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Liang Zhao
PhD Student

No longer a member of RI.

Jump to: Research interests | Keywords | Additional Interests and Responsibilities | Labs & Groups | Projects | Publications

Research interests

My research interests are in the areas of computer vision, mobile robot navigation, and human-computer interaction. I am working on statistical human shape modeling, human detection and body part identification. One of the applications of my work is to give drivers early warning of potential collision with detected pedestrians. Other applications include smart human-computer communication and the visual surveillance.

Research interest keywords

computer vision, human-computer interaction, image processing, mobile robots, object recognition, and stereo vision

Additional Interests and Responsibilities

I am maintaining the CMU/VASC Image Database.

Past Labs & Groups

NavLab - Autonomous Vehicles and Driver Assistance

Past Projects

Side Collision Warning System for Transit Buses - To develop a warning system which helps a driver of a transit bus to avoid side collisions with pedestrians, other vehicles, or stationary objects.

Publications

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Dressed Human Modeling, Detection, and Parts Localization
  L. Zhao
  doctoral dissertation, tech. report CMU-RI-TR-01-19, Robotics Institute, Carnegie Mellon University, July, 2001. [Abstract]
  Download: pdf [2031 KB], ps.gz [2467 KB] copyrighted

• Stereo and Neural Network-based Pedestrian Detection
  L. Zhao and C. Thorpe
  IEEE Transactions on Intelligent Transportation Systems, Vol. 1, No. 3, September, 2000, pp. 148 -154. [Abstract]
  Download: pdf [165 KB] copyrighted

• Recursive Context Reasoning for Human Detection and Part Identification
  L. Zhao and C. Thorpe
  IEEE Workshop on Human Modeling, Analysis, and Synthesis, June, 2000. [Abstract]
  Download: pdf [296 KB], ps.gz [170 KB] copyrighted

• Stereo and Neural Network-based Pedestrian Detection
  L. Zhao and C. Thorpe
  Proc. 1999 Int'l Conf. on Intelligent Transportation Systems, October, 1999, pp. 298-303. [Abstract]
  Download: pdf [311 KB], ps.gz [327 KB] copyrighted

• Qualitative and Quantitative Car Tracking from a Range Image Sequence
  L. Zhao and C. Thorpe
  Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, June, 1998, pp. 496-501. [Abstract]
  Download: pdf [227 KB], ps.gz [91 KB] copyrighted