全称是International Comference on Computer Vision,每两年举行一次,与ECCV正好错开,是计算机视觉领域最高级别的会议,会议的论文集代表了计算机视觉领域最新的发展方向和水平。会议的收录率一般在20%左右,其中4%左右因口头报告被收录。该会议由美国电气和电子工程师学会(IEEE,Institute of Electrical & Electronic Engineers)主办,通常是在北美、欧洲、亚洲的一些科研实力较强的国家举行。会议一般进行4-5天,包括tutorial talks,technical sessions和poster sessions。在重点领域的专家会在第一天给出 tutorial talks。
本会议上的best paper 获得马尔奖(Marr Prize),是计算机视觉领域的最高荣誉之一。2007年在里约热内卢成立了阿兹列尔罗森菲尔德终身成就奖(The Azriel Rosenfeld Award),授予对cv领域做出长期和显著贡献的学者。
会议收录论文的内容只和vision 相关。每次的oral presentation和best paper都是近年cv成就和热点问题的风向标。
会议每届官方域名为 www.iccv举办年份.org
全称是International Conference on Computer Vision and Pattern Recogintion,一年举行一次,该会议由美国电气和电子工程师学会(IEEE,Institute of Electrical & Electronic Engineers)主办,内容包括机器视觉和模式识别,举办地在美国。近几年录取率25%左右,自2001年开始每年在会议上进行演讲的论文(oral presentation)通过率锐减为10%以下,2006年这一数字以来更是低于5%(一个重要原因是由于论文数量过多,大部分的6~8页长篇论文在会议期间只要求做海报poster sessions)。
会议每届官方域名为 www.cvpr举办年份.org
全称是Europeon Conference on Computer Vision,每两年举行一次,举办地在欧洲,由springer和一些商业媒体承办。ECCV录取率在20%出头。tutorial talk在会议第一天,随之technical sessions占时三天左右,再是面向特定主题的workshop,总时长5-6天。
总的来说,以上三个会议是做计算机视觉人必须关注的会议,建议每一期的oral都要精读,poster调自己相关的仔细看看。如果有好的进一步的想法,可以马上发表,因为他们已经是最新的了,对他们的改进通常也是最新的。同时如果你做了类似的工作,却没有引用这些会议的文章,很有可能会被人指出综述部分的问题,因为评审的人一般都是牛人,对这三个会议也会很关注的。
ACCV:Asian Conference on Computer Vision
ICPR:International Conference on Pattern Recognition
ICIP:International Conference on Image Processing
BMVC:British Machine Vision Conference
计算机视觉、IP、AI方向的一些顶级会议和期刊
Computer Vision
Conf.:
Best: ICCV, Inter. Conf. on Computer Vision
CVPR, Inter. Conf. on Computer Vision and Pattern Recognition
Good: ECCV, Euro. Conf. on Comp. Vision
ICIP, Inter. Conf. on Image Processing
ICPR, Inter. Conf. on Pattern Recognition
ACCV, Asia Conf. on Comp. Vision
Jour.:
Best: PAMI, IEEE Trans. on Patt. Analysis and Machine Intelligence
IJCV, Inter. Jour. on Comp. Vision
Good: CVIU, Computer Vision and Image Understanding
PR, Pattern Reco.
----------
Network
Conf.:
ACM/SigCOMM ACM Special Interest Group of Communication..
ACM/SigMetric 这个系统方面也有不少的
Info Com 几百人的大会,不如ACM/SIG的精。
Globe Com 这个就很一般了,不过有时候会有一些新的想法提出来。
Jour.:
ToN (ACM/IEEE Transaction on Network)
----------
A.I.
Conf.:
AAAI: American Association for Artificial Intelligence
ACM/SigIR: 这个是IR方面的,可能DB/AI的人都有
IJCAI: International Joint Conference on Artificial Intelligence
NIPS: Neural Information Processing Systems
ICML: International Conference on Machine Learning
Jour.:
Machine Learning
NEURAL COMPUTATION: 这个的影响因子在AI里最高,2000年为1.921
ARTIFICIAL INTELLIGENCE: 1.683(2000年的数据,下同)
PAMI: 1.668
IEEE TRANSACTIONS ON FUZZY SYSTEMS: 1.597
IEEE TRANSACTIONS ON NEURAL NETWORKS: 1.395
AI MAGAZINE: 1.044
NEURAL NETWORKS: 1.019
PATTERN RECOGNITION: 0.781
IMAGE AND VISION COMPUTING: 0.616
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING: 0.465
APPLIED INTELLIGENCE: 0.268
----------
OS,System
Conf.:
SOSP: The ACM Symposium on Operating Systems Principles
(2年一次,想中一篇太难了)
OSDI: USENIX Symposium on Operating Systems Design and Implementation
----------
Database
Conf.:
ACM SIGMOD
VLDB:International Conference on Very Large Data Bases
ICDE:International Conference on Data Engineering
//这三个会议并称为数据库方向的三大顶级会议
----------
Security
Conf.:
IEEE Security and Privacy
CCS: ACM Computer and Communications Security
NDSS (Network and Distributed Systems Security)
----------
Web
Conf.:
WWW(International World Wide Web Conference)
----------
Theory
Conf.:
STOC
FOCS
----------
EDA
Conf.:
Best:
DAC: IEEE/ACM Design Automation Conference
ICCAD: IEEE International Conference on Computer Aided Design
Good:
ISCAS: IEEE International Symposium on Circuits And Systems
ISPD: IEEE International Symposium on Physical Design
ICCD: IEEE International Conference on Computer Design
ASP-DAC: European Design Automation Conference
E-DAC: Asia and South Pacific Design Automation Conference
备注:x-DAC有很多,是地区性最高级DAC会议,上面两个影响最广。
而且每年收录的论文大部分还是来自美国大学/研究所。
----------
Graphics
Conf.:
Best:
Siggraph: ACM SigGraph
Good:
Euro Graph
Jour.:
IEEE(ACM) Trans. on Graphics
IEEE Trans. on Visualization and Computer Graphics
CAD
Jour.:
CAD
CAGD
----------
SE
conf.:
ICSE The International Conference on Software Engineering
FSE The Foundations of Software Engineering Conferences
ICASE IEEE International Conference on Automated Software Engineering
COMPSAC International Computer Software and Applications Conferences
ESEC The European Software Engineering Conferences
Jour.:
SEN ACM SIGSOFT Software Engineering Notes
TSE IEEE Transactions on Software Engineering
ASE Automated Software Engineering
SPE Software-Practice and Experience
部分ai刊物影响因子05 SCI IF
2005 2004
JMLR 4.027 5.952
PAMI 3.810 4.352
TOIS 4.529 4.097
AIJ 2.638 3.570
MLJ 3.108 3.258
ECJ 1.568 3.206
TEvC 3.257 3.688
IJCV 3.657 2.914
DMKD 2.105 2.800
NCJ 2.591 2.364
TNN 2.205 2.178
PR 2.153 2.176
Alife 1.857 2.150
JASIST 1.583 2.086
JAIR 2.247 2.045
CIJ 0.850 1.923
NNJ 1.665 1.736
TFS 1.701 1.373
TKDE 1.758 1.243
IRJ 2.036 1.231
AIIM 1.882 1.124
TSMCB 1.108 1.052
AICom 0.612 0.738
AIRev 0.868 0.562