首页 /研究 /Industrial camera model positioned on an effector for automated tool center point calibration
MANIPULATION

Industrial camera model positioned on an effector for automated tool center point calibration

Jaromír Konecny, Petr Beremlijski, Michaela Bailová, Zdeněk Macháček, Jiří Koziorek, Michal Prauzek

发表年份
2024
引用次数
8
访问权限
开放获取

摘要

The study presents a novel, full model of an industrial camera suitable for robotic manipulator tool center point (TCP) calibration. The authors propose a new solution which employs a full camera model positioned on the effector of an industrial robotic arm. The proposed full camera model simulates the capture of a calibration pattern for use in automated TCP calibration. The study describes an experimental test robot stand for producing a reference data set, a full camera model, the parameters of a generally known camera obscura model, and a comparison of proposed solution with the camera obscura model. The results are discussed in the context of an innovative approach which features a full camera model to assist the TCP calibration process. The results showed that the full camera model produced greater accuracy, a significant benefit not provided by other state-of-the-art methods. In several cases, the absolute error produced was up to seven times lower than with the state-of-the-art camera obscura model. The error for small rotation (max. of 5[Formula: see text]) and small translation (max. of 20 mm) was 3.65 pixels. The results also highlighted the applicability of the proposed solution in real-life industrial processes.

关键词

Camera auto-calibrationComputer scienceCalibrationArtificial intelligenceCamera resectioningComputer visionPixelContext (archaeology)Translation (biology)Rotation (mathematics)

相关论文

查看 MANIPULATION 分类全部论文