The Signals, Information and Data area concerns the representation, processing, analysis, and communication of information embedded in signals and datasets arising in a wide range of application areas, including audio, video, images, communications, and biology. Research interests include the development of models, algorithms and analyses for sensing, detection and estimation, statistical and machine learning, and the recognition, organization and understanding of the information content of signals and data.

Shih-Fu Chang
Professor

Research areas:  Multimedia search and retrieval, image and video analysis, mobile and augmented media, large-scale high-dimensional indexing, signal processing, computer vision, and machine learning.

John Paisley
Associate Professor

Research areas:  Statistical Machine Learning, Probabilistic Models.

Xiaodong Wang
Professor

John Wright
Associate Professor

Centers and Projects

View All Centers and Projects