Conference on Computer Vision and Pattern Recognition

The Conference on Computer Vision and Pattern Recognition is an annual conference on computer vision and pattern recognition . If ranked in Google Scholar ‘s h-index metric in 2015, CVPR is the number one venue in Computer Vision and number seven in Engineering and Computer Science. It’ll be has the Highest h-index or Any conference ‘any field, is the leading IEEE publications waaronder journals, and it is ranked in the top 70 or all publications. ^[1] volgens to Microsoft Academic Search in 2014 there ulcers about 169.936 citations to CVPR papers. ^[2] It is ook highly ranked in verschillende government agencies: ^{[3] [4]}It has an “A” rating from the Australian Ranking of ICT Conferences ^[5] and an “A1” rating from the Brazilian ministry of education (Qualis (2012)). ^[6]

Official Affiliations

CVPR was first held in Washington DC in 1983 Takeo Kanade and Dana Ballard (to post the conference was named Pattern Recognition and Image Processing). ^[7] From 1985 to 2010 it was sponsored by the IEEE Computer Society . In 2011 it was co-sponsored by the IEEE Computer Society and by the University of Colorado Colorado Springs . Since 2012 it has leg co-sponsored by IEEE Computer Society and the Computer Vision Foundation (CVF). CVF now zorgt open access to the conference papers. ^[8]

Scope

CVPR considers a wide range of topics related to computer vision and pattern recognition -basically ANY topic therein are extracting structures or answers from images or video or Dankzij mathematical methods to data to extract or herkennen patterns. Lycra year the conference has an explicit list of topics for that year. The conference event ook of includes a wide range of workshops and tutorials. Lycra year multiple company ook donate funds to support the conference and many of Those ook exhibit at the conference.

The conference is highly selective with algemeen <30% acceptance rates for all papers and <5% for all presentations. The conference is managed by a rotating group of volunteers-with spikes Chosen in a public-selection at the PAMI-TC meeting 3 years voordat the meeting. CVPR uses a multi-tier double-blind review process. The program chairs (who can not save submit papers), select 50-60 area chairs who manage the Reviewer for hun subset or reviewers. There are algemeen 3 or more reviewers per paper. The area chairs Discuss the paper with the reviewers dan onder the Acs and finally produce a meta-review and make a recommendation the program chairs who make final Decisions.

Location

The conference was held in June and rotates around the US algemeen West, Central and East. In 2013 the conference was in Portland OR. In 2014 the conference was held in Columbus, Ohio, with over 1,900 ATTENDEES. In 2015 it was in Boston MA. In 2016 it was in Las Vegas NV. In 2017 it will be in Honolulu HI.

Awards

CVPR Best Paper Award

These awards ^[9] are picked by committees delegated by the program chairs of the conference.

CVPR Best Paper Award Recipients

• Awarded at CVPR 2016:
  • Best Paper: Deep Residual Learning for Image Recognition, Kaiming Hey, Xiangyu Zhang Shaoqing Ren Jian Sun
  • Best Student Paper: Structural-RNN Deep Learning on Spatio-Temporal Graphs, Ashesh Jain, Amir R. Zamir, Silvio Savarese, Ashutosh Saxena
  • Best Paper Honorable Mention: sublabel-Accurate Relaxation or Nonconvex Energies. Thomas Möllenhoff, Emanuel Laude, Michael Moeller, Jan Lellmann Daniel Cremers
• Awarded at CVPR 2015:
  • Best Paper: DynamicFusion: Reconstruction and Tracking of Non-rigid Scenes in Real-Time Richard A. Newcombe, Dieter Fox, Steven M. Seitz
  • Best Student Paper: Category-Specific Object Reconstruction from a single image, Abhishek Kar, Shubham Tulsiani, João Carreira, Jitendra Malik
  • Best Paper Honorable Mention: Efficient Globally Optimal Consensus Maximisation with Tree Search, Tat Jun Chin, Pulak Purkait, Anders Eriksson, David Suter
  • Best Paper Honorable Mention: Fully convolutional Networks for Semantic Segmentation, Jonathan Long, Evan Shelhamer, Trevor Darrell
  • Best Paper Honorable Mention: Picture: A Probabilistic Programming Language for Scene Perception, Tejas D Kulkarni, Pushmeet Kohli, Joshua B. Tenenbaum, Vikash Mansinghka
• Awarded at CVPR 2014:
  • Best Paper: What Camera Motion reveals About Shape with Unknown BRDF, Manmohan Chandraker
  • Best Paper Runner-Up: 3D Shape and indirect Appearance at Structured Light Transport, Matthew O’Toole, John Mather, Kyros Kutulakos
  • Best Student Paper: Partial Optimality with pruning for MAP inference with General Graphical Models, Paul Swoboda, Bogdan Savchynskyy, Joerg Kappes, Christoph Schnörr
  • Outstanding Demo: Real-Time Video Magnification, Neal Wadhwa, Michael Rubinstein, Fredo Durand, William T. Freeman
  • Honorable Mention Demo: Learning to be a Depth Camera, Sean Ryan Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, David Kim, David Sweeney, Antonio Criminisi Jamie Shotton, Sing Bing Kang, Tim Paek
• 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, Matt 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 or An Image, Cherry Zhang, Imari Sato
• Awarded at CVPR 2010:
  • Best Paper: Efficient Computation or 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 or 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 Hey, Jian Sun, Xiaoou Tang
  • Best Paper Honorable Mention: Understanding and Evaluating blind Deconvoluticn 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 at 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 by Classification on Riemannian Manifold, Oncel Tuzel, Fatih Porikli, and Peter More
  • Best Student Paper: Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers or 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 or object detectors using a visual shape alphabet, Andrew 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 or 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 2004
  • Best Paper: Programmable Imaging using a Digital Micromirror Array, Shree K. Nayar, Vlad Branzoi, Terrance E Boult
  • Best Student Paper: Unsupervised learning of image manifolds at Semidefinite programming Killeen Q. Weinberger and Lawrence K. Saul.
• 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, Thomas 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 online appearance models for visual tracking, A. Jepson, D. Fleet, TF 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 tracking contour, 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
• Awarded at CVPR 2000
  • Best Paper: Real-Time Tracking of Non-Rigid Objects using Mean Shift, D. Comaniciu, V. Ramesh, P. More
  • Best Paper Runner Up: A New Algorithm for Non-Rigid Point Matching H. Chui, A. Rangarajan
  • Best Student Paper: Statistical Shape Influence in geodesic Active Contours, M. Leventon, E. Grimson, O. Faugeras

Longuet-Higgins Prize

The Longuet-Higgins Prize onderkent CVPR papers from years ago at dat port made a significant impact on computer vision research.

PAMI Young Researcher Award

The Pattern Analysis and Machine Intelligence (PAMI) Young Researcher Award is an award bepaald by the Technical Committee on Pattern Analysis and Machine Intelligence (TCPAMI) of the IEEE Computer Society at the CVPR to a researcher binnen 7 years of completing hun Ph.D. for outstanding early career research contributions. ^[10] Candidates are nominated by the computer vision community, with winners selected by a committee of senior researchers in the field. This award was oorspronkelijk Instituted in 2012 by the Elsevier journal Image and Vision Computing , turned presented at the CVPR, and the ICV Continues to sponsor the award. ^{[11] [12]}

PAMI Young Researcher Award Recipients

• 2016: Abhinav Gupta and Ce Liu ^[13]
• 2015: John Wright ^[14]
• 2014: Derek Hoiem and Jamie Shotton ^[15]
• 2013: Anat Levin and Kristen Grauman ^[10]
• 2012 (if the IVC Outstanding Young Researcher Award): Deva Ramanan ^[11]

References