CVPR Paper Analysis

By gaganyatri

Awarded at CVPR 2017:

Best Paper: Densely Connected Convolutional Networks by Gao Huang, Zhuang Liu, Laurens van der Maaten, & Kilian Q. Weinberger
Best Paper: Learning from Simulated and Unsupervised Images through Adversarial Training by Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Joshua Susskind, Wenda Wang, & Russell Webb
Best Paper Honorable Mention: Annotating Object Instances with a Polygon-RNN by Lluís Castrejón, Kaustav Kundu, Raquel Urtasun, & Sanja Fidler
Best Paper Honorable Mention: YOLO9000: Better, Faster, Stronger by Joseph Redmon & Ali Farhadi
Best Student Paper: Computational Imaging on the Electric Grid by Mark Sheinin, Yoav Y. Schechner, & Kiriakos N. Kutulakos
Longuet-Higgins Prize: Object Retrieval with Large Vocabularies and Fast Spatial Matching by James Philbin, Ondrej Chum, Michael Isard, Josef Sivic & Andrew Zisserman

Awarded at CVPR 2016:

Best Paper: Deep Residual Learning for Image Recognition, Kaiming He, 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 of 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 by Structured Light Transport, Matthew O'Toole, John Mather, Kyros Kutulakos
Best Student Paper: Partial Optimality by 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, Frédo 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, 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 A. 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 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 by 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, 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

Awarded at CVPR 2000

Best Paper: Real-Time Tracking of Non-Rigid Objects using Mean Shift, D. Comaniciu, V. Ramesh, P. Meer
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,