Recognition and Localization Method of Overlapping Apples for Apple Harvesting Robot - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2016

Recognition and Localization Method of Overlapping Apples for Apple Harvesting Robot

Tian Shen
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  • PersonId : 1020419
Dean Zhao
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Yu Chen

Abstract

In order to meet the speed requirements of harvesting robot, a method of tracking and recognition of overlapping apples is proposed in this paper. First of all, the first image should be segmented and denoised, the center and the radius is determined, the template which is used for matching is extracted according to the center and radius. Then, determine the center of ten images which are taken continuously, fit motion path of the robot according to the center of each image and predict subsequent motion path. The next processing area is determined according to the radius and predicted path. Finally, overlapping apples are identified by fast normalized cross correlation match method. Experiments prove that the new method can locate the center and radius of overlapping apples correctly. Besides, matching time is reduced by 48.1 % compared with the original one.
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hal-01614187 , version 1 (10-10-2017)

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Tian Shen, Dean Zhao, Weikuan Jia, Yu Chen. Recognition and Localization Method of Overlapping Apples for Apple Harvesting Robot. 9th International Conference on Computer and Computing Technologies in Agriculture (CCTA), Sep 2015, Beijing, China. pp.330-345, ⟨10.1007/978-3-319-48354-2_34⟩. ⟨hal-01614187⟩
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