1 research outputs found
Multi-View Inpainting for RGB-D Sequence
In this work we propose a novel approach to remove undesired objects from
RGB-D sequences captured with freely moving cameras, which enables static 3D
reconstruction. Our method jointly uses existing information from multiple
frames as well as generates new one via inpainting techniques. We use balanced
rules to select source frames; local homography based image warping method for
alignment and Markov random field (MRF) based approach for combining existing
information. For the left holes, we employ exemplar based multi-view inpainting
method to deal with the color image and coherently use it as guidance to
complete the depth correspondence. Experiments show that our approach is
qualified for removing the undesired objects and inpainting the holes.Comment: 10 page