DocumentCode :
3195858
Title :
Design of On-line Detection System for Apple Early Bruise Based on Thermal Properties Analysis
Author :
Jianmin, Zhou ; Qixian, Zhou ; Juanjuan, Liu ; Dongdong, Xu
Author_Institution :
Inst. of Opt.-Mechatron. Technol. & Applic., East China Jiaotong Univ., Nanchang, China
Volume :
2
fYear :
2010
fDate :
11-12 May 2010
Firstpage :
47
Lastpage :
50
Abstract :
How to distinguish the early mechanical bruise is a persistent problem in fruit defects sorting system. Due to the sensitivity of infrared camera to object surface temperature changes during thermal excitation, an on-line active thermal imaging system for apple early bruise detection was designed, which consist of transport and heating unit, apple orientation and rotation unit, bruise detection and control unit. With the analysis of fruit surface thermal properties on-line in computer, the bruise defect can be recognized effectively in experiment. This online test results show that a 90% recognition rate for defective apple and a 83.3% recognition rate for sound apple, while the good apple with calyx can be completely distinguished.
Keywords :
agricultural products; automatic optical inspection; computer vision; infrared imaging; online operation; sorting; apple early bruise detection; fruit defects sorting system; infrared camera; object surface temperature changes; online active thermal imaging system; online detection system; thermal excitation; thermal properties analysis; Cameras; Control systems; Infrared detectors; Infrared heating; Infrared imaging; Object detection; Optical imaging; Sorting; Temperature control; Temperature sensors; bruise; computer recognition; on-line detection; thermal imaging; thermal properties;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
Type :
conf
DOI :
10.1109/ICICTA.2010.568
Filename :
5522887
Link To Document :
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