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Beyond the line of sight: labeling the underlying surfaces

Published on Feb 4, 20253580 Views

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

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Beyond the Line of Sight: Labeling the Underlying Surfaces00:00
Labeling Pixels to Object Labels (1)01:46:01
Labeling Pixels to Object Labels (2)10:32:41
Complete Surface Labels15:18:07
Visible vs. Complete Scene19:41:42
Problem Statement30:50:39
Previous Works38:07:06
Framework (1)47:09:42
Framework (2)47:43:12
Framework (3)50:13:14
Framework (4)56:07:06
Framework (5)71:08:38
Visual Cues73:22:36
Feed-Forward Prediction (1)79:51:50
Feed-Forward Prediction (2)87:37:17
Shape Transfer (1)96:38:13
Shape Transfer (2)108:15:51
Context Change111:10:41
Final Result119:46:59
Evaluation Datasets (1)132:49:30
Evaluation Datasets (2)143:41:12
Evaluation Datasets (3)151:41:50
Evaluation Datasets (4)153:20:50
Baselines155:37:46
Quantitative Results (1)164:08:56
Quantitative Results (2)173:10:43
Quantitative Results (3)176:20:21
Conclusions181:34:58
Thanks189:29:45