5月18日（周二）下午2:30，美国马萨诸塞大学的C.H.Chen教授将在玉泉校区教三441进行学术报告，欢迎各位老师和同学们参加。

 

Both signal processing and image processing are playing increasingly important roles in modern technologies. As most data from satellites are in image form, image processing has been used most often, whereas signal processing contributes significantly in extracting information from the waveforms or time series data. To address the unique problems of synthetic aperture radar (SAR) or hyperspectral images is still a challenging task. In this talk, I will emphasize on signal and information processing and pattern recognition, with specific topics briefly described in the outline.

 

Part 1: Principle Component Analysis (PCA), Independent Component Analysis (ICA) and Related Transforms

Part 2: Change Detection for SAR Imagery

Part 3a: The Classification Problems

Part 3b: The Classification Problems Continued

Part 4: Contextual Classification in Remote Sensing

Part 5: Other Topics

 

Prof. Chi Hau Chen received Ph.D. in electrical engineering from Purdue University in 1965. He is currently chancellor professor of electrical and computer engineering at the University of Massachusetts, Dartmouth, where he has taught since 1968. His research areas are in statistical pattern recognition and signal /image processing with applications to remote sensing, geophysical, underwater acoustics, and nondestructive testing problems, as well as computer vision for video surveillance, time series analysis, and neural networks.

 

 

Prof. Chen has published 23 books in his area of research. He is the editor of Digital Waveform Processing and Recognition (CRC Press, 1982) and Signal Processing Handbook (Marcel Dekker, 1988). He is the chief editor of Information Processing for Remote Sensing and Frontiers of Remote Sensing Information Processing (World Scientific Publishing, 1999 and 2003, respectively).

 

He served as the associate editor of the IEEE Transactions on Acoustics Speech and Signal Processing for 4 years, IEEE Transactions on Geoscience and Remote Sensing for 15 years, and since 1986 he has been the associate editor of the International Journal of Pattern Recognition and Artificial Intelligence.

 

Prof. Chen is a Life Fellow (2003) of the IEEE, Fellow (1988) of the IEEE, Fellow (1996) of the International Association of Pattern Recognition (IAPR).