{"id":1115,"date":"2025-03-09T15:51:04","date_gmt":"2025-03-09T15:51:04","guid":{"rendered":"http:\/\/newskbncran.ru\/?page_id=1115"},"modified":"2026-03-30T12:11:51","modified_gmt":"2026-03-30T11:11:51","slug":"26-6-4","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/26-6-4\/","title":{"rendered":"26.6.4"},"content":{"rendered":"\n

\u0413\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440 LUT \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0433\u043b\u0430\u0434\u043a\u043e\u0439 \u043a\u0443\u0441\u043e\u0447\u043d\u043e-\u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438<\/strong><\/h1>\n\n\n\n

\u041c. \u0410. \u041a\u0430\u0437\u0430\u043a\u043e\u0432<\/strong><\/p>\n\n\n\n

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\u0444\u0443\u043d\u043a\u0446\u0438\u0439 (Lookup Tables \u2013 LUT), \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044e\u0442 \u0432\u044b\u0441\u043e\u043a\u0443\u044e \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c. \u0414\u043b\u044f \u043f\u043e\u0434\u0431\u043e\u0440\u0430 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0442\u0430 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\u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u0434\u0431\u0438\u0440\u0430\u0442\u044c \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b.<\/p>\n\n\n\n

\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430:<\/em> <\/strong>Lookup Tables, \u0440\u0435\u043d\u0442\u0433\u0435\u043d\u043e\u0432\u0441\u043a\u0438\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f, \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439, \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0440\u0430\u0441\u0442\u0430<\/p>\n\n\n\n

\u0414\u043b\u044f \u0446\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/strong> \u041a\u0430\u0437\u0430\u043a\u043e\u0432 \u041c. \u0410. \u0413\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440 LUT \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0433\u043b\u0430\u0434\u043a\u043e\u0439 \u043a\u0443\u0441\u043e\u0447\u043d\u043e-\u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2024. \u0422. 26. \u2116 6. \u0421. 45\u201352. DOI: 10.35330\/1991-6639-2024-26-6-45-52<\/p>\n\n\n\n

\u0421\u043f\u0438\u0441\u043e\u043a \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/summary>\n
    \n
  1. Russo P. <\/em>Handbook of X-ray imaging: physics and technology. CRC Press, 2018. 1419 p.<\/li>\n\n\n\n
  2. Garrido G., Joshi P<\/em>. OpenCV 3.x with Python by example. Packt Publishing, 2018. 268 p.<\/li>\n\n\n\n
  3. Jain A.K.<\/em> Fundamentals of digital image processing. 1st edition, England: Pearson, 1989. 569 p.<\/li>\n\n\n\n
  4. Woods R.E., Gonzalez R.C. <\/em>Digital Image Processing. England: Pearson, 2021. 1022 p.<\/li>\n\n\n\n
  5. Gonzalez R.C.<\/em> Digital image processing. Pearson education India, 2009.<\/li>\n\n\n\n
  6. Yoon D.C. et al.<\/em> Digital radiographic image processing and analysis. Dental Clinics. 2018. Vol. 62. No. 3. Pp. 341\u2013359. DOI: 10.1016\/j.cden.2018.03.001<\/li>\n\n\n\n
  7. Freedman M.T., Artz D.S. <\/em>Image processing in digital radiography. Seminars in roentgenology. WB Saunders. 1997. Vol. 32. No. 1. Pp. 25\u201337. DOI: 10.1016\/s0037-198x(97)80033-8<\/li>\n\n\n\n
  8. Carroll Q.B. <\/em>Digital Radiography in Practice. Charles C Thomas Publisher, 2023.<\/li>\n\n\n\n
  9. Naidu S., Quadros A., Natekar A. et al.<\/em> Enhancement of X-ray images using various Image Processing Approaches. International Conference on Technological Advancements and Innovations (ICTAI). Tashkent, 2021. Pp. 115\u2013120. DOI: 10.1109\/ICTAI53825.2021.9673317<\/li>\n\n\n\n
  10. Modi J.<\/em> Look Up Tables in Radiography: Why Are They Useful? CE4RT.com, 1 Apr. 2023. https:\/\/ce4rt.com\/rad-tech-talk\/look-up-tables-in-radiography-what-are-they\/<\/li>\n\n\n\n
  11. Jo Y., Kim S.J. <\/em>Practical single-image super-resolution using look-up table. Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition. 2021. Pp. 691\u2013700.<\/li>\n\n\n\n
  12. \u041a\u0430\u0437\u0430\u043a\u043e\u0432 \u041c. \u0410. <\/em>\u041a\u043e\u043c\u0431\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u0432\u044b\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u043d\u0438\u044f \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0441 \u0432\u044b\u0441\u043e\u043a\u0438\u043c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d\u043e\u043c \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2023. \u2116 6 (116). \u0421. 160\u2013166. DOI: 10.35330\/1991-6639-2023-6-116-160-166<\/li>\n<\/ol>\n<\/details>\n\n\n\n
    \u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e\u0431 \u0430\u0432\u0442\u043e\u0440\u0435<\/summary>\n
    \n

    \u041a\u0430\u0437\u0430\u043a\u043e\u0432 \u041c\u0443\u0445\u0430\u043c\u0435\u0434 \u0410\u043d\u0430\u0442\u043e\u043b\u044c\u0435\u0432\u0438\u0447<\/strong>, \u043c\u043b. \u043d\u0430\u0443\u0447. \u0441\u043e\u0442\u0440. \u043e\u0442\u0434\u0435\u043b\u0430 \u043d\u0435\u0439\u0440\u043e\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0438 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u043e\u0439 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0438 \u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u2013 \u0444\u0438\u043b\u0438\u0430\u043b \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0439 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u0438 \u043d\u0430\u0443\u043a;
    360000, \u0420\u043e\u0441\u0441\u0438\u044f, \u0433. \u041d\u0430\u043b\u044c\u0447\u0438\u043a, \u0443\u043b. \u0428\u043e\u0440\u0442\u0430\u043d\u043e\u0432\u0430, 89 \u0410;
    kasakow.muchamed@gmail.com, ORCID: https:\/\/orcid.org\/0000-0002-5112-5079, SPIN-\u043a\u043e\u0434: 6983-1220<\/p>\n\n\n\n

    <\/p>\n\n\n\n

    <\/p>\n\n\n\n

    <\/p>\n\n\n\n

    <\/p>\n<\/div>\n<\/details>\n","protected":false},"excerpt":{"rendered":"

    \u0413\u0435\u043d\u0435\u0440\u0430\u0442\u043e\u0440 LUT \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0433\u043b\u0430\u0434\u043a\u043e\u0439 \u043a\u0443\u0441\u043e\u0447\u043d\u043e-\u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u041c. \u0410. \u041a\u0430\u0437\u0430\u043a\u043e\u0432 \u0417\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442 \u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f: \u041f\u0440\u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0435\u043d\u0442\u0433\u0435\u043d\u043e\u0432\u0441\u043a\u0438\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u0437\u0430\u0434\u0430\u0447\u0430 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0438 \u0441 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0435\u043c\u044b\u043c\u0438 \u0442\u043a\u0430\u043d\u044f\u043c\u0438 \u0438 \u0447\u0430\u0441\u0442\u044f\u043c\u0438 \u0442\u0435\u043b\u0430. \u0422\u0430\u043a \u043a\u0430\u043a \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0442\u043a\u0430\u043d\u0438 \u0438\u043c\u0435\u044e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0439 \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d \u043f\u043b\u043e\u0442\u043d\u043e\u0441\u0442\u0435\u0439, \u0442\u0440\u0435\u0431\u0443\u0435\u043c\u044b\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043c\u043e\u0436\u043d\u043e \u0434\u043e\u0431\u0438\u0442\u044c\u0441\u044f \u043f\u0443\u0442\u0435\u043c \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d\u0430 \u0434\u043b\u044f \u043f\u0438\u043a\u0441\u0435\u043b\u0435\u0439, \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1115","page","type-page","status-publish","hentry"],"yoast_head":"\n26.6.4 - 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