{"id":1488,"date":"2025-03-24T14:06:46","date_gmt":"2025-03-24T14:06:46","guid":{"rendered":"http:\/\/newskbncran.ru\/?page_id=1488"},"modified":"2026-04-13T10:34:18","modified_gmt":"2026-04-13T09:34:18","slug":"27-1-15","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/27-1-15\/","title":{"rendered":"27.1.15"},"content":{"rendered":"\n

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\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430:<\/strong><\/em> \u0437\u0430\u0434\u0430\u0447\u0430 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432, YOLO, \u0432\u0435\u0439\u0432\u043b\u0435\u0442-\u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435, \u043d\u0430\u0434\u0432\u043e\u0434\u043d\u044b\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u044b, \u0434\u0440\u043e\u043d\u044b, \u0443\u0441\u043b\u043e\u0432\u0438\u0435 \u043f\u043b\u043e\u0445\u043e\u0439 \u0432\u0438\u0434\u0438\u043c\u043e\u0441\u0442\u0438<\/p>\n\n\n\n

\u0414\u043b\u044f \u0446\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/strong> \u041d\u0433\u0443\u0435\u043d \u0422. K., \u041d\u0433\u0443\u0435\u043d \u041c. \u0422. \u0417\u0430\u0434\u0430\u0447\u0430 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u043d\u0430\u0434\u0432\u043e\u0434\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u043f\u043b\u043e\u0445\u043e\u0439 \u0432\u0438\u0434\u0438\u043c\u043e\u0441\u0442\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. 2025. \u0422. 27. \u2116 1. \u0421. 171\u2013180. DOI: 10.35330\/1991-6639-2025-27-1-171-180<\/p>\n\n\n\n

\u0421\u043f\u0438\u0441\u043e\u043a \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/strong><\/summary>\n
    \n
  1. Wang Z., Wang G., Yang W. Aircraft detection in remote sensing imagery with lightweight feature pyramid network. MIPPR 2019: Automatic Target Recognition and Navigation<\/em>. 2020. Vol. 11429. Pp. 365\u2013369. DOI: 10.1117\/12.2539372<\/a><\/li>\n\n\n\n
  2. \u0411\u043e\u043d\u0434\u0430\u0440\u0435\u043d\u043a<\/em>\u043e<\/em> \u0412.<\/em> <\/em>\u0410., \u041f\u0430\u0432\u043b\u043e\u0432\u0430<\/em> <\/em>\u0412.<\/em> <\/em>\u0410., \u0422\u0443\u043f\u0438\u043a\u043e\u0432<\/em> <\/em>\u0412.<\/em> <\/em>\u0410., \u0425\u043e\u043b\u043e\u0434<\/em> <\/em>\u041d.<\/em> <\/em>\u0413<\/em>. \u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0432\u043e\u0433\u043e \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043d\u0430\u0434\u0432\u043e\u0434\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u0422\u0443\u043b\u0413\u0423. \u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043d\u0430\u0443\u043a\u0438. 2021. \u2116 1. C. 19\u201333. EDN: LBWTUH<\/a><\/li>\n\n\n\n
  3. Zhang Q., Benveniste A. Wavelet networks. IEEE Transactions on Neural Networks<\/em>. 1992. Vol. 3. No. 6. Pp. 889\u2013898.<\/li>\n\n\n\n
  4. De Silva D.D.N., Fernando S., Piyatilake I.T.S., Karunarathne A.V.S. Wavelet based edge feature enhancement for convolutional neural networks. Eleventh International Conference on Machine Vision (ICMV 2018).<\/em> 2019. Vol. 11041. DOI: 10.1117\/12.2522849<\/a><\/li>\n\n\n\n
  5. Bahdanau  D.,  Cho  K.,  Bengio  Y.  Neural  Machine  Translation  by  Jointly  Learning to Align  and Translate. International  Conference  on  Learning  Representations.  <\/em>ICLR  2015.  DOI: 10.48550\/arXiv.1409.0473<\/li>\n\n\n\n
  6. Niu Z., Zhong G., Yu H. A review on the attention mechanism of deep learning. Neurocomputing, 2021. Vol. 452. Pp. 48\u201362. DOI: 10.1016\/j.neucom.2021.03.091<\/a><\/li>\n\n\n\n
  7. Muhammad Y. What is Yolov8: an in-depth exploration of the Internal features of the next-generation object detector. Computer Vision and Pattern Recognition.<\/em> August 29, 2024.  <\/strong>DOI: <\/strong>10.48550\/arXiv.2408.15857<\/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\u0430\u0445<\/strong><\/summary>\n

    \u041d\u0433\u0443\u0435\u043d \u0422\u0445\u0430\u043d\u044c \u041a\u043e\u043d\u0433<\/strong>, \u0430\u0441\u043f\u0438\u0440\u0430\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c, \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u041c\u0418\u0420\u042d\u0410;<\/p>\n\n\n\n

    119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u041f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<\/p>\n\n\n\n

    congvietnam@mail.ru<\/a>,  ORCID: https:\/\/orcid.org\/<\/a> 0009-0005-9719-8731<\/p>\n\n\n\n

    \u041d\u0433\u0443\u0435\u043d \u041c\u0438\u043d\u044c \u0422\u044b\u043e\u043d\u0433<\/strong>, \u043a\u0430\u043d\u0434. \u0442\u0435\u0445\u043d. \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0438, \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u041c\u0418\u0420\u042d\u0410;<\/p>\n\n\n\n

    119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u041f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<\/p>\n\n\n\n

    nguen_m@mirea.ru<\/a>, ORCID: https:\/\/orcid.org\/0009-0002-7267-1121, SPIN-\u043a\u043e\u0434: 5480-9970<\/p>\n<\/details>\n","protected":false},"excerpt":{"rendered":"

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