AAAI Publications, 2015 AAAI Spring Symposium Series

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Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning
Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos

Last modified: 2015-03-12

Abstract


In this paper we explore the use of visual common-sense knowledge and other kinds of knowledge (such as domain knowledge, background knowledge, linguistic knowledge) for scene understanding. In particular, we combine visual processing with techniques from natural language understanding (especially semantic parsing), common-sense reasoning and knowledge representation and reasoning to improve visual perception to reason about finer aspects of activities.

Keywords


Knowledge Representation and Reasoning; Visual Commonsense; Commonsense Reasoning; Semantic Parsing

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