DocumentCode :
2105321
Title :
The Clustering Algorithm Research of Image Emotional Characteristics Based on Ant Colony
Author :
Li, Haifang ; Wen, Xia ; Jin, Hui
Author_Institution :
Coll. of Comput. & Software, Taiyuan Univ. of Technol., Taiyuan
fYear :
2008
fDate :
21-22 Dec. 2008
Firstpage :
455
Lastpage :
458
Abstract :
With the development of image retrieval system, the organizing and managing of image database effectively have been a key technology of users´ retrieving. This paper firstly makes use of improved ant colony clustering algorithm in emotional clustering which based on image feature. This algorithm may identify who is the first ant by calculating the Euclidean distance, simulate ants´ action of picking up or discarding objects, and according to the feature of domain color, Image emotional cluster has been implemented. The result of experiment has indicated that the algorithm can get better clustering effect and improve retrieval efficiency.
Keywords :
emotion recognition; image retrieval; clustering algorithm; image database; image emotional characteristics; image feature; image retrieval system; Application software; Clustering algorithms; Deductive databases; Histograms; Humans; Image color analysis; Image databases; Image retrieval; Information retrieval; Information technology; Regions of Interest (ROI); ant colony; domain color; emotion semantic; feature extraction; weight;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Technology Application Workshops, 2008. IITAW '08. International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3505-0
Type :
conf
DOI :
10.1109/IITA.Workshops.2008.200
Filename :
4731976
Link To Document :
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