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Learning Models for Object Recognition from Natural Language Descriptions

Published on Dec 01, 20094743 Views

Josiah Wang

BMVC 2009 - London

Related categories

Information ExtractionNatural Language Processing

Chapter list

Learning Models for Object Recognition from Natural Language Descriptions00:00
Main Idea (1)00:06
Main Idea (2)00:24
Textual Descriptions01:30
Challenges02:15
Dataset02:45
Method Outline03:14
Natural Language Processing (NLP) (1)03:34
Natural Language Processing (NLP) (2)03:40
Natural Language Processing (NLP) (3)04:22
Natural Language Processing (NLP) (4)04:28
Natural Language Processing (NLP) (5)04:33
Natural Language Processing (NLP) (6)04:46
Natural Language Processing (NLP) (7)04:58
Visual Processing (1)05:26
Visual Processing (2)05:30
Visual Processing (3)05:50
Visual Processing (4)06:14
Visual Processing (5)06:42
Generative Model (1)07:14
Generative Model (2)07:22
Generative Model (3)07:38
Generative Model (4)07:46
Generative Model (5)07:50
Generative Model (6)08:14
Experimental Results09:10
Human Performance (1)09:22
Human Performance (2)09:54
Example Misclassification10:18
Results: Proposed Method (1)10:42
Results: Proposed Method (2)11:06
Results: Proposed Method (3)11:22
Standard Vision Methods11:42
Results: Standard Vision Methods11:58
Discussion12:54
Learning Models for Object Recognition from Natural Language Descriptions, Questions13:18