Louis Kratz

  




My research interests include Computer Vision and Machine Learning, specifically with respect to video analysis.

Teaching/TA

CS 283

Publications

Journal


Ko Nishino, Louis Kratz, and Stephen Lombardi,
"Bayesian Defogging," to appear in International Journal of Computer Vision, 2011.

L. Kratz and K. Nishino,
Tracking Pedestrians using Local Spatio-Temporal Motion Patterns in Extremely Crowded Scenes," to appear in IEEE Trans. on Pattern Analysis and Machine Intelligence, 2011.

Conference Proceedings

L. Kratz and K. Nishino,
"Tracking with Local Spatio-Temporal Motion Patterns in Extremely Crowded Scenes," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition CVPR '10, June, 2010.

L. Kratz and K. Nishino,
"Factorizing Scene Albedo and Depth from a Single Foggy Image," in Proc. of IEEE Twelfth International Conference on Computer Vision ICCV'09, pp1701--1708, Oct., 2009.

L. Kratz and K. Nishino,
"Anomaly Detection in Extremely Crowded Scenes Using Spatio-Temporal Motion Pattern Models," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition CVPR '09, June, 2009.

L. Kratz and K. Nishino,
"Spatio-Temporal Motion Pattern Modeling of Extremely Crowded Scenes," The 1st International Workshop on Machine Learning for Vision-based Motion Analysis - MLVMA'08, October, 2008. [external]

Book Chapters

Louis Kratz and Ko Nishino.
"Spatio-Temporal Motion Pattern Models of Extremely Crowded Scenes" L. Wang, G. Zhao, L. Cheng, and M. Pietikainen, editors. In Machine Learning for Vision-Based Motion Analysis. Springer, 2011.

Contact

Department of Computer Science
Drexel University
3141 Chestnut Street,
Philadelphia, PA 19104
e-mail: lak24drexel dot edu