Title :
An approach of color feature evaluation in color recognition
Author :
Qi Xiaoxuan ; Ji Jianwei ; Han Xiaowei
Author_Institution :
Sch. of Inf. & Electr. Eng., Shenyang Agric. Univ., Shenyang, China
Abstract :
This paper analyzes the characteristics of five commonly used color spaces and explores their influences on color recognition respectively. Divisibility evaluation based on distance criterion is utilized to evaluate the different color features in each color space and experimental results show that HSI color space has the best divisibility performance.
Keywords :
feature extraction; image colour analysis; HSI color space; color feature evaluation approach; color recognition; divisibility evaluation; Brightness; Color; Computers; Educational institutions; Humans; Image color analysis; Image recognition; color recognition; color space; divisibility criterion; feature evaluation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6020055
