Title :
An effective method of color image recognition
Author :
Ran, Rui-Sheng ; Ting-Zhu Huan ; Liao, Z.W.
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
An effective method of color image recognition is proposed in this paper. The singular value (SV) feature vector is firstly extracted as algebraic feature of color image; then the characteristic matrix of image is presented, which is made up of the SV feature vector of image. And then using the similarity of the characteristic matrices, the method for recognition is established. The recognition rate is satisfactory from the experiment.
Keywords :
feature extraction; image colour analysis; image recognition; singular value decomposition; algebraic feature; color image recognition; image characteristic matrix; matrix similarity; quaternion matrix; singular value feature vector; Color; Computer science; Feature extraction; Image recognition; Mathematics; Matrix decomposition; Pixel; Quaternions; Radio access networks; Singular value decomposition; Color image recognition; quaternion matrix; singular value feature vector; the similarity of matrices;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527870
