Shubao Liu

I am currently a 5th year PhD student in the computer vision group at LEMS lab, Brown University. My research interests include multi-view stereo (or inverse ray tracing in my words) and scene understanding (or scene graph parsing), using statistical methods including Markov random fields, statistical learning and inference, and optimization. Philosophically, I take computer vision as an inverse problem, and I tackle all the problems in this perspective. And from my experience, this approach seems very general and promising. For example, the 3D reconstruction problem is taken as an inverse problem of image rendering. Along this philosophical direction, we have developed the inverse ray tracing technique to reconstruct the 3D scenes (and also the background) from multiple images. Similarly, we take the image understanding problem as inversing the scene graph composition problem, that is, the scene graph parsing problem. Take a look at the research page for more details. Besides resea