METHOD FOR INITIALIZING AND SOLVING THE LOCAL GEOMETRY OR SURFACE NORMALS OF SURFELS USING IMAGES IN A PARALLELIZABLE ARCHITECTURE

摘要

A system and method is described herein for solving for surface normals of objects in the scene observed in a video stream. The system and method may include sampling the video stream to generate a set of keyframes; generating hypothesis surface normals for a set of mappoints in each of the keyframes; warping patches of corresponding mappoints in a first keyframe to the viewpoint of a second keyframe with a warping matrix computed from each of the hypothesis surface normals; scoring warping errors between each hypothesis surface normal in the two keyframes; and discarding hypothesis surface normals with high warping errors between the first and second keyframes.