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计算机视觉会议&期刊

计算机视觉会议等级:

A类

  • CVPR: International Conference on Computer Vision and Pattern Recognition
  • ICCV: International Conference on Computer Vision
  • AAAI: AAAI Conference on Artificial Intelligence
  • ICML: International Conference on Machine Learning
  • NIPS: Annual Conference on Neural Information Processing Systems
  • ACM MM: ACM International Conference on Multimedia
  • IJCAI: International Joint Conference on Artificial Intelligence

B类

  • ECCV: European Conference on Computer Vision

C类

  • ACCV: Asian Conference on Computer Vision
  • ICPR: International Conference on Pattern Recognition
  • BMVC: British Machine Vision Conference

计算机视觉期刊(参照CCF推荐)

A类

  •  TPAMI: IEEE Trans on Pattern Analysis and Machine Intelligence
  • IJCV: International Journal of Computer Vision
  • TIP: IEEE Transactions on Image Processing

B类

  • CVIU: Computer Vision and Image Understanding
  • Pattern Recognition
     

基于方向汇总

计算机视觉

CVPR:http://cvpr2020.thecvf.com/ [每年6月:IEEE Conference on Computer Vision and Pattern Recognition]

ICCV:http://iccv2019.thecvf.com/ [每年10~11月:IEEE International Conference on Computer Vision]

ECCV:https://eccv2020.eu/ [每年8月:European Conference on Computer Vision]

AAAI:http://www.aaai.org/ [每年5月:the Association for the Advance of Artificial Intelligence]

ICCP:http://www.iccp.ro/iccp2019/ [每年9月:IEEE International Conference on Intelligent Computer Communication and Processing]

ICPR:https://www.icpr2020.it/ [每年9月:International Conference on Pattern Recognition]

PR(期刊):https://www.journals.elsevier.com/pattern-recognit... [Pattern Recognition]

IJCV(期刊):https://www.springer.com/journal/11263/ [International Journal of Computer Vision]

CVIU(期刊):https://www.journals.elsevier.com/computer-vision-... [Computer Vision and Image Understanding]

BMVC:https://bmvc2019.org/ [每年9月:British Machine Vision Conference]

Artificial Intelligence(期刊) Journal of Artificial Intelligence Research(期刊) PAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence(期刊)

Neural Computation(期刊) IEEE Transactions on Neural Networks and Learning Systems(期刊)

3D视觉/机器视觉

ROBIO:https://www.robio.org/ [每年12月:International Conference on Robotics and Biomimetics (ROBIO)]

ICRA:https://www.ieee-ras.org/conferences-workshops/ful... [每年5月:IEEE International Conference on Robotics and Automation ]

BMVC:https://bmvc2019.org/ [每年9月:British Machine Vision Conference]

3DV:http://3dv2020.dgcv.nii.ac.jp/[每年11月:International Conference on 3D Vision]

光学学报(期刊):http://www.opticsjournal.net/journals/gxxb.htm?act...

中国激光(期刊):http://www.opticsjournal.net/Journals/zgjg.htm

光电子激光(期刊):http://www.joelcn.com/ch/index.aspx

Optical Engineering(期刊):https://www.spiedigitallibrary.org/journals/optica...

Measurment(期刊):https://www.journals.elsevier.com/measurement

Pattern Recognition(期刊):https://www.journals.elsevier.com/pattern-recognit...

图像处理

ICIP:https://2020.ieeeicip.org/ [每年10月:IEEE ICIP 2020: International Conference on Image Processing]

TIP(期刊):https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?pu... [IEEE Transactions on Image Processing]

SIPPR:http://www.iwsippr.org/[每年4月:International Symposium on Signal, Image Processing and Pattern Recognition]

ICDIP:http://www.icdip.org/ [每年5月:International Conference on Digital Image Processing]

ICPR:https://www.icpr2020.it/ [每年9月:International Conference on Pattern Recognition]

SLAM

ICRA:https://www.ieee-ras.org/conferences-workshops/ful... [每年5月:IEEE International Conference on Robotics and Automation ]

IROS:https://www.iros2019.org/ [每年11月:International Conference on Intelligent Robots and Systems]

ROBIO:https://www.robio.org/ [每年12月:ROBIO - IEEE Robotics and Automation Society]

ICCV:http://iccv2019.thecvf.com/ [每年10~11月:IEEE International Conference on Computer Vision]

CVPR:http://cvpr2020.thecvf.com/ [每年6月:IEEE Conference on Computer Vision and Pattern Recognition]

RSS:https://roboticsconference.org/ [每年6月:Robotics: Science and Systems]

AIM:http://aim2020.org/ [每年6月:IEEE/ASME International Conference on Advanced Intelligent Mechatronics]

ICMA:http://2019.ieee-icma.org/ [每年8月:IEEE International Conference on Mechatronics and Automation]

点云处理

ICRA:https://www.ieee-ras.org/conferences-workshops/ful... [每年5月:IEEE International Conference on Robotics and Automation ]

CVPR:http://cvpr2020.thecvf.com/ [每年6月:IEEE Conference on Computer Vision and Pattern Recognition]

ICCV:http://iccv2019.thecvf.com/ [每年10~11月:IEEE International Conference on Computer Vision]

ECCV:https://eccv2020.eu/ [每年8月:European Conference on Computer Vision]

ACCV:http://accv2020.kyoto/ [每年11月:Asian Conference on Computer Vision]

BMVC:https://bmvc2019.org/ [每年9月:British Machine Vision Conference]

TPAMI(期刊):https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?pu... [IEEE Transactions on Pattern Analysis and Machine Intelligence]

TIP(期刊):https://ieeexplore.ieee.org/xpl/RecentIssue.jsp? [IEEE Transactions on Image Processing]

深度学习

CVPR:http://cvpr2020.thecvf.com/ [每年6月:IEEE Conference on Computer Vision and Pattern Recognition]

ICCV:http://iccv2019.thecvf.com/ [每年10~11月:IEEE International Conference on Computer Vision]

ECCV:https://eccv2020.eu/ [每年8月:European Conference on Computer Vision]

AAAI:http://www.aaai.org/ [每年5月:the Association for the Advance of Artificial Intelligence]

IJCAI:https://www.ijcai.org/ [每年7月:International Joint Conferences on Artificial Intelligence]

机器学习

NIPS:https://neurips.cc/ [每年12月:the Neural Information Processing Systems]

ICML:https://icml.cc/ [每年7月:International Conference on Machine Learning]

ECML:https://ecmlpkdd2020.net/ [每年9月:European Conference on Machine Learning]

ACML:http://www.acml-conf.org/2019/ [每年11月:Asian Conference on Machine Learning]

ECAI:http://ecai2020.eu/ [每年6月:European Conference on Artificial Intelligence]

COLT -https://learningtheory.org/colt2019/

自动驾驶

IROS:https://www.iros2019.org/ [每年11月:International Conference on Intelligent Robots and Systems]

ICRA:https://www.ieee-ras.org/conferences-workshops/ful... [每年5月:IEEE International Conference on Robotics and Automation ]

IEEE IV:https://2020.ieee-iv.org/ [每年6月:IEEE Intelligent Vehicles Symposium]

ITSC:https://www.itsc2019.org/ [每年10月:IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE]

ICVES:http://www.icves2019.org/ [每年9月: IEEE International Conference on Vehicular Electronics and Safety]

RSS:https://roboticsconference.org/ [每年6月:Robotics: Science and Systems]

医疗影像

MICCAI:http://www.miccai.org/ [每年10月: International Conference on Medical Image Computing and Computer Assisted Intervention]

ISBI:http://2020.biomedicalimaging.org/ [每年4月:International Symposium on Biomedical Imaging]

MIDL:https://2020.midl.io/[每年4月:International Symposium on Biomedical Imaging]

基于时间汇总

1月

2月

3月

4月

ISBI:http://2020.biomedicalimaging.org/ [每年4月:International Symposium on Biomedical Imaging]

MIDL:https://2020.midl.io/[每年4月:International Symposium on Biomedical Imaging]

SIPPR:http://www.iwsippr.org/[每年4月:International Symposium on Signal, Image Processing and Pattern Recognition]

5月

ICRA:https://www.ieee-ras.org/conferences-workshops/ful... [每年5月:IEEE International Conference on Robotics and Automation ]

AAAI:http://www.aaai.org/ [每年5月:the Association for the Advance of Artificial Intelligence]

ICDIP:http://www.icdip.org/ [每年5月:International Conference on Digital Image Processing]

6月

CVPR:http://cvpr2020.thecvf.com/ [每年6月:IEEE Conference on Computer Vision and Pattern Recognition]

RSS:https://roboticsconference.org/ [每年6月:Robotics: Science and Systems]

AIM:http://aim2020.org/ [每年6月:IEEE/ASME International Conference on Advanced Intelligent Mechatronics]

ECAI:http://ecai2020.eu/ [每年6月:European Conference on Artificial Intelligence]

IEEE IV:https://2020.ieee-iv.org/ [每年6月:IEEE Intelligent Vehicles Symposium]

7月

IJCAI:https://www.ijcai.org/ [每年7月:International Joint Conferences on Artificial Intelligence]

ICML:https://icml.cc/ [每年7月:International Conference on Machine Learning]

8月

ECCV:https://eccv2020.eu/ [每年8月:European Conference on Computer Vision]

ICMA:http://2019.ieee-icma.org/ [每年8月:IEEE International Conference on Mechatronics and Automation]

9月

BMVC:https://bmvc2019.org/ [每年9月:British Machine Vision Conference]

ICCP:http://www.iccp.ro/iccp2019/ [每年9月:IEEE International Conference on Intelligent Computer Communication and Processing]

ICPR:https://www.icpr2020.it/ [每年9月:International Conference on Pattern Recognition]

ECML:https://ecmlpkdd2020.net/ [每年9月:European Conference on Machine Learning]

ICVES:http://www.icves2019.org/ [每年9月: IEEE International Conference on Vehicular Electronics and Safety]

10月

ICCV:http://iccv2019.thecvf.com/ [每年10~11月:IEEE International Conference on Computer Vision]

ICIP:https://2020.ieeeicip.org/ [每年10月:IEEE ICIP 2020: International Conference on Image Processing]

ITSC:https://www.itsc2019.org/ [每年10月:IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE]

MICCAI:http://www.miccai.org/ [每年10月: International Conference on Medical Image Computing and Computer Assisted Intervention]

11月

3DV:http://3dv2020.dgcv.nii.ac.jp/[每年11月:International Conference on 3D Vision]

ICCV:http://iccv2019.thecvf.com/ [每年10~11月:IEEE International Conference on Computer Vision]

IROS:https://www.iros2019.org/ [每年11月:International Conference on Intelligent Robots and Systems]

ACCV:http://accv2020.kyoto/ [每年11月:Asian Conference on Computer Vision]

ACML:http://www.acml-conf.org/2019/ [每年11月:Asian Conference on Machine Learning]

12月

ROBIO:https://www.robio.org/ [每年12月:International Conference on Robotics and Biomimetics (ROBIO)]

NIPS:https://neurips.cc/ [每年12月:the Neural Information Processing Systems]

知乎回答

CVPR/ICCV/ECCV常见论文:

  1. 我们在imagenet上提升了0.1%!
  2. 研究生梯度下降(graduate student descent)是最重要的技术!
  3. 我们很快将释放代码,也可能用很长时间。
  4. 我们是第一个把transformer用到这个任务的!
  5. 我们采用了更多的计算资源,发现很老的一个基线方法是最好的!

Neurips:

  1. 我提出了一个新的任务,尽管可能没什么实际意义。
  2. 经过精心挑选,我们的结果看上去不错!
  3.  我们提出的方法在我们生成的非公开数据集上很有效!

ICML:

  1. 我们证明了五年以前大家都知道的东西!
  2. 我们有很复杂的连自己也看不太懂的公式。

ICLR:

  1. 虽然我们是一个比较新的会议,但是我们仍然在鄙视链顶层。
  2. Open review不代表我们论文质量高,可能只是我们脸皮厚。

AAAI

  1. 我们的审稿人看不懂我们做了什么,反正通过了。
  2. 我们将已有方法运用到了新数据集,发现它超过了SOTA 1%!
  3. 我们发现把已有模块插入到当前的任务,可以涨点!

IJCAI

  1. 我们的中奖率只有不到15%,真的不是水会,CCF别踢我。
  2. 不是我们实验不够,六页真的啥都放不下。
  3. 没错,我们的论文如果能投三大会我就投三大会了,投IJCAI实在没办法,日子总还是要过的嘛。

发现有很多人看,所以再扩展到一些非CV类会议。

SIGGRAPH

  1. 只要录取率足够低,圈内都是自己人,把圈外人门关上,焊的死死的。
  2. SIGGRAPH可不是像水会,我们CG就这一个顶会,质量杠杠的。别看了,说的就是你们,视觉三大会一个比一个水。
  3. Incremental的方法都不能发表,至于你要问我什么是incremental,demo视频PS地不好,就是incremental,外人我不告诉他。

ICRA/IROS

  1. 我们引用了30篇非常相关的论文,没错都是我们的论文。
  2. 我们研究了人与机器人的交互,但是可能没有人能用得到。
  3. 我们将机器学习应用到了已经解决的问题当中,发现它可以达到相似的效果。
  4.  我们也做了SLAM,但是比其他论文好2%。
  5.  我们的sensor很创新,但是你们可能买不起。
  6. 我们又一次在模拟器中取得了完美的效果!

EMNLP:

  1. 我们在某个特定的任务上取得了提升,但是可能在你的数据上不work。
  2. 你只需要这个简单的trick即可。
  3. 我们的神经网络模拟了人脑思考的过程,可能对你的任务有一丢丢帮助。
  4. 预训练加bert真的很有效。
  5. 我们在大规模数据集上验证了结果,但是你想要复现,可能还需要一些运气。

下面是部分出处,点赞后存哈!

 

 

参考博客

计算机视觉领域会议汇总 - 知乎

计算机视觉顶级期刊和会议有哪些?_小白学视觉_51CTO博客

计算机视觉顶尖期刊和会议有哪些? - 知乎

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