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
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;
Conference_Titel :
Computing, Measurement, Control and Sensor Network (CMCSN), 2012 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4673-2033-7
DOI :
10.1109/CMCSN.2012.43