Detection and Localizing of Rumex Seedlings for Robotic Weeding

Niko Känsäkoski,Tapio Heikkilä, Jarkko Kotaniemi

2022 18th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA)(2022)

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摘要
Weeds are causing substantial losses for livestock farming and decrease land cultivability in farming. Treating weeds with herbicides is harmful for the environment and we are targeting automatic mechanical weeding of Rumex longifolius in pastures using mobile field robot technologies. We are relying on 2D/3D computer vision technologies and have developed an algorithmic solution for detecting seedlings of Rumex weeds. We show promising test results on weed detecting and lozalizing for robotic removal.
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关键词
Machine vision,mobile robot,image local entropy,clustering,weed recognition
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