Diamond recognition algorithm using two-channel x-ray radiographic separator

Dmitry P. Nikolaev; Andrey Gladkov; Timofey Chernov; Konstantin Bulatov

doi:10.1117/12.2181204

14 February 2015 Diamond recognition algorithm using two-channel x-ray radiographic separator

Dmitry P. Nikolaev, Andrey Gladkov, Timofey Chernov, Konstantin Bulatov

Proceedings Volume 9445, Seventh International Conference on Machine Vision (ICMV 2014); 944507 (2015) https://doi.org/10.1117/12.2181204
Event: Seventh International Conference on Machine Vision (ICMV 2014), 2014, Milan, Italy

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.

Citation Download Citation

Dmitry P. Nikolaev, Andrey Gladkov, Timofey Chernov, and Konstantin Bulatov "Diamond recognition algorithm using two-channel x-ray radiographic separator", Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944507 (14 February 2015); https://doi.org/10.1117/12.2181204

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