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Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions

Published on Nov 28, 2017979 Views

Structured scene descriptions of images are useful for the automatic processing and querying of large image databases. We show how the combination of a statistical semantic model and a visual model ca

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Chapter list

Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions00:00
Motivation00:12
Motivation - 100:50
Challenges01:38
Approach02:47
Probabilistic Semantic Model03:46
Probabilistic Semantic Model05:13
Visual Model06:57
Combination07:59
Experiment Setting08:56
Experiment Results09:36
Experiment Examples11:01
Zero-shot Results12:25
Zero-shot Examples13:03
Conclusion15:05
Questions16:14