TY - GEN
T1 - Stereoscopic inpainting
T2 - 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR
AU - Wang, Liang
AU - Jin, Hailin
AU - Yang, Ruigang
AU - Gong, Minglun
PY - 2008
Y1 - 2008
N2 - We present a novel algorithm for simultaneous color and depth inpainting. The algorithm takes stereo images and estimated disparity maps as input and fills in missing color and depth information introduced by occlusions or object removal. We first complete the disparities for the occlusion regions using a segmentation-based approach. The completed disparities can be used to facilitate the user in labeling objects to be removed. Since part of the removed regions in one image is visible in the other, we mutually complete the two images through 3D warping. Finally, we complete the remaining unknown regions using a depth-assisted texture synthesis technique, which simultaneously fills in both color and depth. We demonstrate the effectiveness of the proposed algorithm on several challenging data sets.
AB - We present a novel algorithm for simultaneous color and depth inpainting. The algorithm takes stereo images and estimated disparity maps as input and fills in missing color and depth information introduced by occlusions or object removal. We first complete the disparities for the occlusion regions using a segmentation-based approach. The completed disparities can be used to facilitate the user in labeling objects to be removed. Since part of the removed regions in one image is visible in the other, we mutually complete the two images through 3D warping. Finally, we complete the remaining unknown regions using a depth-assisted texture synthesis technique, which simultaneously fills in both color and depth. We demonstrate the effectiveness of the proposed algorithm on several challenging data sets.
UR - http://www.scopus.com/inward/record.url?scp=51949083985&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=51949083985&partnerID=8YFLogxK
U2 - 10.1109/CVPR.2008.4587704
DO - 10.1109/CVPR.2008.4587704
M3 - Conference contribution
AN - SCOPUS:51949083985
SN - 9781424422432
T3 - 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR
BT - 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR
Y2 - 23 June 2008 through 28 June 2008
ER -