DocumentCode :
1596793
Title :
Design and Research on Vision System of Apple Harvesting Robot
Author :
Lv, Jidong ; Zhao, De-An ; Ji, Wei ; Chen, Yu ; Shen, Huiliang
Author_Institution :
Sch. of Electr. & Inf. Eng., Jiangsu Univ., Zhenjiang, China
Volume :
1
fYear :
2011
Firstpage :
177
Lastpage :
180
Abstract :
The vision system of apple harvesting robot was researched and designed to make it possible for realizing automatic harvesting of apple. The vision system model is studied. The vision system of apple harvesting robot was designed by two aspects, including hardware composition and soft architecture. The VFW method was employed to realize the real-time image acquisition. The recognition of vision system is developed using the combination method of regional growth algorithm and color characteristics. The preliminary orientation of apple target was calculated by finding its centroid. At last, the performance of this version system was evaluated. The results showed that the developed vision system of apple harvesting robot successfully achieved the recognition and orientation of apple target. It was conclude that this version system was effective for realizing the automatic harvesting of apple.
Keywords :
actuators; agriculture; image colour analysis; manipulators; object recognition; robot vision; apple harvesting robot; apple target orientation; apple target recognition; color characteristic; realtime image acquisition; regional growth algorithm; robot vision system; vision system recognition; Computers; Image color analysis; Image segmentation; Machine vision; Robot kinematics; Robot sensing systems; Image capture; object recognition; robot; vision system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0676-9
Type :
conf
DOI :
10.1109/IHMSC.2011.49
Filename :
6038175
Link To Document :
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