TY - GEN
T1 - Visual commonsense for scene understanding using perception, semantic parsing and reasoning
AU - Aditya, Somak
AU - Yang, Yezhou
AU - Baral, Chitta
AU - Fermuller, Cornelia
AU - Aloimonos, Yiannis
N1 - Publisher Copyright:
© Copyright 2015, Association for the Advancement of Artificial Intelligence. All rights reserved.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84986877420&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84986877420&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84986877420
T3 - AAAI Spring Symposium - Technical Report
SP - 9
EP - 16
BT - Logical Formalizations of Commonsense Reasoning - Papers from the AAAI Spring Symposium, Technical Report
PB - AI Access Foundation
T2 - 2015 AAAI Spring Symposium
Y2 - 23 March 2015 through 25 March 2015
ER -