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/).
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 -