Title :
An object color recognition algorithm based on study-expansion method
Author :
Sui, Jinxue ; Yang, Li ; Wang, Yongqiang ; Hua, Zhen
Author_Institution :
Sch. of Inf. & Electron. Eng., Shandong Inst. of Bus. & Technol., Yantai, China
Abstract :
In the robot vision, the color is the essential information in the object recognition and cognition process. Here proposed one kind object identification algorithm based on the color characteristic with the YUV color space, uses the study - expansion algorithm to obtain the spatial distribution of the compatible object color characteristic, overcomes the influence that the environment illumination change withdraws to the object color characteristic, and the efficiency of the recognition is improved by using ldquobit-andrdquo operation in the course of color clustering, the validity of the method is proved through actual applications.
Keywords :
image colour analysis; object recognition; pattern clustering; robot vision; YUV color space; bit-and operation; cognition process; color clustering; object color recognition algorithm; object identification algorithm; robot vision; spatial distribution; study-expansion method; Cameras; Cognition; Cognitive robotics; Gaussian distribution; Image color analysis; Instruments; Lighting; Object recognition; Robot vision systems; Space technology; Autonomous mobile robot; YUV space; color feature; object identification;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274106