DocumentCode
2691424
Title
A Kind of Fuzzy Decision Tree Based on the Image Emotion Classification
Author
Juanjuan, Zhao ; Huijun, Lu ; Yue, Li ; Junjie, Chen
Author_Institution
Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
fYear
2012
fDate
7-9 July 2012
Firstpage
167
Lastpage
170
Abstract
As the demands for Classification of the images is getting higher and higher, users want to search the images more fast and precisely, so a kind of fuzzy decision tree algorithm was presented, which was used to set up a images´ emotion classification tree based on the image emotion which had a higher precision. This algorithm is based on the uncertainty of Classification using in images´ emotion classification. The algorithm set up a path between the images´ vision attributes and the images´ emotion attributes, finally let the images can be classified by images´ emotion attributes.
Keywords
computer vision; decision trees; emotion recognition; fuzzy set theory; image classification; classification uncertainty; fuzzy decision tree algorithm; images emotion attributes; images emotion classification tree; images search; images vision attributes; Classification algorithms; Computational modeling; Decision trees; Educational institutions; Feature extraction; Image color analysis; Semantics; Classification algorithms; fuzzy decision tree; images´ emotion; the images´ attributes;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Measurement, Control and Sensor Network (CMCSN), 2012 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4673-2033-7
Type
conf
DOI
10.1109/CMCSN.2012.43
Filename
6245839
Link To Document