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Depth Extraction from Video Using Non-parametric Sampling
Published on Feb 4, 20255383 Views
We describe a technique that automatically generates plausible depth maps from videos using non-parametric depth sampling. We demonstrate our technique in cases where past methods fail (nontranslating
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Presentation
Depth Extraction from Video Using Non-parametric Sampling00:00
Problem Statement (1)01:09:10
Problem Statement (2)05:58:18
Problem Statement (3)07:00:36
Problem Statement (4)09:15:41
Related Work (1)12:16:38
Related Work (2)17:07:56
Related Work (3)22:33:51
RGBD Datasets31:41:30
SIFT Flow Refresher (1)37:25:10
SIFT Flow Refresher (2)46:58:13
SIFT Flow Refresher (3)47:53:37
SIFT Flow Refresher (4)49:20:57
Inference (1)73:08:26
Inference (2)87:26:43
Inference (3)93:28:57
Inference (4)96:38:21
Inference (5)101:04:51
Inference (6)104:03:56
Inference (7)107:27:52
Inference (8)112:54:40
Evaluation: Make3D Dataset (1)113:15:25
Evaluation: Make3D Dataset (2)116:52:50
Video Extension (1)121:10:50
Video Extension (2)126:31:14
Video Inference (1)129:27:28
Video Inference (2)138:28:54
Video Inference (3)141:02:29
Video Inference (4)147:52:34
MSR-V3D evaluation161:45:35
Application: 2D-to-3D176:38:09