Algorithm of digital image preprocessing for constructing displacement vector fields

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publicationProceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures
EditorsVasily M. Fomin, Victor E. Panin, Sergey G. Psakhie
PublisherAmerican Institute of Physics Inc.
Volume2051
ISBN (Electronic)9780735417779
DOIs
Publication statusPublished - 12 Dec 2018
EventInternational Symposium on Hierarchical Materials: Development and Applications for New Technologies and Reliable Structures 2018 - Tomsk, Russian Federation
Duration: 1 Oct 20185 Oct 2018

Conference

ConferenceInternational Symposium on Hierarchical Materials: Development and Applications for New Technologies and Reliable Structures 2018
CountryRussian Federation
CityTomsk
Period1.10.185.10.18

Fingerprint

preprocessing
brightness
pixels

ASJC Scopus subject areas

  • Physics and Astronomy(all)

Cite this

Titkov, V. V., Panin, S. V., Lyubutin, P. S., & Eremin, A. V. (2018). Algorithm of digital image preprocessing for constructing displacement vector fields. In V. M. Fomin, V. E. Panin, & S. G. Psakhie (Eds.), Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures (Vol. 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. ed. / Vasily M. Fomin; Victor E. Panin; Sergey G. Psakhie. Vol. 2051 American Institute of Physics Inc., 2018. 020306.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Titkov, VV, Panin, SV, Lyubutin, PS & Eremin, AV 2018, Algorithm of digital image preprocessing for constructing displacement vector fields. in VM Fomin, VE Panin & SG Psakhie (eds), Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures. vol. 2051, 020306, American Institute of Physics Inc., International Symposium on Hierarchical Materials: Development and Applications for New Technologies and Reliable Structures 2018, Tomsk, Russian Federation, 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. In Fomin VM, Panin VE, Psakhie SG, editors, Proceedings of the Advanced Materials with Hierarchical Structure for New Technologies and Reliable Structures. Vol. 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. editor / Vasily M. Fomin ; Victor E. Panin ; Sergey G. Psakhie. Vol. 2051 American Institute of Physics Inc., 2018.
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