DocumentCode
577714
Title
Application research of neural networks in fruit and vegetable harvesting robot
Author
Wu, Weirong ; Ding, Shenping ; Lv, Jidong
Author_Institution
Mechatron. Eng. Dept., Suzhou Ind. Park Inst. of Vocational Technol., Suzhou, China
fYear
2012
fDate
6-8 July 2012
Firstpage
1790
Lastpage
1795
Abstract
Neural networks was used in the camera calibration of binocular stereo vision, segmentation and recognition of fruit or vegetable images, fruit or vegetable classification, orientation error amendment of fruit or vegetable, obstacle avoidance of robot manipulator, sensor data fusion about fruit and vegetable harvesting robot. The research results in all the aspects mentioned above of fruit and vegetable harvesting robot with neural networks were introduced in this article, and some the highlighted issues were finally discussed. It is expected that this research may be used as a step stone for further study in the area.
Keywords
agricultural machinery; agricultural products; agriculture; collision avoidance; image classification; image segmentation; manipulators; neural nets; sensor fusion; stereo image processing; binocular stereo vision; camera calibration; fruit classification; fruit harvesting robot; fruit image recognition; fruit image segmentation; neural network; obstacle avoidance; orientation error amendment; robot manipulator; sensor data fusion; vegetable classification; vegetable harvesting robot; vegetable image segmentation; Calibration; Cameras; Computers; Neural networks; Robot sensing systems; Stereo vision; Camera calibration; Data fusion; Error correction; Fruit classification; Harvesting robot; Image processing; Neural network; Obstacle avoidance;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location
Beijing
Print_ISBN
978-1-4673-1397-1
Type
conf
DOI
10.1109/WCICA.2012.6358167
Filename
6358167
Link To Document