Jinman Kang 's Homepage

PHE 220, MC-0273 Institute for Robotics and Intelligent Systems (IRIS) University of Southern California Los Angeles, CA, 90089-0273, USA Tel : 213 - 740 - 6435 Fax : 213 - 740 - 7877

jinmanka@iris.usc.edu

[Education] [Research] [Project] [Publications] [Resume] [Links] [Courses]

Education

Ph.D. Computer Science Department, University of Southern California ( 2002 ~ )

MS, Computer Science Department, University of Southern California , 2002

BS, Information Engineering Department, Korea University ,1999

Research

My research interests are focused on Computer Vision and Image Processing. I have worked on three key elements of the video-based activity analysis in various types of camera configuration. The three aspects are detection, tracking, and multiple view integration. I have developed new methods for continuous tracking of multiple moving objects observed by various kinds of cameras such as multiple stationary, multiple heterogeneous, unsynchronized or multiple non-overlapping cameras.

My advisor is Professor Gérard Medioni and Isaac Cohen.

Here is a list of my previous research topics and on going research topics. (The optimal screen size is 1280 * 1024)

• Continuous Multiple-Objects Tracking using Tensor Voting

Project

• Video Analysis and Content Extraction. (An ARDA project)

Publications

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "Continuous Multi-Views Tracking using Tensor Voting", Proceedings of the IEEE Workshop on Motion and Video Computing, pp. 181-186, Orlando, Florida, 5-6 December, 2002.

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "Continuous Tracking Within and Across Camera Streams", Proceedings of the IEEE Computer Vision and Pattern Recognition, Vol. 1, pp. 267-272, Madison, Wisconsin, 18-20 June, 2003.

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "Multi-Views Tracking Within and Across Uncalibrated Camera Streams", Proceedings of the ACM SIGMM 2003 Workshop on Video Surveillance, 2003.

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "Soccer Player Tracking across Uncalibrated Camera Streams", Proceedings of the 5th IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS'03) in conjunction with ICCV, Nice, France, October, 2003.

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "TRACKING PEOPLE IN CROWDED SCENES ACROSS MULTIPLE CAMERAS", Proceedings of the Asian Conference on Computer Vision (ACCV), Jeju Island, Korea, January, 2004 --- Selected for a special issue of International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI).

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "Tracking Objects from Multiple Stationary and Moving Cameras", Proceedings of the IEE Intelligent Distributed Surveillance System (IDSS04), London, Feb., 2004.

• Jinman Kang, Isaac Cohen, and Gérard Medioni, "Object Reacquisition Using Invariant Appearance Model", Proceedings of the 17th International Conference on Pattern Recognition (ICPR04), Cambridge, United Kingdom, August, 2004.

• Fengjun Lv, Jinman Kang, Ram Nevatia, Isaac Cohen, and Gérard Medioni, "Automatic Tracking and Labeling of Human Activities in a Video Sequence", Proceedings of the 6th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS04), Prague, Czech Republic, May, 2004.

• Jinman Kang, Kalpitkumar Gajera, Isaac Cohen, and Gérard Medioni, "Detection and Tracking of Moving Objects from Overlapping EO and IR Sensors", Proceedings of the Joint IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum (OTCBVS'04), Washington, DC, July, 2004.

Resume

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Links

• CV Online: Compendium of Computer Vision

• IEEE Library Online

• NEC Research Index

• Open CV Library

• Computer Vision Bibliography

• The Rosenfeld Bibliography

Courses