CVPR Longuet-Higgins Prize
The Longuet-Higgins Prize is an award given annually by the TCPAMI at the Conference on Computer Vision and Pattern Recognition (CVPR) for fundamental contributions in computer vision. The award recognizes CVPR papers from ten years ago with significant impact on computer vision research. The prize is named after theoretical chemist and cognitive scientist H. Christopher Longuet-Higgins.
Winners are decided by a committee appointed by the TCPAMI Awards Committee.
Awarded at CVPR 2018
- Pedro Felzenszwalb, David McAllester, Deva Ramanan. "A Discriminatively Trained, Multiscale, Deformable Part Model," CVPR 2008
Awarded at CVPR 2017
- James Philbin, Ondrej Chum, Michael Isard, Josef Sivic, Andrew Zisserman. "Object Retrieval with Large Vocabularies and Fast Spatial Matching," CVPR 2007
Awarded at CVPR 2016
- Svetlana Lazebnik, Cordelia Schmid, and Jean Ponce. "Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories," CVPR 2006
- David Nistér and Henrik Stewénius. "Scalable Recognition with a Vocabulary Tree,” CVPR 2006
Awarded at CVPR 2015
- Navneet Dalal and Bill Triggs. "Histograms of oriented gradients for human detection," CVPR 2005
- Antoni Buades, Bartomeu Coll, and Jean-Michel Morel. "A non-local algorithm for image denoising," CVPR 2005
Awarded at CVPR 2014
- Krystian Mikolajczyk and Cordelia Schmid. "A performance evaluation of local descriptors," CVPR 2003
Awarded at CVPR 2013
- Rob Fergus, Pietro Perona, and Andrew Zisserman, "Object Class Recognition by Unsupervised Scale-Invariant Learning", CVPR 2003.
Awarded at CVPR 2011
- Paul A. Viola and Michael J. Jones, "Rapid Object Detection using a Boosted Cascade of Simple Features", CVPR 2001.
Awarded at CVPR 2010
- Pedro F. Felzenszwalb and Daniel P. Huttenlocher, "Efficient Matching of Pictorial Structures", CVPR 2000.
- Dorin Comaniciu, Visvanathan Ramesh, and Peter Meer, "Real-Time Tracking of Non-Rigid Objects Using Mean Shift", CVPR 2000.
Awarded at CVPR 2009
- Jinggang Huang, David Mumford, "Statistics of Natural Images and Models", CVPR 1999.
- Chris Stauffer, W.E.L. Grimson, "Adaptive Background Mixture Models for Real-Time Tracking", CVPR 1999.
Awarded at CVPR 2008
- H. Schneiderman and Takeo Kanade, "Probabilistic modeling of local appearance and spatial relationships for object recognition", CVPR 1998.
- C. Bregler and J. Malik, "Tracking people with twists and exponential maps", CVPR 1998.
Awarded at CVPR 2007
- J. Shi and J. Malik, "Normalized Cuts and Image Segmentation", CVPR 1997.
- E. Osuna, R. Freund, and F. Girosi, "Training Support Vector Machines: An Application to Face Detection", CVPR 1997.
Awarded at CVPR 2006
- H. Rowley, S. Baluja and Takeo Kanade, "Neural Network-Based Face Detection", CVPR 1996.
- Cordelia Schmid and Roger Mohr, "Combining greyvalue invariants with local constraints for object recognition", CVPR 1996.
Awarded at CVPR 2005
- David Mumford and Jayant Shah, "Boundary detection by minimizing functionals", CVPR 1985, pages 22–26.
- Ted Adelson and John Wang, "Layered representation for motion analysis", CVPR 1993, pages 361–366.