Published January 23, 2025
| Version v1
Conference paper
Open
DEVELOPMENT OF A PROGRAM FOR PROCESSING 3D MODELS OF OBJECTS IN A COLLABORATIVE ROBOT WORKSPACE USING AN HD CAMERA
Creators
- 1. 1Department of Computer-Integrated Technologies, Automation and Robotics, Kharkiv National University of Radio Electronics, Ukraine
- 2. Senior Developer Electronic Health Solution, Amman, Jordan
- 3. Department of Computer-Integrated Technologies, Automation and Robotics, Kharkiv National University of Radio Electronics, Ukraine
Description
This article presents the research of methods for program development for
processing 3D models of objects in a collaborative robot workspace using an HD
camera. The features of creating and processing a point cloud in real time under
different lighting conditions and image refresh rates are considered, and the influence
of these factors on the accuracy of object recognition is also assessed. The presented
experimental results show the optimal settings to ensure stable operation of the system
in various production conditions. The proposed methodology allows to increase the
accuracy and speed of the manipulator operation due to improved visual processing of
images and 3D models.
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Vladyslav Yevsieiev 194-210 ACU.pdf
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Additional details
References
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- Гиренко, А. В., Ляшенко, В. В., Машталир, В. П., & Путятин, Е. П. (1996). Методы корреляционного обнаружения объектов. Харьков: АО "БизнесИнформ, 112.