Sarthak Upadhyay

Monocular reconstruction of vehicles: Combining SLAM with shape priors

Reasoning about objects in images and videos using 3D representations is re-emerging as a popular paradigm in computer vision. Specifically, in the context of scene understanding for roads, 3D vehicle detection and tracking from monocular videos still needs a lot of attention to enable practical app