CS Department Seminar: Prof. Li Zhang, University of Wisconsin-Madison
October 21, 2013
Title: Small Image Sensors and Big Visual Data
Date: October 21, 2013 at 2:00pm
Location: Babbio Center 221
This talk will discuss small image sensor designs and big visual data parsing and their applications. We live in a technology world in which cameras are shrinking in size and photos and videos are exploding in quantity. My research has been dealing with technical challenges in both areas. I will show a single-chip design for compressive sensing of high-speed high-dynamic-range videos. The design has the potential benefit of achieving nearly 100% light throughput and uses reduced sampling rate to reduce power consumption. I will show how to enhance low light performance and remove hand shaking in video capture using a portable array of small cameras. I will show a nonparametric approach to the image parsing problem applied to street view images and human face images; that is, classify each pixel into sky, road, building, eye brows, lips, etc, given an input image. The potential applications of image parsing include touchpad-based face image retrieval and privacy protection in video surveillance.
Li Zhang is an Assistant Professor in the Computer Sciences Department at the University of Wisconsin. His research is in the areas of computer vision and graphics. He received his B.E. in Automation at Tsinghua University, P. R. China, and his PhD in Computer Science and Engineering at the University of Washington. He worked at Columbia University as a postdoctoral research scientist, before he joined the faculty at the University of Wisconsin in July 2007. He is a recipient of a NSF CAREER Award, a Sloan Research Fellowship, and a Packard Fellowship for Science and Engineering. http://pages.cs.wisc.edu/~lizhang/