Industrial workspace detection of a robotic arm using combined 2D and 3D vision processing
Logan Schorr,
Victor Cobilean,
Harindra S. Mavikumbure
et al.
Abstract:Automation via robotic systems is becoming widely adopted across many industries, but intelligent autonomy in dynamic environments is challenging to implement due to the difficulty of 3D vision. This paper proposes a novel method that utilizes in-situ 2D image processing to simplify 3D segmentation for robotic workspace detection in industrial applications. Using a TOF sensor mounted on a robotic arm, depth images of the workspace are collected. The algorithm identifies the contour of a table, filters extraneo… Show more
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