A single camera 360‐degree real time vision‐based localization method with application to mobile robot trajectory tracking

Autor: Khomsun Singhirunnusorn, Farbod Fahimi, Ramazan Aygun
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: IET Cyber-systems and Robotics, Vol 3, Iss 3, Pp 185-198 (2021)
Druh dokumentu: article
ISSN: 2631-6315
DOI: 10.1049/csy2.12021
Popis: Abstract A method is proposed for real‐time vision‐based localization in the 360° area around a three‐dimensional (3D) reference object with a single camera. The problem is split into three subproblems. First, 360° 3D object recognition is proposed, in which a computer vision solution can recognize a reference object from all possible 360° locations. Second, 360° pose estimation is presented, in which the pose of a robot at all locations is estimated. Third, a 360° localization application is integrated with a closed‐loop real‐time trajectory tracking controller. The successful results of simulations and real experiments of trajectory tracking are also presented.
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