CVPR初次举办是1983年，本文总结了2000-2018年历届best paper。
2009年何恺明大神代表港中文拿下亚洲第一篇CVPR最佳论文，2012年西北工业大学的戴玉超博士拿下大陆高校第一篇CVPR最佳。2016年何恺明等人又以Resnet拿下最佳。
参考链接：http://jeffhuang.com/best_paper_awards.html#cvpr
2018
Taskonomy: DisentanglingTaskTransferLearning
Amir R. Zamir, Stanford University & berkeley; et al.
2017
Densely Connected Convolutional Networks
Gao Huang, Cornell University; et al.
Learning from Simulated and Unsupervised Images through Adversarial Training
Ashish Shrivastava, Apple Inc; et al.
2016
Deep Residual Learning for Image Recognition
Kaiming He, Microsoft Research; et al.
2015
DynamicFusion: Reconstruction and Tracking of Non-rigid Scenes in Real-Time
Richard A. Newcombe, University of Washington; et al.
2014
What Camera Motion Reveals About Shape with Unknown BRDF
Manmohan Chandraker, NEC Labs America
2013
Fast, Accurate Detection of 100,000 Object Classes on a Single Machine
Thomas Dean, Google; et al.
2012
A Simple Prior-free Method for Non-Rigid Structure-from-Motion Factorization
Yuchao Dai, Northwestern Polytechnical University; et al.
2011
Real-time Human Pose Recognition in Parts from Single Depth Images
Jamie Shotton, Microsoft Research; et al.
2010
Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data usi…
Anders Eriksson & Anton va den Hendel, University of Adelaide
2009
Single Image Haze Removal Using Dark Channel Prior
Kaiming He, The Chinese University of Hong Kong; et al.
2008
Global Stereo Reconstruction under Second Order Smoothness Priors
Oliver Woodford, University of Oxford; et al.
Beyond Sliding Windows: Object Localization by Efficient Subwindow Search
Chistoph H. Lampert, Max Planck Institut; et al.
2007
Dynamic 3D Scene Analysis from a Moving Vehicle
Bastian Leibe, ETH Zurich; et al.
2006
Putting Objects in Perspective
Derek Hoiem, Carnegie Mellon University; et al.
2005
Real-Time Non-Rigid Surface Detection
Julien Pilet, École Polytechnique Fédérale de Lausanne; et al.
2004
Programmable Imaging using a Digital Micromirror Array
Shree K. Nayar, Columbia University; et al.
2003
Object Class Recognition by Unsupervised Scale-Invariant Learning
Rob Fergus, University of Oxford; et al.
2001
Morphable 3D models from video
Matthew Brand, Mitsubishi Electric Research Laboratories
2000
Real-Time Tracking of Non-Rigid Objects using Mean Shift