Research on visual servo strategy for the uncalibrated non-standard manipulator

Abstract Aiming at the problem that the hand-eye calibration of the uncalibrated non-standard manipulator cannot be addressed by the general calibration method, i.e., the eye-in-hand and eye-to-hand calibration method of the visual servo system was proposed to guide the manipulator without calibration. First, a camera was installed on the manipulator to complete the eye-in-hand calibration and achieve transformation from the end coordinate system to the camera coordinate system. Second, a second camera was used to achieve eye-to-hand calibration and obtain the transformation relationship from the end coordinate system to the calibration board. The entire calibration process only requires the collection of images from two scenarios, i.e., the docking and the completion of the docking processes. The implementation results show that the rotation error between groups is less than 1.5°, and the translation error between groups is less than 8 mm. Therefore, the proposed visual servo strategy can accurately guide the uncalibrated non-standard manipulator.

Authors

Institutions

Publication Details

Journal
Journal of Physics Conference Series
Published
2024-08-01
DOI
https://doi.org/10.1088/1742-6596/2816/1/012055
Primary Topic
Image Processing Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on visual servo strategy for the uncalibrated non-standard manipulator

Wei Wang
Journal of Physics Conference Series
Image Processing Techniques and Applications
article

Research on visual servo strategy for the uncalibrated non-standard manipulator

Wei Wang
article en

Abstract

Abstract Aiming at the problem that the hand-eye calibration of the uncalibrated non-standard manipulator cannot be addressed by the general calibration method, i.e., the eye-in-hand and eye-to-hand calibration method of the visual servo system was proposed to guide the manipulator without calibration. First, a camera was installed on the manipulator to complete the eye-in-hand calibration and achieve transformation from the end coordinate system to the camera coordinate system. Second, a second camera was used to achieve eye-to-hand calibration and obtain the transformation relationship from the end coordinate system to the calibration board. The entire calibration process only requires the collection of images from two scenarios, i.e., the docking and the completion of the docking processes. The implementation results show that the rotation error between groups is less than 1.5°, and the translation error between groups is less than 8 mm. Therefore, the proposed visual servo strategy can accurately guide the uncalibrated non-standard manipulator.

Journal of Physics Conference SeriesVol. 2816(1)
Shanghai Liangyou (China) (CN), NARI Group (China) (CN)
Openalex Percentile: Top 78%
Image Processing Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Research on visual servo strategy for the uncalibrated non-standard manipulator — Wei Wang · Journal of Physics Conference Series (2024) | TGRS Research Map | TGRS