Camera Calibration in High-Speed Robotic Assembly Operations

The increase in positioning accuracy and repeatability allowed the integration of robots in assembly operations using guidance systems (structured applications) or video acquisition systems (unstructured applications). This paper proposes a procedure to determine the measuring plane using a 3D laser camera. To validate the procedure, the camera coordinates and orientation will be verified using robot coordinates. This procedure is an essential element for camera calibration and consists of developing a mathematical model using the least square method and planar regression. The mathematical model is considered necessary as a step towards optimizing the integration of robotic vision systems in assembly applications. A better calibrated camera has the potential to provide better recognition results, which are essential in this field. These improved results can then be used to increase the accuracy and repeatability of the robot.

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Publication Details

Journal
Applied Sciences
Published
2024-09-26
DOI
https://doi.org/10.3390/app14198687
Primary Topic
Robotics and Sensor-Based Localization
Type
article
Field-Weighted Citation Impact
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article

Camera Calibration in High-Speed Robotic Assembly Operations

Costel Emil Coteț, Radu Constantin Parpală, Cicerone Laurențiu Popa, Mario Andrei Ivan et al.
Applied Sciences
Robotics and Sensor-Based Localization
article

Camera Calibration in High-Speed Robotic Assembly Operations

Costel Emil Coteț, Radu Constantin Parpală, Cicerone Laurențiu Popa, Mario Andrei Ivan, Lidia Florentina Parpală
article en

Abstract

The increase in positioning accuracy and repeatability allowed the integration of robots in assembly operations using guidance systems (structured applications) or video acquisition systems (unstructured applications). This paper proposes a procedure to determine the measuring plane using a 3D laser camera. To validate the procedure, the camera coordinates and orientation will be verified using robot coordinates. This procedure is an essential element for camera calibration and consists of developing a mathematical model using the least square method and planar regression. The mathematical model is considered necessary as a step towards optimizing the integration of robotic vision systems in assembly applications. A better calibrated camera has the potential to provide better recognition results, which are essential in this field. These improved results can then be used to increase the accuracy and repeatability of the robot.

Applied SciencesVol. 14(19)
Universitatea Națională de Știință și Tehnologie Politehnica București (RO)
Openalex Percentile: Top 75%
Robotics and Sensor-Based Localization
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Camera Calibration in High-Speed Robotic Assembly Operations — Costel Emil Coteț, Radu Constantin Parpală, et al. · Applied Sciences (2024) | TGRS Research Map | TGRS