DocumentCode
2339769
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
Volume
9
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
5245
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527870
Filename
1527870
Link To Document