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Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions

Published on 2017-11-28985 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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Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions00:00
Motivation00:12
Motivation - 100:50
Challenges01:38
Approach02:47
Probabilistic Semantic Model03:46
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