Overview of machine vision methods in x-ray imaging and microtomography

Alexey Buzmakov; Denis Zolotov; Marina Chukalina; Dmitry Nikolaev; Andrey Gladkov; Anastasia Ingacheva; Ivan Yakimchuk; Victor Asadchikov

doi:10.1117/12.2309762

13 April 2018 Overview of machine vision methods in x-ray imaging and microtomography

Alexey Buzmakov, Denis Zolotov, Marina Chukalina, Dmitry Nikolaev, Andrey Gladkov, Anastasia Ingacheva, Ivan Yakimchuk, Victor Asadchikov

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Proceedings Volume 10696, Tenth International Conference on Machine Vision (ICMV 2017); 1069622 (2018) https://doi.org/10.1117/12.2309762
Event: Tenth International Conference on Machine Vision, 2017, Vienna, Austria

Abstract

Digital X-ray imaging became widely used in science, medicine, non-destructive testing. This allows using modern digital images analysis for automatic information extraction and interpretation. We give short review of scientific applications of machine vision in scientific X-ray imaging and microtomography, including image processing, feature detection and extraction, images compression to increase camera throughput, microtomography reconstruction, visualization and setup adjustment.

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Alexey Buzmakov, Denis Zolotov, Marina Chukalina, Dmitry Nikolaev, Andrey Gladkov, Anastasia Ingacheva, Ivan Yakimchuk, and Victor Asadchikov "Overview of machine vision methods in x-ray imaging and microtomography", Proc. SPIE 10696, Tenth International Conference on Machine Vision (ICMV 2017), 1069622 (13 April 2018); https://doi.org/10.1117/12.2309762

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