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Proceedings Paper

Diamond recognition algorithm using two-channel x-ray radiographic separator
Author(s): Dmitry P. Nikolaev; Andrey Gladkov; Timofey Chernov; Konstantin Bulatov
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Paper Abstract

In this paper real time classification method for two-channel X-ray radiographic diamond separation is discussed. Proposed method does not require direct hardware calibration but uses sample images as a train dataset. It includes online dynamic time warping algorithm for inter-channel synchronization. Additionally, algorithms of online source signal control are discussed, including X-ray intensity control, optical noise detection and sensor occlusion detection.

Paper Details

Date Published: 14 February 2015
PDF: 10 pages
Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944507 (14 February 2015); doi: 10.1117/12.2181204
Show Author Affiliations
Dmitry P. Nikolaev, Institute for Information Transmission Problems (Russian Federation)
Andrey Gladkov, Visillect Service Ltd. (Russian Federation)
Timofey Chernov, National Univ. of Science and Technology - MISIS (Russian Federation)
Konstantin Bulatov, National Univ. of Science and Technology - MISIS (Russian Federation)
Institute for Systems Analysis (Russian Federation)

Published in SPIE Proceedings Vol. 9445:
Seventh International Conference on Machine Vision (ICMV 2014)
Antanas Verikas; Branislav Vuksanovic; Petia Radeva; Jianhong Zhou, Editor(s)

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