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Segmentation Propagation in ImageNet
Published on 2012-11-125032 Views
ImageNet is a large-scale hierarchical database of object classes. We propose to automatically populate it with pixelwise segmentations, by leveraging existing manual annotations in the form of class
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Presentation
Segmentation Propagation in ImageNet00:00
Goal: segment every image in ImageNet00:00
Exploit all available information00:31
Segmentation propagation in a hierarchy (1)01:10
Segmentation propagation in a hierarchy (2)01:57
Segmentation propagation in a hierarchy (3)02:24
Segmentation propagation in a hierarchy (4)02:27
Segmentation propagation in a hierarchy (5)02:43
Segmentation propagation in a hierarchy (6)02:53
Segmentation propagation in a hierarchy (7)03:14
Segmentation propagation in a hierarchy (8)03:25
Segmentation propagation in a hierarchy (9)03:29
Segmentation propagation in a hierarchy (10)03:34
Segmentation propagation in a hierarchy (11)03:38
Segmentation transfer (1)03:40
Segmentation transfer (2)04:02
Segmentation transfer (3)04:20
Segmentation transfer (4)04:29
Segmentation transfer (5)04:35
Segmentation transfer (6)04:38
Segmentation transfer (7)04:46
Segmentation transfer (8)05:48
Joint segmentation with shared appearance (1)05:51
Joint segmentation with shared appearance (2)06:23
Joint segmentation with shared appearance (3)06:37
Joint segmentation with shared appearance (4)06:45
Joint segmentation with shared appearance (5)06:52
Joint segmentation with shared appearance (6)07:02
Joint segmentation with shared appearance (7)07:06
Joint segmentation with shared appearance (8)07:08
Joint segmentation with shared appearance (9)07:15
Joint segmentation with shared appearance (10)07:19
Experiments on iCoseg08:42
Experiments on ImageNet (1)10:06
Experiments on ImageNet (2)10:36
Experiments on ImageNet (3)10:44
Conclusion11:51