计算机视觉的顶会顶刊!

2022-06-30 16:16:01 浏览数 (1)

CV三大会议

  • CVPR: International Conference on Computer Vision and Pattern Recognition (每年,6月开会)
  • ICCV: International Conference on Computer Vision (奇数年,10月开会)
  • ECCV: European Conference on Computer Vision (偶数年,3月截稿,9月开会)

CV两大顶刊

  • TPAMI: IEEE Trans on Pattern Analysis and Machine Intelligence
  • TIP: IEEE Transactions on Image Processing

计算机视觉会议列表

A类

  • ICCV: International Conference on Computer Vision
  • CVPR: International Conference on Computer Vision and Pattern Recognition
  • 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

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

计算机视觉刊物列表

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
  • PR: Pattern Recognition

C类

  • IET-CVI: IET Computer Vision
  • IVC: Image and Vision Computing
  • IJPRAI: International Journal of Pattern Recognition and Artificial Intelligence
  • Machine Vision and Applications
  • PRL: Pattern Recognition Letters

追论文技巧

个人的一点心得:

  • arXiv就是用来占坑的,不建议刷;
  • 会议论文代表了经过同行认可的高质量论文,且时效性很高。但是数量依然不少,依然需要甄别选读;
  • 建议关注“新智元”、“机器之心”、“雷锋网”等优质公众号,可以第一时间接收到最新且最值得一读的论文推送;
  • 期刊发表的论文都是经过时间考验的,都会比会议晚个一年半~两年,时效性差,不建议关注。

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