The Conference on Computer Vision and Pattern Recognition (CVPR) is an annual conference on computer vision and pattern recognition, which is regarded as one of the most important conferences in its field.[1][2][3] According to Google Scholar Metrics (2022), it is the highest impact computing venue.[4]
CVPR was first held in Washington, DC, in 1983 by Takeo Kanade and Dana Ballard (previously the conference was named Pattern Recognition and Image Processing).[5] From 1985 to 2010 it was sponsored by the IEEE Computer Society. In 2011 it was also co-sponsored by University of Colorado Colorado Springs. Since 2012 it has been co-sponsored by the IEEE Computer Society and the Computer Vision Foundation, which provides open access to the conference papers.[6]
CVPR considers a wide range of topics related to computer vision and pattern recognition—basically any topic that is extracting structures or answers from images or video or applying mathematical methods to data to extract or recognize patterns. Common topics include object recognition, image segmentation, motion estimation, 3D reconstruction, and deep learning.[7]
The conference is highly selective, with generally <30% acceptance rates for all papers and <5% for oral presentations.[8][9][10] It is managed by a rotating group of volunteers who are chosen in a public election at the Pattern Analysis and Machine Intelligence-Technical Community (PAMI-TC) meeting four years before the meeting.[11] CVPR uses a multi-tier double-blind peer review process. The program chairs, who cannot submit papers, select area chairs who manage the reviewers for their subset of submissions.[12]
The Pattern Analysis and Machine Intelligence (PAMI) Young Researcher Award[17] is an award given by the Technical Committee on Pattern Analysis and Machine Intelligence (TCPAMI) of the IEEE Computer Society to a researcher within 7 years of completing their Ph.D. for outstanding early career research contributions.[18] Candidates are nominated by the computer vision community, with winners selected by a committee of senior researchers in the field. This award was originally instituted in 2012 by the journal Image and Vision Computing, also presented at the CVPR, and the IVC continues to sponsor the award.[19][20]
The Thomas Huang Memorial Prize[21] was established at CVPR 2020 and is awarded annually starting from CVPR 2021 to honor researchers who are recognized as examples in research, teaching/mentoring, and service to the computer vision community.
^"Conference History". IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence. Archived from the original on 2022-09-20. Retrieved 2020-07-24.
