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Depth Extraction from Video Using Non-parametric Sampling
Published on Nov 12, 20125381 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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Chapter list
Depth Extraction from Video Using Non-parametric Sampling00:00
Problem Statement (1)00:04
Problem Statement (2)00:21
Problem Statement (3)00:25
Problem Statement (4)00:33
Related Work (1)00:44
Related Work (2)01:01
Related Work (3)01:21
RGBD Datasets01:54
SIFT Flow Refresher (1)02:14
SIFT Flow Refresher (2)02:49
SIFT Flow Refresher (3)02:52
SIFT Flow Refresher (4)02:57
Algorithm (1)03:14
Algorithm (2)03:35
Algorithm (3)03:39
Algorithm (4)03:56
Inference (1)04:23
Inference (2)05:14
Inference (3)05:36
Inference (4)05:47
Inference (5)06:03
Inference (6)06:14
Inference (7)06:26
Inference (8)06:46
Evaluation: Make3D Dataset (1)06:47
Evaluation: Make3D Dataset (2)07:00
Video Extension (1)07:16
Video Extension (2)07:35
Video Inference (1)07:46
Video Inference (2)08:18
Video Inference (3)08:27
Video Inference (4)08:52
Results (1)09:16
Results (2)09:19
Results (3)09:27
Results (4)09:35
MSR-V3D evaluation09:42
Limitations10:18
Application: 2D-to-3D10:35
Thanks!11:07