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Evaluation of 3D-distance measurement accuracy of stereo-vision systems

Sophian, Ali and Sediono, Wahju and Salahudin, Muhammad Ridzwan and Mohd Shamsuli, Mohd Sataarie and Awang Za’aba, Dayang Qurratu’aini (2017) Evaluation of 3D-distance measurement accuracy of stereo-vision systems. International Journal of Applied Engineering Research, 12 (16). pp. 5946-5951. ISSN 0973-4562

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Abstract

Many applications would benefit from a cost effective 3D position or distance measurement systems. Stereo vision systems may offer this functionality with the extra benefits when the images are used for other purposes as well, such as object recognition. In this paper, an accuracy evaluation method of two stereo-vision systems, which use a coordinate measuring machine (CMM) and a reference block, has been presented, and the results have also been presented for systems using infra red cameras and webcams. Following a calibration process, the two systems were used in determining the dimensions of the reference block. The results show that the method could evaluate the two systems. While the evaluation results show that the webcams have a better accuracy and precision, the leap motion controller can be used when shorter measurement distance are required, thanks to their shorter lens distance and wide-angle lenses.

Item Type: Article (Journal)
Additional Information: 7258/58213
Uncontrolled Keywords: Stereo vision; Machine vision; 3D Position Measurement; Measurement Evaluation; Leap motion controller
Subjects: T Technology > T Technology (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101 Telecommunication. Including telegraphy, radio, radar, television
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr Ali Sophian
Date Deposited: 05 Sep 2017 17:02
Last Modified: 12 Jan 2018 19:08
URI: http://irep.iium.edu.my/id/eprint/58213

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