Proceedings of the International Conference on Logistics, Engineering, Management and Computer Science

Image Emotional Semantic Retrieval Based on ELM

Authors
Peile Zhang, Min Yao, Shengzhang Lai, Junfei Zhuo
Corresponding Author
Peile Zhang
Available Online May 2014.
DOI
10.2991/lemcs-14.2014.115How to use a DOI?
Keywords
image; emotion; image retrieval; semantic retrieval; ELM
Abstract

Image emotional semantic retrieval is one of the important subjects in information science. This paper discusses the basis of emotional cognitive, the dimension of emotional expression and the establishment of scientific emotion space, and proposes a kind of improved extreme learning machine for image emotion semantic retrieval. Finally, a kind of prototype system for image emotion semantic retrieval has been developed. The experimental results show that prototype system for image emotion semantic retrieval is effective.

Copyright
© 2014, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the International Conference on Logistics, Engineering, Management and Computer Science
Series
Advances in Intelligent Systems Research
Publication Date
May 2014
ISBN
978-94-6252-010-3
ISSN
1951-6851
DOI
10.2991/lemcs-14.2014.115How to use a DOI?
Copyright
© 2014, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Peile Zhang
AU  - Min Yao
AU  - Shengzhang Lai
AU  - Junfei Zhuo
PY  - 2014/05
DA  - 2014/05
TI  - Image Emotional Semantic Retrieval Based on ELM
BT  - Proceedings of the International Conference on Logistics, Engineering, Management and Computer Science
PB  - Atlantis Press
SP  - 500
EP  - 505
SN  - 1951-6851
UR  - https://doi.org/10.2991/lemcs-14.2014.115
DO  - 10.2991/lemcs-14.2014.115
ID  - Zhang2014/05
ER  -