| Conference on Computer Vision and Pattern Recognition | |
|---|---|
| Abbreviation | CVPR |
| Discipline | Computer vision |
| Publication details | |
| Publisher | IEEE |
| History | 1985–present |
| Frequency | Annual |
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]
Affiliations
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]
Scope
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]
Location
The conference is usually held in June in North America.[13]
Awards
CVPR Best Paper Award
These awards[16] are picked by committees delegated by the program chairs of the conference.
Longuet-Higgins Prize
The Longuet-Higgins Prize recognizes CVPR papers from ten years ago that have made a significant impact on computer vision research.
PAMI Young Researcher Award
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]
| Year | Winner(s) |
|---|---|
| 2021 | Georgia Gkioxari |
| 2021 | Phillip Isola |
| 2020 | Jon Barron |
| 2020 | Deqing Sun |
| 2019 | Karen Simonyan |
| 2018 | Andreas Geiger |
| 2018 | Kaiming He |
| 2017 | Ross Girshick |
| 2017 | Julien Mairal |
| 2016 | Ce Liu |
| 2016 | Abhinav Gupta |
| 2015 | John Wright |
| 2014 | Derek Hoiem |
| 2014 | Jamie Shotton |
| 2013 | Anat Levin |
| 2013 | Kristen Grauman |
| 2012 | Deva Ramanan |
PAMI Thomas S. Huang Memorial Prize
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.
| Year | Winner(s) |
|---|---|
| 2021 | Antonio Torralba |
Acceptance Rates
| Year | Acceptance Rate |
|---|---|
| 2023 | 2360/9155 = 25.8% |
| 2022 | 2067/8162 = 25.3% |
| 2021 | 1661/7039 = 23.6% |
| 2020 | 1467/5865 = 25.0% |
See also
References
- ↑ "IEEE Conference on Computer Vision and Pattern Recognition, CVPR - Google Scholar Metrics". scholar.google.com.
- ↑ "Australian Ranking of ICT Conferences". Archived from the original on April 9, 2013.
- ↑ "Scholar Metrics: Top Publications". Google Scholar. Archived from the original on 2012-04-04.
- ↑ "English - Google Scholar Metrics". scholar.google.com. Retrieved 2022-07-06.
- ↑ IEEE computer society conference on computer vision and pattern recognition, CVPR. 1983 conf., Washington, D.C. Proceedings: Computer vision and pattern recognition. August 8, 1983. OCLC 472099962 – via Open WorldCat.
- ↑ "CVF Open Access".
- ↑ "Welcome to CVPR 2020!" (PDF). cvpr2020.thecvf.com. 2020. Retrieved 2020-08-08.
- ↑ "Conference-Acceptance-Rate". August 7, 2020 – via GitHub.
- ↑ "Welcome" (PDF). cvpr2019.thecvf.com. Retrieved 2020-08-08.
- ↑ "CVPR 2020 Proceeding as Planned; Record 1470 Papers Accepted". Synced. March 2, 2020.
- ↑ "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.
- ↑ "Area Chair Guidelines - CVPR 2012". tab.computer.org.
- ↑ "Conferences – The Computer Vision Foundation". www.thecvf.com.
- ↑ "Statement CVPR 2021".
- ↑ Society, IEEE Computer. "CVPR 2020 Transitions to All-Virtual Event". www.prnewswire.com (Press release).
- ↑ "CVPR Best Paper Award". IEEE Computer Society website. IEEE. Retrieved 3 April 2019.
- ↑ "Computer Vision Awards – The Computer Vision Foundation". www.thecvf.com.
- ↑ "PAMI Young Research Award". IEEE Computer Society website. IEEE. Retrieved 22 January 2014.
- ↑ "Inaugural image and vision computing outstanding young researcher award winner announced". Image and Vision Computing. Elsevier. 30 (9): 603. 2012. doi:10.1016/j.imavis.2012.07.008. ISSN 0262-8856.
- ↑ "Awards". Retrieved 22 January 2014.
- ↑ "Computer Vision Awards: PAMI Thomas S. Huang Memorial Prize – The Computer Vision Foundation". www.thecvf.com.