Imaging is critical to intelligent activity in various sectors of the economy. To enable and simplify the impossible and difficult visual tasks, progress is necessary from image sensors to image understanding. By advancing the former via electronic engineering and the latter via computer science, Dr. Joseph's lab pursues excellence in imaging science and technology (IS&T), a multi-disciplinary research area, through the lens of computer engineering.