Algorithm of digital image preprocessing for constructing displacement vector fields

V. V. Titkov, S. V. Panin, P. S. Lyubutin, A. V. Eremin

Отделение материаловедения

Результат исследований: Материалы для книги/типы отчетов › Материалы для конференции

Аннотация

A new algorithm for digital image preprocessing has been proposed and tested, which is based on automated correction of pixel brightness. Algorithm for constructing displacement vector fields has been tested over the images of material under load with a substantial variation of the surface shape. Subsequent analysis has shown significant decrease of the average value of the end point error (as a widely approved benchmark). The efficiency of the proposed algorithm has been estimated and illustrated by implementing of various computational algorithms for optical flow.

Язык оригинала	Английский
Название основной публикации	Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures
Редакторы	Vasily M. Fomin, Victor E. Panin, Sergey G. Psakhie
Издатель	American Institute of Physics Inc.
Том	2051
ISBN (электронное издание)	9780735417779
DOI	https://doi.org/10.1063/1.5083549
Состояние	Опубликовано - 12 дек 2018
Событие	International Symposium on Hierarchical Materials: Development and Applications for New Technologies and Reliable Structures 2018 - Tomsk, Российская Федерация Продолжительность: 1 окт 2018 → 5 окт 2018

Конференция

Конференция	International Symposium on Hierarchical Materials: Development and Applications for New Technologies and Reliable Structures 2018
Страна	Российская Федерация
Город	Tomsk
Период	1.10.18 → 5.10.18

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ASJC Scopus subject areas

Physics and Astronomy(all)

Цитировать

Titkov, V. V., Panin, S. V., Lyubutin, P. S., & Eremin, A. V. (2018). Algorithm of digital image preprocessing for constructing displacement vector fields. В V. M. Fomin, V. E. Panin, & S. G. Psakhie (Ред.), Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures (Том 2051). [020306] American Institute of Physics Inc.. https://doi.org/10.1063/1.5083549

Algorithm of digital image preprocessing for constructing displacement vector fields. / Titkov, V. V.; Panin, S. V.; Lyubutin, P. S.; Eremin, A. V.

Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures. ред. / Vasily M. Fomin; Victor E. Panin; Sergey G. Psakhie. Том 2051 American Institute of Physics Inc., 2018. 020306.

Результат исследований: Материалы для книги/типы отчетов › Материалы для конференции

Titkov, VV, Panin, SV, Lyubutin, PS & Eremin, AV 2018, Algorithm of digital image preprocessing for constructing displacement vector fields. в VM Fomin, VE Panin & SG Psakhie (ред.), Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures. том. 2051, 020306, American Institute of Physics Inc., International Symposium on Hierarchical Materials: Development and Applications for New Technologies and Reliable Structures 2018, Tomsk, Российская Федерация, 1.10.18. https://doi.org/10.1063/1.5083549

Titkov VV, Panin SV, Lyubutin PS, Eremin AV. Algorithm of digital image preprocessing for constructing displacement vector fields. В Fomin VM, Panin VE, Psakhie SG, редакторы, Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures. Том 2051. American Institute of Physics Inc. 2018. 020306 https://doi.org/10.1063/1.5083549

Titkov, V. V. ; Panin, S. V. ; Lyubutin, P. S. ; Eremin, A. V. / Algorithm of digital image preprocessing for constructing displacement vector fields. Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures. редактор / Vasily M. Fomin ; Victor E. Panin ; Sergey G. Psakhie. Том 2051 American Institute of Physics Inc., 2018.

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AU - Titkov, V. V.

AU - Panin, S. V.

AU - Lyubutin, P. S.

AU - Eremin, A. V.

PY - 2018/12/12

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N2 - A new algorithm for digital image preprocessing has been proposed and tested, which is based on automated correction of pixel brightness. Algorithm for constructing displacement vector fields has been tested over the images of material under load with a substantial variation of the surface shape. Subsequent analysis has shown significant decrease of the average value of the end point error (as a widely approved benchmark). The efficiency of the proposed algorithm has been estimated and illustrated by implementing of various computational algorithms for optical flow.

AB - A new algorithm for digital image preprocessing has been proposed and tested, which is based on automated correction of pixel brightness. Algorithm for constructing displacement vector fields has been tested over the images of material under load with a substantial variation of the surface shape. Subsequent analysis has shown significant decrease of the average value of the end point error (as a widely approved benchmark). The efficiency of the proposed algorithm has been estimated and illustrated by implementing of various computational algorithms for optical flow.

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AN - SCOPUS:85059018970

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BT - Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures

A2 - Fomin, Vasily M.

A2 - Panin, Victor E.

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PB - American Institute of Physics Inc.

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Доступ к документу

10.1063/1.5083549