ICCV Paper Awards
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.
Past Awardees
Best Paper (Marr Prize)
| 2023 | “Passive Ultra-Wideband Single-Photon Imaging” | M. Wei, S. Nousias, R. Gulve, D. Lindell, K. Kutulakos |
| 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 |
Best Student Paper
| 2023 | “Tracking Everything Everywhere All at Once” | Q. Wang, Y.-. Chang, R. Cai, Z. Li, B. Hariharan, A. Holynski, N. Snavely |
| 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 |
ICCV Best Paper Honorable Mention Award
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.
| 2023 | “Segment Anything” | A. Kirillov, E. Mintun, N. Ravi, H. Mao, C. Rolland, L. Gustafson, T. Xiao, S. Whitehead, A. C. Berg, W.-Y. Lo, P. Dollar, R. 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 |