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I am a research scientist in the College of Computing at the Georgia Institute of Technology. I work with Professor Jim Rehg.

Papers

Conference Papers

Learning a Rare Event Detection Cascade by Direct Feature Selection (with color)
Jianxin Wu, James Rehg, Matthew Mullin
Proceedings of Neural Information Processing Systems 16 (2003)

Learning a Rare Event Detection Cascade by Direct Feature Selection
Jianxin Wu, James Rehg, Matthew Mullin
Workshop on Statistical and Computational Theories of Vision 2003 (part of ICCV2003)

Smarter Presentations: Exploiting Homography in Camera-Projector Systems
Rahul Sukthankar, Robert Stockton, Matthew Mullin
Proceedings of the International Conference on Computer Vision 2001

Self-Calibrating Camera-Assisted Presentation Interface
Rahul Sukthankar, Robert Stockton, Matthew Mullin
Proceedings of the International Conference on Control, Automation, Robotics and Computer Vision 2000

Automatic Keystone Correction for Camera-assisted Presentation Interfaces
Rahul Sukthankar, Robert Stockton, Matthew Mullin
Proceedings of the International Conference on Multimedia Interfaces 2000

Complete Cross-Validation for Nearest Neighbor Classifiers
Matthew Mullin, Rahul Sukthankar
Proceedings of the International Conference on Machine Learning 2000

Memory-based Face Recognition for Visitor Identification
Terence Sim, Rahul Sukthankar, Matthew Mullin, Shumeet Baluja
Proceedings of the International Conference on Automatic Face and Gesture Recognition 2000

Journal Papers

Groups with anti-symmetric mappings
Joseph Gallian, Matthew Mullin
Archiv der Mathematik, 65(4):273-280, 1995.

Technical reports

Learning a Rare Event Detection Cascade by Direct Feature Selection (abstract)
Jianxin Wu, James Rehg, Matthew Mullin
GVU Tech report GIT-GVU-03-16

High-Performance Memory-based Face Recognition for Visitor Identification
Terence Sim, Rahul Sukthankar, Matthew Mullin, Shumeet Baluja
Justsystem Pittsburgh Research Center Technical Report

An Efficient Technique for Calculating Exact Nearest-Neighbor Classification Accuracy
Matthew Mullin, Rahul Sukthankar
Justsystem Pittsburgh Research Center Technical Report

Posters/Workshops

Cascade Structured Classifier for Asymmetric Dataset and/or Loss Function (1.3M, 56x36 inches)
Jianxin Wu, Matthew Mullin, James Rehg
Snowbird Workshop on Learning 2004

Simultaneous Feature Selection and Ensemble Classifier Design (2.3M, 72x43 inches)
Jianxin Wu, James Rehg, Matthew Mullin
Snowbird Workshop on Learning 2003

Estimating the Number of Local Minima in Complex Search Spaces
Rich Caruana, Matthew Mullin
International Joint Conference on Artificial Intelligence Workshop on Optimization 1999