TY - GEN
T1 - Beyond the line of sight
T2 - 12th European Conference on Computer Vision, ECCV 2012
AU - Guo, Ruiqi
AU - Hoiem, Derek
PY - 2012
Y1 - 2012
N2 - Scene understanding requires reasoning about both what we can see and what is occluded. We offer a simple and general approach to infer labels of occluded background regions. Our approach incorporates estimates of visible surrounding background, detected objects, and shape priors from transferred training regions. We demonstrate the ability to infer the labels of occluded background regions in both the outdoor StreetScenes dataset and an indoor scene dataset using the same approach. Our experiments show that our method outperforms competent baselines.
AB - Scene understanding requires reasoning about both what we can see and what is occluded. We offer a simple and general approach to infer labels of occluded background regions. Our approach incorporates estimates of visible surrounding background, detected objects, and shape priors from transferred training regions. We demonstrate the ability to infer the labels of occluded background regions in both the outdoor StreetScenes dataset and an indoor scene dataset using the same approach. Our experiments show that our method outperforms competent baselines.
UR - http://www.scopus.com/inward/record.url?scp=84867859453&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867859453&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-33715-4_55
DO - 10.1007/978-3-642-33715-4_55
M3 - Conference contribution
AN - SCOPUS:84867859453
SN - 9783642337147
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 761
EP - 774
BT - Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings
Y2 - 7 October 2012 through 13 October 2012
ER -