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Grounding of Textual Phrases in Images by Reconstruction

Published on Oct 24, 20161984 Views

Anna Rohrbach

Grounding (i.e. localizing) arbitrary, free-form textual phrases in visual content is a challenging problem with many applications for human-computer interaction and image-text reference resolution. F

ECCV 2016 - Amsterdam

Related categories

Computer Vision

Chapter list

Grounding of Textual Phrases in Images by Reconstruction00:00
Visual Grounding: Task/100:06
Visual Grounding: Task/200:12
Visual Grounding: Task/300:28
Visual Grounding: Task/400:41
Visual Grounding: Task/500:43
Visual Grounding: Task/600:44
Visual Grounding: Applications00:53
Visual Grounding: Test Time01:12
Visual Grounding: Training Time/101:24
Visual Grounding: Training Time/201:42
Visual Grounding: Training Time/301:52
Visual Grounding: Training Time/402:08
Visual Grounding: Related work/102:14
Visual Grounding: Related work/202:29
Main Result02:35
Grounding approach/102:44
Grounding approach/202:47
GroundeR: Grounding by Reconstruction/102:53
GroundeR: Grounding by Reconstruction/203:02
GroundeR: Grounding by Reconstruction/303:10
GroundeR: Grounding by Reconstruction/404:47
GroundeR: Grounding by Reconstruction/504:53
GroundeR: Grounding by Reconstruction/604:59
GroundeR: Grounding by Reconstruction/705:05
GroundeR: Grounding by Reconstruction/805:10
GroundeR: Grounding by Reconstruction/905:11
GroundeR: Grounding by Reconstruction/1005:16
GroundeR: Grounding by Reconstruction/1105:22
GroundeR: Grounding by Reconstruction/12 05:36
GroundeR: Grounding by Reconstruction/1305:44
Datasets and Experimental setup06:05
Evaluation: GroundeR on Flickr30k Entities/106:40
Evaluation: GroundeR on Flickr30k Entities/207:25
Evaluation: GroundeR on Flickr30k Entities/307:36
Evaluation: GroundeR on Flickr30k Entities/407:45
Datasets and Experimental setup08:10
Evaluation: GroundeR on ReferItGame/108:28
Evaluation: GroundeR on ReferItGame/208:35
Evaluation: GroundeR on ReferItGame/308:42
Qualitative results on Flickr30k Entities/109:07
Qualitative results on Flickr30k Entities/209:17
Qualitative results on Flickr30k Entities/309:18
Qualitative results on Flickr30k Entities/409:25
Qualitative results on Flickr30k Entities/509:34
Qualitative results on Flickr30k Entities/609:36
Qualitative results on Flickr30k Entities/709:38
Qualitative results on ReferItGame/109:44
Qualitative results on ReferItGame/210:01
Qualitative results on ReferItGame/310:08
Conclusion10:41
Thank you!11:18