Computational Photography explores the design space at the interaction of optics, sensing, and computation. I’ll review my favorite research projects within this area, most of them by other people, and a few that I was involved with. These projects involve modifications to the camera lens, aperture, shutter, light source or image sensor. By designing algorithms appropriate for each camera modification, novel image capture or manipulation capabilities can be achieved.