Analyzing Potential Use of 3D Machine Vision and AI Algorithms at Robotic Workstations

The following article presents an analysis concerned with the potential use of vision and machine learning solutions implemented at automated workstations with industrial robots. Aspects related to various elements of such stations and theoretical foundations have been analyzed, and examples of equipment and program components have been given to open up new options related to industrial robotics, trajectory planning, collision avoidance, and safety.

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Publication Details

Journal
Problems of Mechatronics Armament Aviation Safety Engineering
Published
2025-03-15
DOI
https://doi.org/10.5604/01.3001.0055.0343
Primary Topic
Hand Gesture Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Analyzing Potential Use of 3D Machine Vision and AI Algorithms at Robotic Workstations

Jarosław Panasiuk
Problems of Mechatronics Armament Aviation Safety Engineering
Hand Gesture Recognition Systems
article

Analyzing Potential Use of 3D Machine Vision and AI Algorithms at Robotic Workstations

Jarosław Panasiuk
article en

Abstract

The following article presents an analysis concerned with the potential use of vision and machine learning solutions implemented at automated workstations with industrial robots. Aspects related to various elements of such stations and theoretical foundations have been analyzed, and examples of equipment and program components have been given to open up new options related to industrial robotics, trajectory planning, collision avoidance, and safety.

Problems of Mechatronics Armament Aviation Safety EngineeringVol. 16(1)
Military University of Technology in Warsaw (PL)
Openalex Percentile: Top 96%
Hand Gesture Recognition Systems
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