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
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