Incremental Learning for Robust Visual Tracking
David Ross, Jongwoo Lim, Ruei-Sung Lin, and Ming-Hsuan Yang International Journal of Computer Vision (IJCV),
vol. 77, no. 1-3, pp. 125-141, 2008. [PDF]MATLAB code and data set
Visual Tracking and Recognition Using Probabilistic Appearance
Manifolds
Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, and David Kriegman Computer Vision and Image Understanding (CVIU),
vol. 99, no. 3, pp. 303-331, 2005. [PDF]Data set
Extraction of 2D Motion Trajectories and Its Application to
Hand Gesture Recognition
Ming-Hsuan Yang, Narendra Ahuja, and Mark Tabb IEEE Transactions on Pattern Analysis and
Machine Intelligence (PAMI), vol. 24, no. 8, pp. 1061-1074, 2002. [PDF]
Learning Gender with Support Faces
Baback Moghaddam and Ming-Hsuan Yang IEEE Transactions on Pattern Analysis and
Machine Intelligence (PAMI), vol. 24, no. 5, pp. 707-711, 2002. [PDF]
Detecting Faces in Images: A Survey
Ming-Hsuan Yang, David Kriegman, and Narendra Ahuja IEEE Transactions on Pattern Analysis and
Machine Intelligence (PAMI), vol. 24, no. 1, pp. 34-58, 2002. [PDF]
Learning to Recognize Objects
Dan Roth, Ming-Hsuan Yang, and Narendra Ahuja Neural Computation, vol. 14, no. 5, pp. 1071-1104, 2002.
[PDF]
Face Detection Using Multimodal Density Models
Ming-Hsuan Yang, David Kriegman, and Narendra Ahuja Computer Vision and Image Understanding (CVIU),
vol. 84, no. 2, pp. 264-284, 2001.
[PDF]
Selected Conference Papers
Higher Dimensional Affine Registration and Vision Applications
Jeffrey Ho and Ming-Hsuan Yang
to appear in the Tenth European Conference on Computer Vision (ECCV
2008),
Marseille, France,
October, 2008.
[PDF]
Online Sparse Matrix Gaussian Process Regression and Vision
Applications
Ananth Ranganathan and Ming-Hsuan Yang
to appear in the Tenth European Conference on Computer Vision (ECCV
2008),
Marseille, France,
October, 2008.
[PDF]
Visual Tracking with Histograms and Articulating Blocks
S. M. Shshed Nejhum, Jeffrey Ho, and Ming-Hsuan Yang Proceedings of the 2008 IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 2008),
Anchorage, June, 2008. [PDF]Video
Fast Human Pose Estimation Using Appearance and Motion via
Multi-Dimensional Boosting Regression
Alessandro Bissacco, Ming-Hsuan Yang, and Stefano Soatto Proceedings of the 2007 IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 2007),
Minneapolis, June, 2007. [PDF]
Detecting Humans via Their Pose
Alessandro Bissacco, Ming-Hsuan Yang, and Stefano Soatto Advances in Neural Information Processing Systems 19
(NIPS 2006),
B. Scholkopf, J. Platt, and T. Hofmann (eds),
MIT Press, 2007. [PDF]
Integrating Surface Normal Vectors Using Fast Marching Method
Jeffrey Ho, Jongwoo Lim, Ming-Hsuan Yang, and David Kriegman Proceedings of the Ninth European Conference on Computer Vision (ECCV
2006),
vol. 2, pp. 245-256,
Graz, Austria,
May, 2006. [PDF]
Monocular Tracking of 3D Human Motion with a Coordinated Mixture of
Factor Analyzers
Rui Li, Ming-Hsuan Yang, Stan Sclaroff, and Tai-Peng Tian Proceedings of the Ninth European Conference on Computer Vision (ECCV
2006),
vol. 2, pp. 137-150,
Graz, Austria,
May, 2006. [PDF]
Learning Nonlinear Manifolds from Time Series
Ruei-Sung Lin, Che-Bin Liu, Ming-Hsuan Yang, Narendra Ahuja, and
Steven Levinson Proceedings of the Ninth European Conference on Computer Vision (ECCV
2006),
vol. 3, pp. 239-250,
Graz, Austria,
May, 2006. [PDF]
Passive Photometric Stereo from Motion
Jongwoo Lim, Jeffrey Ho, Ming-Hsuan Yang, and David Kriegman Proceedings of the 2005 IEEE International Conference on Computer Vision
(ICCV 2005),
vol. 2, pp. 1635-1642,
Beijing, China,
October, 2005. [PDF]
A Direct Method for Modeling Non-Rigid Motion with Thin Plate
Spline
Jongwoo Lim and Ming-Hsuan Yang Proceedings of the 2005 IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 2005),
vol. 1, pp. 1196-1202,
San Diego, June, 2005. [PDF]
Learning to Estimate Human Pose with Data Driven Belief Propagation
Gang Hua, Ming-Hsuan Yang, and Ying Wu Proceedings of the 2005 IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 2005),
vol. 2, pp. 747-754,
San Diego, June, 2005. [PDF]
Incremental Learning for Visual Tracking
Jongwoo Lim, David Ross, Ruei-Sung Lin, and Ming-Hsuan Yang Advances in Neural Information Processing Systems 17
(NIPS 2004),
L. Saul, Y. Weiss, and L. Bottou (eds),
pp. 793-800,
MIT Press, 2005. [PDF]MATLAB code and data set
Adaptive Discriminative Generative Model and Its Applications
Ruei-Sung Lin, David Ross, Jongwoo Lim, and Ming-Hsuan Yang
Advances in Neural Information Processing Systems 17
(NIPS 2004),
L. Saul, Y. Weiss, and L. Bottou (eds),
pp. 801-808,
MIT Press, 2005. [PDF]
Visual Tracking Using Learned Subspaces
Jeffrey Ho, Kuang-Chih Lee, Ming-Hsuan Yang, and David Kriegman Proceedings of the 2004 IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 2004),
vol. 1, pp. 782-789,
Washington, D. C., June, 2004. [PDF]
Multiple View Feature Descriptors from Image Sequences via Kernel
Principal Component Analysis
Jason Meltzer, Ming-Hsuan Yang, Rakesh Gupta, and Stefano Soatto Proceedings of the Eighth
European Conference on Computer Vision (ECCV 2004),
vol. 1, pp. 215-227,
Prague, Czech Republic, May, 2004. [PDF]
Image Clustering with Metric, Local Linear Structure and Affine
Symmetry
Jongwoo Lim, Jeffrey Ho, Ming-Hsuan Yang, Kuang-Chih Lee, and David
Kriegman Proceedings of the Eighth
European Conference on Computer Vision (ECCV 2004),
vol. 1, pp. 456-468,
Prague, Czech Republic, May, 2004. [PDF]
Adaptive Probabilistic Visual Tracking with Incremental Subspace
Update
David Ross, Jongwoo Lim, and Ming-Hsuan Yang
Proceedings of the Eighth
European Conference on Computer Vision (ECCV 2004),
vol. 2, pp. 470-482,
Prague, Czech Republic, May, 2004. [PDF]
Clustering Appearance of Objects Under Varying Illumination
Conditions
Jeffrey Ho, Ming-Hsuan Yang, Jongwoo Lim, Kuang-Chih Lee, and David
Kriegman Proceedings of the 2003 IEEE Conference on Computer Vision and Pattern
Recognition (CVPR 2003),
vol. 1, pp. 11-18, Madison, June, 2003. [PDF]
Video-Based Face Recognition Using Probabilistic
Appearance Manifolds
Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, and David Kriegman Proceedings of the 2003 IEEE Conference on Computer Vision and Pattern
Recognition (CVPR 2003),
vol. 1, pp. 313-320, Madison, June, 2003. [PDF]Data set
Extended Isomap for Pattern Classification
Ming-Hsuan Yang Proceedings of the Eighteenth National Conference on Artificial
Intelligence (AAAI 2002), pp. 224-229, Edmonton, Canada, July, 2002. [PDF]
A Tale of Two Classifiers: SNoW vs. SVM in Visual
Recognition
Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja Proceedings of the Seventh
European Conference on Computer Vision (ECCV 2002),
Lecture Notes in Computer Science vol. 2353, pp. 685-699, Springer Verlag
Copenhagen, Denmark, May, 2002. [PDF]
Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using
Kernel Methods
Ming-Hsuan Yang Proceedings of the Fifth International Conference on Automatic Face and
Gesture Recognition (FG 2002), pp. 215-220,
Washington D. C., May, 2002. [PDF]
Face Recognition Using Kernel Methods
Ming-Hsuan Yang Advances in Neural Information Processing Systems 14 (NIPS 2001)
, T. G. Dietterich, S. Becker and Z. Ghahramani (eds),
pp. 215-220,
MIT Press, 2002.
[PDF]
Sex with Support Vector Machines
Baback Moghaddam and Ming-Hsuan Yang Advances in Neural Information Processing Systems 13
(NIPS 2000),
T. K. Leen, T. G. Dietterich and V. Tresp (eds),
pp. 960-966, MIT Press, 2001. [PDF]
Learning to Recognize 3D Objects With SNoW
Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja Proceedings of the Sixth European Conference on Computer Vision (ECCV
2000) ,
vol. 1, pp. 439-454, Dublin,
Ireland, June,
2000. [PDF]
A Geometric Approach to Train Support Vector
Machines
Ming-Hsuan Yang and Narendra Ahuja Proceedings of the 2000 IEEE
Conference on Computer Vision and Pattern Recognition (CVPR 2000),
vol. 1, pp. 430-437,
Hilton Head Island, June, 2000. [PDF]
Learning to Recognize Objects
Dan Roth, Ming-Hsuan Yang, and Narendra Ahuja Proceedings of the 2000 IEEE
Conference on Computer Vision and Pattern Recognition (CVPR 2000),
vol. 1, pp. 724-731,
Hilton Head Island, June, 2000. [PDF]
Face Detection Using Mixtures of Linear Subspaces
Ming-Hsuan Yang, Narendra Ahuja, and David Kriegman Proceedings of the Fourth IEEE International Conference on Automatic
Face and Gesture Recognition (FG 2000), pp. 70-76,
Grenoble, France, March, 2000. [PDF]
Gender Classification with Support Vector Machines
Baback Moghaddam and Ming-Hsuan Yang Proceedings of the Fourth IEEE International Conference on Automatic
Face and Gesture Recognition (FG 2000), pp. 306-311,
Grenoble, France, March, 2000. [PDF]
A SNoW-Based Face Detector
Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja Advances in Neural Information Processing Systems 12
(NIPS 1999), S. A. Solla, T.K. Leen and K.-R. Muller (eds),
pp. 855-861, MIT Press, 2000. [PDF]
Recognizing Hand Gestures Using Motion Trajectories
Ming-Hsuan Yang and Narendra Ahuja Proceedings of the 1999 IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 1999),
vol. 1, pp. 466-472,
Fort Collins, June, 1999. [PDF]
Extraction and Classification of Visual Motion Patterns for
Hand Gesture Recognition
Ming-Hsuan Yang and Narendra Ahuja Proceedings of the 1998
IEEE Conference on Computer Vision and Pattern Recognition
(CVPR 1998), pp. 892-897, Santa Barbara, June, 1998. [PDF]
Extracting Gestural Motion Trajectory
Ming-Hsuan Yang and Narendra Ahuja Proceedings of the Third IEEE International Conference on
Automatic Face and Gesture Recognition (FG 1998),
pp. 10-15, Nara,
Japan, April, 1998. [PDF]