DocumentCode :
2363559
Title :
Real-time Image Processing for the Guidance of a Small Agricultural Field Inspection Vehicle
Author :
Gottschalk, Richard ; Burgos-Artizzu, Xavier P. ; Ribeiro, Alejandro ; Pajares, G. ; Sáinchez-Miralles, Álvaro
Author_Institution :
Artificial Perception Group, Spanish Nat. Res. Council
fYear :
2008
fDate :
2-4 Dec. 2008
Firstpage :
493
Lastpage :
498
Abstract :
This paper describes the image processing for an autonomous field inspection vehicle that uses a webcam for the navigation between two rows of agricultural crop. The relative vehicle position is calculated by segmentation and classification of the images and by then extracting geometrical lines corresponding to the crop rows. An autonomous vehicle was built and tested successfully in an agricultural environment.
Keywords :
agricultural machinery; image classification; image segmentation; mobile robots; robot vision; agricultural crop; autonomous field inspection vehicle; image classification; image segmentation; real-time image processing; small agricultural field inspection vehicle guidance; Cameras; Crops; Histograms; Image processing; Image segmentation; Inspection; Mobile robots; Navigation; Pixel; Remotely operated vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Machine Vision in Practice, 2008. M2VIP 2008. 15th International Conference on
Conference_Location :
Auckland
Print_ISBN :
978-1-4244-3779-5
Electronic_ISBN :
978-0-473-13532-4
Type :
conf
DOI :
10.1109/MMVIP.2008.4749582
Filename :
4749582
Link To Document :
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