgren(Sweden):Statistical image analysis http://www.maths.lth.se/matstat/staff/finn/ Pavel Paclik(Prague):statistical pattern recognition http://www.ph.tn.tudelft.nl/~pavel/ Dr. Mark Burge:machine learning and graph theory http://cs.armstrong.edu/burge/ yalin Wang:Document Image Analysis http://students.washington.edu/~ylwang/ Geir Storvik: Image analysis http://www.math.uio.no/~geirs/ Heidorn http://alexia.lis.uiuc.edu/~heidorn/ Joakim Lindblad:Digital Image Cytometry http://www.cb.uu.se/~joakim/index_eng.html S.Lavirotte: http://www-sop.inria.fr/cafe/Stephane.Lavirotte/ Sporring:scale-space techniques http://www.lab3d.odont.ku.dk/~sporring/ Mark Jenkinson:Reduction of MR Artefacts http://www.fmrib.ox.ac.uk/~mark/ Justin K. Romberg:digital signal processing http://www-dsp.rice.edu/~jrom/ Fauqueur:Image retrieval by regions of interest http://www-rocq.inria.fr/~fauqueur/ James J. Nolan:Computer Vision http://cs.gmu.edu/~jnolan/ Daniel X. Pape:Information http://www.bucho.org/~dpape/ Drew Pilant:remote sensing technology http://www.geo.mtu.edu/~anpilant/index.html
Computer Graphics 方面的资源

国际学术刊物
• ACM Transactions on Graphics
• The Visual Computer
• IEEE Computer Graphics and Applications
• IEEE Transactions on Visualization and Computer Graphics
• Computer-Aided Design
• Computer Aided Geometric Design
• International Journal of Shape Modeling
• Graphical Models and Image Processing
• Computers & Graphics
• Computer Graphics Forum
• The Journal of Visualization and Computer Animation
• Computational Geometry
• International Journal of Computational Geometry and Applications
• journal of graphics tools
• Machine Graphics and Vision
• Graphical Models
• geometry
• ACM Transaction on Graphics
• IEEE Computer Graphics and Applications
• The Visual Graphics
• Computer Graphics Forum
在线资源
• Computer Graphics UCSC Perceptual Science Laboratory
• 3DSite
• Computer Graphics and Visualization The WWW Virtual Library
• INRIA Graphlib
• Yahoo:Computers and Internet:Graphics
• Scientific Visualization Sites NASA
• Computational Geometry Resources
• Graphics page TU Delft
国际学术机构和研究团体:
• Siggraph Euograph ACM IEEE
• Utah大学图形学与可视化
• Cornell大学图形学
• 加州理工图形学
• Washington大学图形学
• Princeton大学图形学
• Brown大学图形学
• Stanford 大学图形学
• GMD 德国信息技术国家研究中心
• 维也纳技术大学几何研究所
• 南佛罗里达大学几何造型
• Arizona州立大学几何设计
• SIAM几何设计
国内站点
• 浙江大学CAD&CG国家重点实验室
• 北京大学计算机图形研究室
• 微软中国研究院
• 国家CAD工程中心网址
• 中科院模式识别国家重点实验室
• 中国科大科学计算与计算机图形学实验室
• 香港大学图形学
• 计算机学报
• 软件学报
• 计算机研究与发展
• 计算机辅助设计与图形学
• 中国教育科研网
• Computer Graphics on the Web University of Dortmund.
• ACM SIGGRAPH Online Bibliography Database
• Bibliographies on Computer Graphics

动画软件
http://www.freedrive.com/
相关学术会议

AREA: Artificial Intelligence and Related Subjects
Rank 1:(顶级)
AAAI: American Association for AI National Conference
CVPR: IEEE Conf on Comp Vision and Pattern Recognition
IJCAI: Intl Joint Conf on AI
ICCV: Intl Conf on Computer Vision
ICML: Intl Conf on Machine Learning
KDD: Knowledge Discovery and Data Mining
KR: Intl Conf on Principles of KR & Reasoning
NIPS: Neural Information Processing Systems
UAI: Conference on Uncertainty in AI
ICAA: International Conference on Autonomous Agents
ACL: Annual Meeting of the ACL (Association of
Computational Linguistics)

Rank 2:(一级,也非常不错,但质量不稳)
NAACL: North American Chapter of the ACL
AID: Intl Conf on AI in Design
AI-ED: World Conference on AI in Education
CAIP: Inttl Conf on Comp. Analysis of Images and Patterns
CSSAC: Cognitive Science Society Annual Conference
ECCV: European Conference on Computer Vision
EAI: European Conf on AI
EML: European Conf on Machine Learning
GP: Genetic Programming Conference
IAAI: Innovative Applications in AI
ICIP: Intl Conf on Image Processing
ICNN/IJCNN: Intl (Joint) Conference on Neural Networks
ICPR: Intl Conf on Pattern Recognition
ICDAR: International Conference on Document Analysis and
Recognition
ICTAI: IEEE conference on Tools with AI
AMAI: Artificial Intelligence and Maths
DAS: International Workshop on Document Analysis Systems
WACV: IEEE Workshop on Apps of Computer Vision
COLING: International Conference on Computational Liguistics
EMNLP: Empirical Methods in Natural Language Processing
EACL: Annual Meeting of European Association Computational
Lingustics
CoNLL: Conference on Natural Language Learning
Rank 3:
PRICAI: Pacific Rim Intl Conf on AI
AAI: Australian National Conf on AI
ACCV: Asian Conference on Computer Vision
AI*IA: Congress of the Italian Assoc for AI
ANNIE: Artificial Neural Networks in Engineering
ANZIIS: Australian/NZ Conf on Intelligent Inf. Systems
CAIA: Conf on AI for Applications
CAAI: Canadian Artificial Intelligence Conference
ASADM: Chicago ASA Data Mining Conf: A Hard Look at DM
EPIA: Portuguese Conference on Artificial Intelligence
FCKAML: French Conf on Know. Acquisition & Machine
Learning
ICANN: International Conf on Artificial Neural Networks
ICCB: International Conference on Case-Based Reasoning
ICGA: International Conference on Genetic Algorithms
ICONIP: Intl Conf on Neural Information Processing
IEA/AIE: Intl Conf on Ind. & Eng. Apps of AI & Expert Sys
ICMS: International Conference on Multiagent Systems
ICPS: International conference on Planning Systems
IWANN: Intl Work-Conf on Art & Natural Neural Networks
PACES: Pacific Asian Conference on Expert Systems
SCAI: Scandinavian Conference on Artifical Intelligence
SPICIS: Singapore Intl Conf on Intelligent System
PAKDD: Pacific-Asia Conf on Know. Discovery & Data Mining
SMC: IEEE Intl Conf on Systems, Man and Cybernetics
PAKDDM: Practical App of Knowledge Discovery & Data
Mining
WCNN: The World Congress on Neural Networks
WCES: World Congress on Expert Systems
INBS: IEEE Intl Symp on Intell. in Neural \& Bio Systems
ASC: Intl Conf on AI and Soft Computing
PACLIC: Pacific Asia Conference on Language, Information and
Computation
ICCC: International Conference on Chinese Computing
ICADL: International Conference on Asian Digital Libraries
RANLP: Recent Advances in Natural Language Processing
NLPRS: Natural Language Pacific Rim Symposium
Others:
ICRA: IEEE Intl Conf on Robotics and Automation
NNSP: Neural Networks for Signal Processing
ICASSP: IEEE Intl Conf on Acoustics, Speech and SP
GCCCE: Global Chinese Conference on Computers in Education
ICAI: Intl Conf on Artificial Intelligence
AEN: IASTED Intl Conf on AI, Exp Sys & Neural Networks
WMSCI: World Multiconfs on Sys, Cybernetics & Informatics
LREC: Language Resources and Evaluation Conference

AREA: Graphics & Applications

Rank 1:
I3DG: ACM-SIGRAPH Interactive 3D Graphics
SIGGRAPH: ACM SIGGRAPH Conference
ACM-MM: ACM Multimedia Conference
DCC: Data Compression Conf
SIGMETRICS: ACM Conf on Meas. & Modelling of Comp Sys
SIGIR: ACM SIGIR Conf on Information Retrieval
PECCS: IFIP Intl Conf on Perf Eval of Comp \& Comm Sys
WWW: World-Wide Web Conference
Rank 2:
EUROGRAPH: European Graphics Conference
CGI: Computer Graphics International
CANIM: Computer Animation
PG: Pacific Graphics
NOSSDAV: Network and OS Support for Digital A/V
PADS: ACM/IEEE/SCS Workshop on Parallel \& Dist
Simulation
WSC: Winter Simulation Conference
ASS: IEEE Annual Simulation Symposium
MASCOTS: Symp Model Analysis \& Sim of Comp \& Telecom
Sys
PT: Perf Tools - Intl Conf on Model Tech \& Tools for CPE
NetStore: Network Storage Symposium
MMCN: ACM/SPIE Multimedia Computing and Networking
JCDL: Joint Conference on Digital Libraries
Rank 3:
ACM-HPC: ACM Hypertext Conf
MMM: Multimedia Modelling
ICME: Intl Conf on MMedia & Expo
DSS: Distributed Simulation Symposium
SCSC: Summer Computer Simulation Conference
WCSS: World Congress on Systems Simulation
ESS: European Simulation Symposium
ESM: European Simulation Multiconference
HPCN: High-Performance Computing and Networking
Geometry Modeling and Processing
WISE
DS-RT: Distributed Simulation and Real-time Applications
IEEE Wshop on Dist Int Simul and Real-Time Applications
ECIR: European Colloquium on Information Retrieval
Un-ranked:
DVAT: IS&T/SPIE Conf on Dig Video Compression Alg \&
Tech
MME: IEEE Intl Conf. on Multimedia in Education
ICMSO: Intl Conf on Modelling, Simulation and Optimisation
ICMS: IASTED Intl Conf on Modelling and Simulation

主要期刊:(CG 类期刊见前面的表格)
International Journal of Computer Vision
IEEE Trans. On PAMI
IEEE Trans. On Medical Image
IEEE Transactions on Image Processing
IEEE Transactions on Circuits and Systems for Video Technology
Pattern Recognition
Pattern Recognition Letters
Optical Engineering(SPIE)
相关国内一级/核心期刊
[1] 计算机学报
[2] 计算机科学与技术学报(英文版) Journal of Computer Scie
nce and Technology(JCST)
[3] 软件学报
[4] 电子学报
[5] 自动化学报
[6] 通信学报
[7] 计算机辅助设计与图形学学报
[8] 中国图像图形学报
[9] 模式识别与人工智能
[10] 计算机研究与发展
 
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