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Segmentation Propagation in ImageNet

Published on Feb 4, 20255031 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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Segmentation Propagation in ImageNet00:00
Goal: segment every image in ImageNet05:33
Exploit all available information08:47:48
Segmentation propagation in a hierarchy (1)19:31:51
Segmentation propagation in a hierarchy (2)32:38:45
Segmentation propagation in a hierarchy (3)40:07:21
Segmentation propagation in a hierarchy (4)40:56:51
Segmentation propagation in a hierarchy (5)45:20:19
Segmentation propagation in a hierarchy (6)48:16:30
Segmentation propagation in a hierarchy (7)53:58:47
Segmentation propagation in a hierarchy (8)57:02:38
Segmentation propagation in a hierarchy (9)58:15:39
Segmentation propagation in a hierarchy (10)59:27:55
Segmentation propagation in a hierarchy (11)60:36:20
Segmentation transfer (1)61:18:33
Segmentation transfer (2)67:22:54
Segmentation transfer (3)72:27:18
Segmentation transfer (4)74:51:56
Segmentation transfer (5)76:29:29
Segmentation transfer (6)77:17:33
Segmentation transfer (7)79:30:25
Segmentation transfer (8)96:41:27
Joint segmentation with shared appearance (1)97:35:18
Joint segmentation with shared appearance (2)106:39:26
Joint segmentation with shared appearance (3)110:29:32
Joint segmentation with shared appearance (4)112:30:24
Joint segmentation with shared appearance (5)114:35:40
Joint segmentation with shared appearance (6)117:21:13
Joint segmentation with shared appearance (7)118:28:11
Joint segmentation with shared appearance (8)119:02:18
Joint segmentation with shared appearance (9)120:52:58
Joint segmentation with shared appearance (10)121:58:32
Experiments on iCoseg145:13:00
Experiments on ImageNet (1)168:31:10
Experiments on ImageNet (2)176:45:34
Experiments on ImageNet (3)179:08:46