Block Matching Mosaicing for Surface Inspection Using an Autonomous Mobile Robot

Nov 10, 2021ยท
Sara Roos-Hoefgeest
Sara Roos-Hoefgeest
,
Ignacio Alvarez Garcia
,
Rafael C. Gonzalez
ยท 0 min read
Abstract
Visual inspection of manufactured products is a field in constant expansion. In this work we present a method to create a high resolution panorama (1mm/pixel) of a large rectangular plate using a mobile robot with two RGB-D cameras. The panorama is intended to analyze the surface in search of possible defects and identify areas of interest that have been encircled using a high contrast mark. Identifying which points belong to the surface plane and estimating the amount of distortion caused by the perspective correction we are able to form a panorama of a 4400 by 2500 mm plate with errors lower than 2% and a resolution of 1 mm/pixel.
Type
Publication
In 2021 โ€“ 47th Annual Conference of the IEEE Industrial Electronics Society