The CVPR best paper award is picked by a committee delegated by the program chairs of the conference. It recognizes the very best work appearing at the conference.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2023 | "Visual Programming: Compositional Visual Reasoning Without Training" | T. Gupta, A. Kembhavi | Code  |
Demo |
| 2023 | “Planning-Oriented Autonomous Driving” | Y. Hu, J. Yang, L. Chen, K. Li, C. Sima, X. Zhu, S. Chai, S. Du, T. Lin, W. Wang, L. Lu, X. Jia, Q. Liu, J. Dai, Y. Qiao, H. Li | Code  |
Slides |
| 2022 | “Learning to Solve Hard Minimal Problems” | P. Hruby, T. Duff, A. Leykin, T. Pajdla | Code  |
|
| 2021 | “GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields”" | M. Niemeyer, A. Geiger | Code |
Demo |
| 2020 | “Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild” Demo | S. Wu, C. Rupprecht, A. Vedaldi | Code  |
Demo |
| 2019 | “A Theory of Fermat Paths for Non-Line-of-Sight Shape Reconstruction” | S. Xin, S. Nousias, K. Kutulakos, A. Sankaranarayanan, S. G. Narasimhan, I. Gkioulekas | Code  |
Demo |
| 2018 | “Taskonomy: Disentangling Task Transfer Learning” | A. R. Zamir, A. Sax, W. Shen, L. J. Guibas, J. Malik, S. Savarese | Code  |
Demo |
| 2017 | “Densely Connected Convolutional Networks” | G. Huang, Z. Liu, L. van der Maaten, K. Q. Weinberger | Code  |
|
| 2017 | “Learning from Simulated and Unsupervised Images through Adversarial Training” | A. Shrivastava, T. Pfister, O. Tuzel, J. Susskind, W. Wang, R. Webb | ||
| 2016 | “Deep Residual Learning for Image Recognition” | K. He, X. Zhang, S. Ren, J. Sun | ||
| 2015 | “DynamicFusion: Reconstruction and Tracking of Non-rigid Scenes in Real-Time” | R. A. Newcombe, D. Fox, S. M. Seitz | ||
| 2014 | “What Camera Motion Reveals About Shape with Unknown BRDF” | M. K. Chandraker | ||
| 2013 | “Fast, Accurate Detection of 100,000 Object Classes on a Single Machine” | T. Dean, J. Yagnik, M. Ruzon, M. Segal, J. Shlens, S. Vijayanarasimhan | ||
| 2012 | “A Simple Prior-free Method for Non-Rigid Structure-from-Motion Factorization” | Y. Dai, H. Li, M. He | ||
| 2011 | “Real-time Human Pose Recognition in Parts from Single Depth Images” | J. Shotton, A. Fitzgibbon, M. Cook, T. Sharp, M. Finocchio, R. Moore, A. Kipman, A. Blake | ||
| 2010 | “Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data using the L1 Norm” | A. Eriksson, A. van den Hengel | ||
| 2009 | “Single Image Haze Removal Using Dark Channel Prior” | K. He, J. Sun, X. Tang | ||
| 2008 | “Beyond Sliding Windows: Object Localization by Efficient Subwindow Search” | C. H. Lampert, M. B. Blaschko, T. Hofmann | ||
| 2008 | “Global Stereo Reconstruction under Second Order Smoothness Priors” | O. Woodford, I. Reid, P. Torr, A. Fitzgibbon | ||
| 2007 | “Dynamic 3D Scene Analysis from a Moving Vehicles” | B. Leibe, N. Cornelis, K. Cornelis, L. Van Gool | ||
| 2006 | “Putting Objects in Perspective” | D. Hoiem, A. Efros, M. Hebert | ||
| 2005 | “Real-Time Non-Rigid Surface Detection” | J. Pilet, V. Lepetit, P. Fua | ||
| 2004 | “Programmable Imaging Using a Digital Micromirror Array” | S. K. Nayar, V. Branzoi, T. Boult | ||
| 2003 | “Object Class Recognition by Unsupervised Scale-Invariant Learning” | R. Fergus, P. Perona, A. Zisserman | ||
| 2001 | “Morphable 3D Models From Video” | M. Brand | ||
| 2000 | “Real-Time Tracking of Non-Rigid Objects using Mean Shift” | D. Comaniciu, V. Ramesh, P. Meer | ||
| 1999 | “Robust Hierarchical Algorithm for Constructing a Mosaic from Images of the Curved Human Retina” | A. Can, C. V. Stewart, B. Roysam | ||
| 1998 | “Optimal Structure from Motion: Local Ambiguities and Global Estimates” | A. Chiuso, R. Brockett, S. Soatto | ||
| 1997 | “What is a Light Source?” | M. Langer, S. Zucker | ||
| 1997 | “Learning Bilinear Models for Two-factor Problems in Vision” | W. T. Freeman, J. B. Tenenbaum | ||
| 1996 | “What is the Set of Images of an Object Under All Possible Lighting Conditions?” | P. Belhumeur, D. Kriegman | ||
| 1991 | “Face Recognition Using Eigenfaces” | M. Turk, A. Pentland | ||
| 1991 | “Robust Dynamic Motion Estimation Over Time” | M. J. Black, P. Anandan | ||
| 1991 | “Determining 3-D object Pose Using the Complex Extended Gaussian Image” | S. B. Kang and K. Ikeuchi | ||
| 1988 | “Large Hierarchical Object Recognition Using Libraries of Parameterized Model Sub-Parts” | G. J. Ettinger |
The CVPR best student paper award is picked by a committee delegated by the program chairs of the conference. It recognizes the very best work appearing at the conference where the first author was a student at the time of submission.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2023 | “3D Registration With Maximal Cliques” | X. Zhang, J. Yang, S. Zhang, Y. Zhang | Code  |
|
| 2022 | “EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation” | H. Chen, P. Wang, F. Wang, W. Tian, L. Xiong, H. Li | Code  |
|
| 2021 | “Task Programming: Learning Data Efficient Behavior Representations” | J. J. Sun, A. Kennedy, E. Zhan, D. J. Anderson, Y. Yue, P. Perona | Code  |
Demo |
| 2020 | “BSP-Net: Generating Compact Meshes via Binary Space Partitioning” | Z. Chen, A. Tagliasacchi, H. Zhang | Code  |
Demo |
| 2019 | “Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation” | X. Wang, Q. Huang, A. Celikyilmaz, J. Gao, D. Shen, Y.-F. Wang, W. Y. Wang, L. Zhang | ||
| 2018 | “Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies” | H. Joo, T. Simon, Y. Sheikh | Code  |
Demo |
| 2017 | “Computational Imaging on the Electric Grid” | M. Sheinin, Y. Y. Schechner, K. N. Kutulakos | ||
| 2016 | “Structural-RNN: Deep Learning on Spatio-Temporal Graphs” | A. Jain, A. R. Zamir, S. Savarese, A. Saxena | ||
| 2015 | “Category-Specific Object Reconstruction from a Single Image” | A. Kar, S. Tulsiani, J. Carreira, J. Malik | ||
| 2014 | “Partial Optimality by Pruning for MAP-inference with General Graphical Models” | P. Swoboda, B. Savchynskyy, J. Kappes, C. Schnorr | ||
| 2013 | “Discriminative Non-blind Deblurring” | U. Schmidt, C. Rother, S. Nowozin, J. Jancsary, S. Roth | ||
| 2012 | “Max-Margin Early Event Detectors” | M. Hoai, F. De la Torre | ||
| 2011 | “Recognition Using Visual Phrases” | A. Farhadi, M. Amin Sadeghi | ||
| 2011 | “Separating Reflective and Fluorescent Components of An Image” (Honorable Mention) | C. Zhang, I. Sato | ||
| 2010 | “Visual Event Recognition in Videos by Learning from Web Data” | L. Duan, D. Xu, W.-H. Tsang, J. Luo | ||
| 2010 | “Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities” (Honorable Mention) | B. Yao, L. Fei-Fei | ||
| 2009 | “Nonparametric Scene Parsing: Label Transfer via Dense Scene Alignment” | C. Liu, J. Yuen, A. Torralba | ||
| 2009 | “A Tensor-Based Algorithm for High-Order Graph Matching” (Honorable Mention) | O. Duchenne, F. Bach, I. S. Kweon, J. Ponce | ||
| 2008 | “Fast Image Search for Learned Metrics” | P. Jain, B. Kulis, K. Grauman | ||
| 2007 | “Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers of Different Life Spans” | Y. Li, H. Ai, T. Yamashita, S. Lao, M. Kawade | ||
| 2006 | “Fast Image Search for Learned Metrics” | P. Jain, B. Kulis, K. Grauman | ||
| 2003 | “Vector-Valued Image Regularization with PDE’s: A Common Framework for Different Applications” | D. Tschumperle, R. Deriche | ||
| 2001 | “Tracking and modeling non-rigid objects with rank constraints” | L. Torresani, D. Yang, E. Alexander, C. Bregler | ||
| 2001 | “Dense image matching with global and local statistical criteria: a variational approach” (Outstanding Student Paper) | G. Hermosillo, O. Faugeras | ||
| 2001 | “JPDAF based HMM for real-time contour tracking” (Outstanding Student Paper) | Y. Chen, Y. Rui, T. Huang | ||
| 2001 | “Model-based curve evolution techniques for image segmentation” (Outstanding Student Paper) | A. Tsai, A. Yezzi, W. Wells, C. Tempany, D. Tucker, A. Fan, E. Grimson, A. Willsky | ||
| 1994 | “Occluding Contour Detection Using Affine Invariants and Purposive Viewpoint Control” | K. Kutulakos and C. Dyer |
The CVPR best paper honorable mention award is picked by a committee delegated by the program chairs of the conference. It recognizes outstanding work appearing at the conference.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2023 | “DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation” | N. Ruiz, Y. Li, V. Jampani, Y. Pritch, M. Rubinstein, K. Aberman | Code  |
Demo |
| 2023 | “DynIBaR: Neural Dynamic Image-Based Rendering” | Z. Li, Q. Wang, F. Cole, R. Tucker, N. Snavely | Code  |
Demo |
| 2022 | “Dual-Shutter Optical Vibration Sensing” | M. Sheinin, D. Chan, M. O’Toole, S. Narasimhan | ||
| 2022 | “Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields” | D. Verbin, P. Hedman, B. Mildenhall, T. Zickler, J. Barron, P. Srinivasan | Code  |
Demo |
| 2021 | “Exploring Simple Siamese Representation Learning” | X. Chen, K. He | Code  |
|
| 2021 | “Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos” | Y. Jafarian, H. S. Park | Code  |
Demo |
| 2021 | “Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling” | J. Lei, L. Li, L. Zhou, Z. Gan, T. L. Berg, M. Bansal, J. Liu | Code  |
|
| 2021 | “Binary TTC: A Temporal Geofence for Autonomous Navigation” | A. Badki, O. Gallo, J. Kautz, P. Sen | Code  |
|
| 2021 | “Real-Time High-Resolution Background Matting” | S. Lin, A. Ryabtsev, S. Sengupta, B. Curless, S. Seitz, I. Kemelmacher-Shlizerman | Code  |
Demo |
| 2020 | “DeepCap: Monocular Human Performance Capture Using Weak Supervision” | M. Habermann, W. Xu, M. Zollhöfer, G. Pons-Moll, Christian Theobalt | ||
| 2019 | “A Style-Based Generator Architecture for Generative Adversarial Networks” | T. Karras, S. Laine and T. Aila | Code  |
|
| 2019 | “Learning the Depths of Moving People by Watching Frozen People” | Z. Li, T. Dekel, F. Cole, R. Tucker, C. Liu, B. Freeman and N. Snavely | Code  |
Demo |
| 2018 | “Deep Learning of Graph Matching” | A. Zanfir and C. Sminchisescu. | ||
| 2018 | “SPLATNet: Sparse Lattice Networks for Point Cloud Processing” | H. Su, V. Jampani, D. Sun, S. Maji, E. Kalogerakis, M.-H. Yang, and J. Kautz | Code  |
|
| 2018 | “CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM” | M. Bloesch, J. Czarnowski, R. Clark, S. Leutenegger, and A. J. Davison | Code  |
|
| 2018 | “Efficient Optimization for Rank-Based Loss Functions” | P. Mohapatra, M. Rolinek, C.V. Jawahar, V. Kolmogorov, and M. Pawan Kumar | ||
| 2017 | “Annotating Object Instances with a Polygon-RNN” | L. Castrejon, K. Kundu, R. Urtasun, S. Fidler | ||
| 2017 | “YOLO9000: Better, Faster, Stronger” | J. Redmon, A. Farhadi | ||
| 2016 | “Sublabel-Accurate Relaxation of Nonconvex Energies” | T. Mollenhoff, E. Laude, M. Moeller, J. Lellmann, D. Cremers | ||
| 2015 | “Efficient Globally Optimal Consensus Maximisation with Tree Search” | T.-J. Chin, P. Purkait, A. Eriksson, D. Suter | ||
| 2015 | “Fully Convolutional Networks for Semantic Segmentation” | J. Long, E. Shelhamer, T. Darrell | ||
| 2015 | “Picture: A Probabilistic Programming Language for Scene Perception” | T. D. Kulkarni, P. Kohli, J. B. Tenenbaum, V. Mansinghka | ||
| 2014 | “3D Shape and Indirect Appearance by Structured Light Transport” | M. O’Toole, J. Mather, K. Kutulakos | ||
| 2013 | “Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization” | M. Brubaker, A. Geiger, R. Urtasun | ||
| 2011 | “Discrete-Continuous Optimization for Large-scale Structure from Motion” | D. Crandall, A. Owens, N. Snavely, D. Huttenlocher | ||
| 2009 | “Understanding and evaluating blind deconvolution algorithms” | A. Levin, Y. Weiss, F. Durand, B. Freeman | ||
| 2007 | “Spectral Matting” | A. Levin, A. Rav-Acha, D. Lischinski | ||
| 2007 | “Human Detection via Classification on Riemannian Manifolds” | O. Tuzel, F. Porikli, P. Meer | ||
| 2006 | “Incremental learning of object detectors using a visual shape alphabet” | A. Opelt, A. Pinz, A. Zisserman | ||
| 2005 | “A Non-Local Algorithm for Image Denoising” | A. Buades, B. Coll, J.-M. Morel | ||
| 2005 | “Bi-Layer Segmentation of Binocular Stereo Video” | V. Kolmogorov, A. Criminisi, A. Blake, G. Cross, C. Rother | ||
| 2005 | “Video Epitomes” | V. Cheung, B. J. Frey, N. Jojic | ||
| 2003 | “Constraint on Five Points in Two Images” | T. Werner | ||
| 2001 | “Robust on-line appearance models for visual tracking” | A. Jepson, D. Fleet, T. F. El-Maraghi | ||
| 2000 | “In search of illumination invariants” | H. Chen, P. Belhumeur, and D. Jacobs |
At ICCV every other year, the organizers present Best Paper (Marr Prize) and Best Student Paper awards. These awards are picked by committees delegated by the program chairs of the conference.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2023 | "Passive Ultra-Wideband Single-Photon Imaging" | Mian Wei Sotiris Nousias Rahul Gulve David B. Lindell Kiriakos N. Kutulakos | ||
| 2023 | "Adding Conditional Control to Text-to-Image Diffusion Models" | Lvmin Zhang Anyi Rao Maneesh Agrawala | ||
| 2022 | ||||
| 2021 | “Swin Transformer: Hierarchical Vision Transformer using Shifted Windows” | Z. Liu, Y. Lin, Y. Cao, H. Hu, Y. Wei, Z. Zhang, S. Lin, B. Guo | ||
| 2019 | “SinGAN: Learning a Generative Model from a Single Natural Image” | T. Shaham, T. Dekel, T. Michaeli | ||
| 2017 | “Mask R-CNN” | K. He, G. Gkioxari, P. Dollar, R. Girshick | ||
| 2015 | “Deep Neural Decision Forests” | P. Kontschieder, M. Fiterau, A. Criminisi, S. Rota Bulo | ||
| 2013 | “From Large Scale Image Categorization to Entry- Level Categories” | V. Ordonez, J. Deng, Y. Choi, A. Berg, T. Berg | ||
| 2011 | “Relative Attributes” | D. Parikh, K. Grauman | ||
| 2009 | “Discriminative Models for Multi-class Object Layout” | C. Desai, D. Ramanan, C. Fowlkes | ||
| 2007 | “Population Shape Regression From Random Design Data” | B. Davis, P. Thomas Fletcher, E. Bullitt, S. Joshi | ||
| 2005 | “Globally Optimal Estimates for Geometric Reconstruction Problems” | F. Kahl, D. Henrion | ||
| 2003 | “Image-based Rendering using Image-based Priors” | A. Fitzgibbon, Y. Wexler, A. Zisserman | ||
| 2003 | “Image Parsing: Unifying Segmentation, Detection and Recognition” | Z. Tu, X. Chen, A. L. Yuille, S.-C. Zhu | ||
| 2003 | “Detecting Pedestrians using Patterns of Motion and Appearance” | P. Viola, M. J. Jones, D. Snow | ||
| 2001 | “Probabilistic Tracking in a Metric Space” | K. Toyama, A. Blake | ||
| 2001 | “The Space of All Stereo Images” | S. Seitz | ||
| 1999 | “A Theory of Shape by Space Carving” | K. Kutulakos, S. Seitz | ||
| 1999 | “Euclidean Reconstruction and Reprojection up to Subgroups” | Y. Ma, S. Soatto, J. Kosecka, S. Sastry | ||
| 1998 | “Self-Calibration and Metric Reconstruction in spite of Varying and Unknown Internal Camera Parameters” | M. Pollefeys, R. Koch, L. Van Gool | ||
| 1998 | “Maintaining multiple motion model hypotheses over many views to recover matching and structure” | P. Torr, A. Fitzgibbon, A. Zisserman | ||
| 1995 | “A Theory of Specular Surface Geometry” | M. Oren, S. Nayar | ||
| 1995 | “Shape from Shading with Interreflections under a Proximal Light Source: Distortion-Free Copying of an Unfolded Book” | T. Wada, H. Ukida, T. Matsuyama | ||
| 1993 | “Extracting Projective Structure from Single Perspective Views of 3D Point Sets” | C. A. Rothwell, D. A. Forsyth, A. Zisserman, J. L. Mundy | ||
| 1990 | “Shape from Interreflections” | S. Nayar, K. Ikeuchi, T. Kanade | ||
| 1988 | “Color from Black and White” | B. Funt, J. Ho | ||
| 1987 | “Optical Flow using Spatiotemporal Filters” | D. Heeger |
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2023 | "Tracking Everything Everywhere All At Once" | Qianqian Wang, Yen-Yu Chang, Ruojin Cai, Zhengqi Li | ||
| 2021 | “Pixel-Perfect Structure-from-Motion with Featuremetric Refinement” | P. Lindenberger, P.-E. Sarlin, V. Larsson, M. Pollefeys | ||
| 2019 | “PLMP – Point-Line Minimal Problems in Complete Multi-View Visibility” | T. Duff, K. Kohn, A. Leykin, T. Pajdla | ||
| 2017 | “Focal Loss for Dense Object Detection” | T.-Y. Lin, P. Goyal, R. Girshick, K. He, P. Dollar | ||
| 2011 | “Close the Loop: Joint Blind Image Restoration and Recognition with Sparse Representation Prior” | H. Zhang, J. Yang, Y. Zhang, N. M. Nasrabadi, T. S. Huang |
The ICCV best paper honorable mention award is picked by a committee delegated by the program chairs of the conference. It recognizes outstanding work appearing at the conference.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2023 | "Segment Anything" | Alexander Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Tete Xiao Spencer Whitehead Alexander C. Berg Wan-Yen Lo Chloe Rolland Laura Gustafson Piotr Dollar Ross Girshick | ||
| 2021 | “Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields” | J. T. Barron, B. Mildenhall, M. Tancik, P. Hedman, R. Martin-Brualla, P. Srinivasan | ||
| 2021 | “OpenGAN: Open-Set Recognition via Open Data Generation” | S. Kong, D. Ramanan | ||
| 2021 | “Viewing Graph Solvability via Cycle Consistency” | D. Arrigoni, A. Fusiello, E. Ricci, T. Pajdla | ||
| 2021 | “Common Objects in 3D: LargeScale Learning and Evaluation of Real-life 3D Category Reconstruction” | J. Reizenstein, P. Henzler, R. Shapovalov, L. Sbordone, P. Labatut, D. Novotny | ||
| 2019 | “Asynchronous Single-Photon 3D Imaging” | A. Gupta, A. Ingle, M. Gupta | ||
| 2019 | “Specifying Object Attributes and Relations in Interactive Scene Generation” | O. Ashual, L. Wolf | ||
| 2017 | “First Person Activity Forecasting with Online Inverse Reinforcement Learning” | N. Rhinehart and K. M. Kitani | ||
| 2017 | “Open Set Domain Adaptation” | P. P. Busto and J. Gall | ||
| 2017 | “Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence” | D. Campbell, L. Petersson, L. Kneip, and H. Li | ||
| 2015 | “Holistically-Nested Edge Detection” | S. Xie, Z. Tu | ||
| 2013 | “Hierarchical Data-driven Descent for Efficient Optimal Deformation Estimation” | Y. Tian, S. Narasimhan | ||
| 2013 | “Piecewise Rigid Scene Flow” | C. Vogel, K. Schindler, S. Roth | ||
| 2009 | “Looking Around the Corner Using Transient Imaging” | A. Kirmani, T. Hutchison, J. Davis, R. Raskar | ||
| 2007 | “Deformable Template As Active Basis” | Y. Nian Wu, Z. Si, C. Fleming, S.-C. Zhu | ||
| 2007 | “BRDF Acquisition with Basis Illumination” | A. Ghosh, S. Achutha, W. Heidrich, M. O’Toole | ||
| 2007 | “Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration” | M. Chandraker, S. Agarwal, D. Kriegman, S. Belongie | ||
| 2005 | “A Theory of Refractive and Specular Shape by Light-Path Triangulation” | K. N. Kutulakos, E. Steger | ||
| 2005 | “Detecting Irregularities in Images and in Video” | O. Boiman, M. Irani | ||
| 2005 | “On the Spatial Statistics of Optical Flow” | S. Roth, M. J. Black | ||
| 2001 | “Alignment of Non-Overlapping Sequences” | Y. Caspi, M. Irani | ||
| 2001 | “On Projection Matrices and their Applications in Computer Vision” | L. Wolf, A. Shashua | ||
| 1999 | “Probabilistic Detection and Tracking of Motion Discontinuities” | M. Black, D. Fleet | ||
| 1999 | “Equivalence of Julesz and Gibbs texture ensembles” | Y. N. Wu, S.-C. Zhu, X. Liu | ||
| 1998 | “Stereo Matching with Transparency and Matting” | R. Szeliski, P. Golland | ||
| 1995 | “Alignment by Maximization of Mutual Information” | P. Viola, W. Wells III | ||
| 1995 | “Reconstruction from Image Sequences by Means of Relative Depths” | Anders Heyden | ||
| 1995 | “Hypergeometric Filters for Optical Flow and Affine Matching” | Y. Xiong, S. Shafer | ||
| 1988 | “Organization of Smooth Image Curves at Multiple Scales” | D. Lowe | ||
| 1988 | “Representing Oriented Piecewise C2 Surfaces” | V. Nalwa | ||
| 1988 | “The Motion Coherence Theory” | A. Yuille, N. Grzywacz | ||
| 1987 | “A ‘Complexity Level’ Analysis of Immediate Vision” | J. Tsotsos | ||
| 1987 | “Snakes: Active Contour Models” | M. Kass, A. Witkin, D. Terzopoulos | ||
| 1987 | “Active Vision” | Y. Aloimonos, I. Weiss |
The ECCV best paper award is picked by a committee delegated by the program chairs of the conference. It recognizes the very best work appearing at the conference.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2022 | “On the Versatile Uses of Partial Distance Correlation in Deep Learning” | X. Zhen, Z. Meng, R. Chakraborty, V. Singh | ||
| 2020 | “RAFT: Recurrent All-Pairs Field Transforms for Optical Flow” | Z. Teed, J. Deng | ||
| 2018 | “Implicit 3D Orientation Learning for 6D Object Detection from RGB Images” | M. Sundermeyer, Z. Marton, M. Durner, M. Brucker, and R. Triebel | ||
| 2016 | “Real-Time 3D Reconstruction and 6-DoF Tracking with an Event Camera” | H. Kim, S. Leutenegger, A. J. Davison | ||
| 2014 | “Large-Scale Object Classification using Label Relation Graphs” | J. Deng, N. Ding, Y. Jia, A. Frome, K. Murphy, S. Bengio, Y. Li, H. Neven, H. Adam | ||
| 2014 | “Scene Chronology” | K. Matzen, N. Snavely | ||
| 2012 | “Segmentation Propagation in ImageNet” | D. Kuettel, M. Guillaumin, V. Ferrari | ||
| 2010 | “Graph Cut based Inference with Co-occurrence Statistics” | L. Laticky, C. Russell, P. Kohli, P. H. S. Torr | ||
| 2008 | “Learning Spatial Context: Using Stuff to Find Things” | G. Heitz, D. Koller | ||
| 2006 | “Learning to Combine Bottom-up and Top-down Segmentation” | A. Levin, Y. Weiss | ||
| 2004 | “High Accuracy Optical Flow Estimation Based on a Theory for Warping” | T. Brox, A. Bruhn, N. Papenberg, and J. Weickert | ||
| 2002 | “Increasing Space-Time Resolution in Video” | E. Shechtman, Y. Caspi and M. Irani | ||
| 2002 | “3D Statistical Shape Models Using Direct Optimisation of Description Length” | R. Davies, C. Twining, T. Cootes, J. Waterton and C. Taylor | ||
| 2002 | “Multi-camera Scene Reconstruction via Graph Cuts” and “What Energy Functions can be Minimized via Graph Cuts?” | V. Kolmogorov and R. Zabih | ||
| 2002 | “A variational Approach to Recovering a Manifold from Sample Points” | J. Gomes and A. Mojsilovic | ||
| 2002 | “Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary” (Best Paper in Cognitive Vision) | P. Duygulu, K. Barnard, N. de Freitas and D. Forsyth | ||
| 2000 | “Factorization with Uncertainty” | M. Irani and P. Anandan | ||
| 2000 | “Nonlinear Bayesian Image Modeling” | J. Winn and C. Bishop | ||
| 2000 | “Homography Tensors: On Algebraic Entities That Represent Three Views of Static or Moving Planar Points” | A. Shashua and L. Wolf | ||
| 2000 | “A Minimal Set of Constraints for the Trifocal Tensor” | Nikos Canterakis | ||
| 1998 | “Active Appearance Models” | T. F. Cootes, G. J. Edwards, and C. J. Taylor | ||
| 1998 | “What Shadows Reveal about Object Structure” | D. Kriegman, P. Belhumeur | ||
| 1996 | “Contour tracking by stochastic propagation of conditional density” | M. Isard and A. Blake | ||
| 1996 | “Geometric saliency of curve correspondences and grouping of symmetric contours” | T. J. Cham and R. Cipolla | ||
| 1992 | “Surface orientation and time to contact from image divergence and deformation” | R. Cipolla and A. Blake |
The ECCV best paper honorable mention award is picked by a committee delegated by the program chairs of the conference. It recognizes outstanding work appearing at the conference.
| Year | Paper | Author | Code | Demo |
|---|---|---|---|---|
| 2022 | “Pose-NDF: Modelling Human Pose Manifolds with Neural Distance Fields” | G. Tiwari, D. Antic, J. Lenssen, N. Sarafianos, T. Tung, G. Pons-Moll | ||
| 2022 | “A Level Set Theory for Neural Implicit Evolution under Explicit Flows” | I. Mehta, M. Chandraker, R. Ramamoorthi | ||
| 2020 | “Towards Streaming Perception” | M. Li, Y.-X. Wang, D. Ramanan | ||
| 2020 | “NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis” | B. Mildenhall, P. Srinivasan, M. Tancik, J. Barron, R. Ramamoorthi, R. Ng | ||
| 2018 | “Group Normalization” | Y. Wu and K. He | ||
| 2018 | “GANimation: Anatomically-aware Facial Animation from a Single Image” | A. Pumarola, A. Agudo, A. M. Martinez, A. Sanfeliu, and F. Moreno-Noguer | ||
| 2016 | “The Fast Bilateral Solver” | J. Barron, B. Poole | ||
| 2012 | “Activity Forecasting” | K. Kitani, B. D. Ziebart, J. Bagnell, M. Hebert | ||
| 2010 | “Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics” | A. Gupta, A. Efros, M. Hebert | ||
| 2006 | “Confocal Stereo” | S. W. Hasinoff, K. N. Kutulakos | ||
| 2006 | “Simultaneous Object Pose and Velocity Computation Using a Single View from a Rolling Shutter Camera” | O. Ait-Aider, N. Andreff, J. M. Lavest, P. Martinet | ||
| 2004 | “A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation” | R. Vidal, Y. Ma |