DocumentCode :
2483582
Title :
Reflection spectral imaging technology and its application in detection of foreign materials
Author :
Jia, Dongyao ; Hou, Zhongsheng ; Liu, Ze
Author_Institution :
Sch. of Electron. Inf. Eng., Beijing Jiaotong Univ., Beijing
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
2673
Lastpage :
2677
Abstract :
Imaging detection techniques currently used cannot effectively detect similar foreign materials for their same appearance as the background. To resolve the problem of detection of similar foreign materials in the complex background, a reflection spectrum imaging method based on optimal selecting wavelength was proposed in this paper. According to the method, an optimal selecting wavelength function based on synthesis gray discrimination between foreign materials and background was constructed, and the optimal wavelength differed foreign materials from background in region of near ultraviolet-visible-near infrared was selected. Then the reflection spectrum imaging system based on optimal wavelength illumination was constructed. In the actual application of detection of foreign materials in cotton, the foreign material features were acquired using optimal wavelength imaging system and the targets were extracted effectively using binary processing. The experiment result suggested that detection ration was 0.94 under the condition of illumination coefficient 0.74, and it was a novel and feasible method to detect similar foreign materials from background.
Keywords :
feature extraction; object detection; optical images; binary processing; foreign material detection; near ultraviolet-visible-near infrared; optimal selecting wavelength; optimal wavelength illumination; reflection spectral imaging technology; synthesis gray discrimination; Automation; Charge coupled devices; Control systems; Erbium; Intelligent control; Laboratories; Lighting; Optical imaging; Quadratic programming; Reflection; image detection; optimal selecting wavelength; reflection spectral imaging; similar foreign materials;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4593345
Filename :
4593345
Link To Document :
بازگشت