*Project Title* A comparative study of shape descriptors. *Project Description* In pattern recognition and related areas, shape is an important characteristic to identify and distinguish objects. This project will involve the following tasks: * Implementing a set of image descriptors based on object shape information; * Comparing these descriptors in terms of common measures like precision and recall; * Code documentation. *Language/technology skills* C language. *Number of People* 1-2 *Project Resources* 1. D. Zhang and G. Lu, Review of Shape Representation and Description, Pattern Recognition, 37, 1, 1--19, Jan, 2004. 2. S. Loncaric, A Survey of Shape Analysis Techniques, Pattern Recognition, 31,8,983--1190, Aug, 1998. 3. Maytham Safar, Cyrus Shahabi and Xiaoming Sun, Image Retrieval by Shape: A Comparative Study, IEEE International Conference on Multimedia and Expo (I), 141--144, 2000. 4. MPEG-7 shape descriptors M. Bober, MPEG-7 Visual Shape Descriptors, IEEE Transactions on Circuits and Systems for Video Technology, 2001, 11, 6, 716--719,June.