Conference on Computer Vision and Pattern Recognition

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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 is the IEEE annual conference on computer vision and pattern recognition. It is considered, together with ICCV, the top level conference in computer vision.[1][2] It has an 'A' rating from the Australian Ranking of ICT Conferences and an 'A1' rating from the Brazilian ministry of education.[2][3] It was first held in San Francisco in 1985.


CVPR Best Paper Award[edit]

These awards[4] are picked by committees delegated by the program chairs of the conference.

CVPR Best Paper Award recipients[edit]

  • Awarded at CVPR 2013:
    • Best Paper: Fast, Accurate Detection of 100,000 Object Classes on a Single Machine, Thomas Dean, Jay Yagnik, Mark Ruzon, Mark Segal, Jonathon Shlens, and Sudheendra Vijayanarasimhan
    • Best Paper Runner-Up: Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization, Marcus Brubaker, Andreas Geiger, and Raquel Urtasun
    • Best Student Paper: Discriminative Non-blind Deblurring, Uwe Schmidt, Carsten Rother, Sebastian Nowozin, Jeremy Jancsary, and Stefan Roth
  • Awarded at CVPR 2012:
    • Best Paper: A Simple Prior-free Method for Non-Rigid Structure-from-Motion Factorization, Yuchao Dai, Hongdong Li, Mingyi He
    • Best Student Paper: Max-Margin Early Event Detectors, Minh Hoai, Fernando De la Torre
  • Awarded at CVPR 2011:
    • Best Paper: Real-time Human Pose Recognition in Parts from Single Depth Images, Jamie Shotton, Andrew Fitzgibbon, Mat Cook, Toby Sharp, Mark Finocchio, Richard Moore, Alex Kipman, Andrew Blake
    • Best Paper Honorable Mention: Discrete-Continuous Optimization for Large-scale Structure from Motion, David Crandall, Andrew Owens, Noah Snavely, Daniel Huttenlocher
    • Best Student Paper: Recognition Using Visual Phrases, Ali Farhadi, Mohammad Amin Sadeghi
    • Best Student Paper Honorable Mention: Separating Reflective and Fluorescent Components of An Image, Cherry Zhang, Imari Sato
  • Awarded at CVPR 2010:
    • Best Paper: Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data using the L1 Norm, Anders Eriksson and Anton van den Hengel
    • Best Student Paper: Visual Event Recognition in Videos by Learning from Web Data, Lixin Duan, Dong Xu, Wai-Hung Tsang, and Jiebo Luo
    • Best Student Paper Honorable Mention: Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities, Bangpeng Yao and Li Fei-Fei
  • Awarded at CVPR 2009:
    • Best Paper: Single Image Haze Removal Using Dark Channel Prior, Kaiming He, Jian Sun, Xiaoou Tang
    • Best Paper Honorable Mention: Understanding and evaluating blind deconvolution algorithms, Anat Levin, Yair Weiss, Fredo Durand, Bill Freeman
    • Best Student Paper: Nonparametric Scene Parsing: Label Transfer via Dense Scene Alignment, Ce Liu, Jenny Yuen, Antonio Torralba
    • Best Student Paper Honorable Mention: A Tensor-Based Algorithm for High-Order Graph Matching, Olivier Duchenne, Francis Bach, In So Kweon, Jean Ponce
  • Awarded at CVPR 2008
    • Best Paper: Beyond Sliding Windows: Object Localization by Efficient Subwindow Search, Christoph H. Lampert, Matthew B.Blaschko,Thomas Hofmann
    • Best Paper: Global Stereo Reconstruction under Second Order Smoothness Priors, Oliver Woodford, Ian Reid, Philip Torr, Andrew Fitzgibbon
    • Best Student Paper: Fast Image Search for Learned Metrics, Prateek Jain, Brian Kulis, Kristen Grauman
  • Awarded at CVPR 2007
    • Best Paper: Dynamic 3D Scene Analysis from a Moving Vehicles, Bastian Leibe, Nico Cornelis, Kurt Cornelis, and Luc Van Gool
    • Best Paper Honorable Mention: Spectral Matting, Anat Levin, Alex Rav-Acha, and Dani Lischinski
    • Best Paper Honorable Mention: Human Detection via Classification on Riemannian Manifolds, Oncel Tuzel, Fatih Porikli, and Peter Meer
    • Best Student Paper: Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers of Different Life Spans, Yuan Li, Haizhou Ai, Takayoshi Yamashita, Shihong Lao, and Masato Kawade
  • Awarded at CVPR 2006
    • Best Paper: Putting Objects in Perspective, Derek Hoiem, Alexei Efros, Martial Hebert
    • Best Paper Honorable Mention:Incremental learning of object detectors using a visual shape alphabet, Andreas Opelt, Axel Pinz, Andrew Zisserman
  • Awarded at CVPR 2005
    • Best Paper: Real-Time Non-Rigid Surface Detection, Julien Pilet, Vincent Lepetit, Pascal Fua
    • Best Paper Honorable Mention: A Non-Local Algorithm for Image Denoising, Antoni Buades, Bartomeu Coll, Jean-Michel Morel
    • Bi-Layer Segmentation of Binocular Stereo Video, Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
    • Video Epitomes, Vincent Cheung, Brendan J. Frey, Nebojsa Jojic
  • Awarded at CVPR 2003
    • Best Paper: Object Class Recognition by Unsupervised Scale-Invariant Learning, Rob Fergus, Pietro Perona, and Andrew Zisserman
    • Best Paper Honorable Mention: Constraint on Five Points in Two Images, Tomas Werner
    • Best Student Paper: Vector-Valued Image Regularization with PDE's: A Common Framework for Different Applications, David Tschumperle and Rashid Deriche
  • Awarded at CVPR 2001
    • Best Paper: Morphable 3D models from video, Matthew Brand
    • Best Paper Runner Up: Robust on-line appearance models for visual tracking, A. Jepson, D. Fleet, T.F. El-Maraghi
    • Best Student Paper: Tracking and modeling non-rigid objects with rank constraints, L. Torresani, D. Yang, E. Alexander, C. Bregler
    • Outstanding Student Paper: Dense image matching with global and local statistical criteria: a variational approach, G. Hermosillo, O. Faugeras
    • Outstanding Student Paper: JPDAF based HMM for real-time contour tracking, Y. Chen, Y. Rui, T. Huang
    • Outstanding Student Paper: Model-based curve evolution techniques for image segmentation, A. Tsai, A. Yezzi, W. Wells, C. Tempany, D. Tucker, A. Fan, E. Grimson, A. Willsky

Longuet-Higgins Prize[edit]

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[edit]

The Pattern Analysis and Machine Intelligence (PAMI) Young Researcher Award is an award given by the Technical Committee on Pattern Analysis and Machine Intelligence (TCPAMI) of the IEEE Computer Society at the CVPR to a researcher within 7 years of completing their Ph.D. for outstanding early career research contributions.[5] 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 Elsevier journal Image and Vision Computing, also presented at the CVPR, and the ICV continues to sponsor the award.[6][7]

PAMI Young Researcher Award recipients[edit]

  • 2014: Derek Hoiem and Jamie Shotton[8]
  • 2013: Anat Levin and Kristen Grauman[5]
  • 2012 (as the IVC Outstanding Young Researcher Award): Deva Ramanan[6]


  1. ^ SoC Conference Ranking
  2. ^ a b Conference Rankings
  3. ^ Australian Ranking of ICT Conferences
  4. ^ "CVPR Best Paper Award". IEEE Computer Society website. IEEE. Retrieved 15 February 2014. 
  5. ^ a b "PAMI Young Research Award". IEEE Computer Society website. IEEE. Retrieved 22 January 2014. 
  6. ^ a b "Inaugural image and vision computing outstanding young researcher award winner announced" (PDF). Image and Vision Computing (Elsevier) 30 (9): 603. 2012. doi:10.1016/j.imavis.2012.07.008. ISSN 0262-8856. Retrieved 22 January 2014. 
  7. ^ "Awards – Elsevier". Retrieved 22 January 2014. 
  8. ^

External links[edit]