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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">zhps</journal-id><journal-title-group><journal-title xml:lang="ru">Журнал прикладной спектроскопии</journal-title><trans-title-group xml:lang="en"><trans-title>Zhurnal Prikladnoii Spektroskopii</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0514-7506</issn><publisher><publisher-name>B. I. Stepanov Institute of Physics of the National Academy of Sciences</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">zhps-630</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>АННОТАЦИИ АНГЛОЯЗЫЧНЫХ СТАТЕЙ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ABSTRACTS ENGLISH-LANGUAGE ARTICLES</subject></subj-group></article-categories><title-group><article-title>МЕТОД ОЦЕНКИ ЧИСЛА СМЕШАННЫХ СПЕКТРАЛЬНЫХ КОНЕЧНЫХ ЭЛЕМЕНТОВ НА ОСНОВЕ РАСШИРЕННОГО АЛГОРИТМА ПРОСТРАНСТВЕННОГО СПЕКТРАЛЬНОГО СОГЛАСОВАНИЯ</article-title><trans-title-group xml:lang="en"><trans-title>METHOD FOR ESTIMATING THE NUMBER OF MIXED SPECTRAL ENDMEMBERS BASED ON FEATURE-ENHANCED SPATIAL SPECTRAL MATCHING ALGORITHM</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Li</surname><given-names>Q.</given-names></name><name name-style="western" xml:lang="en"><surname>Li</surname><given-names>Qingbo</given-names></name></name-alternatives><bio xml:lang="ru"><p>округ Хайдянь, Пекин, 100191</p></bio><bio xml:lang="en"><p>School of Instrumentation and Optoelectronic Engineering, Precision Opto-Mechatronics Technology Key Laboratory of Education Ministry, Haidian District</p></bio><email xlink:type="simple">qbleebuaa@buaa.edu.cn</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Wang</surname><given-names>Q.</given-names></name><name name-style="western" xml:lang="en"><surname>Wang</surname><given-names>Qi</given-names></name></name-alternatives><bio xml:lang="ru"><p>округ Хайдянь, Пекин, 100191</p></bio><bio xml:lang="en"><p>School of Instrumentation and Optoelectronic Engineering, Precision Opto-Mechatronics Technology Key Laboratory of Education Ministry, Haidian District</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Shi</surname><given-names>Sh.</given-names></name><name name-style="western" xml:lang="en"><surname>Shi</surname><given-names>Shaolin</given-names></name></name-alternatives><bio xml:lang="ru"><p>округ Хайдянь, Пекин, 100191</p></bio><bio xml:lang="en"><p>School of Instrumentation and Optoelectronic Engineering, Precision Opto-Mechatronics Technology Key Laboratory of Education Ministry, Haidian District</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Университет Бейхан</institution></aff><aff xml:lang="en"><institution>Beihang University</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>08</day><month>05</month><year>2020</year></pub-date><volume>87</volume><issue>2</issue><elocation-id>350(1)-350(7)</elocation-id><permissions><copyright-statement>Copyright &amp;#x00A9; Li Q., Wang Q., Shi S., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Li Q., Wang Q., Shi S.</copyright-holder><copyright-holder xml:lang="en">Li Q., Wang Q., Shi S.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://zhps.ejournal.by/jour/article/view/630">https://zhps.ejournal.by/jour/article/view/630</self-uri><abstract><p>Предлагается алгоритм согласования кривой степенного спектрального распределения, основанный на характеристиках компонентов космической цели. Средняя точность предложенного алгоритма выше, чем алгоритмов Харсаньи–Фарранда–Чанга и Хайсима. Эксперименты проводились для случая, когда число смешиваемых спектральных полос достаточно мало. Результаты показывают, что число конечных спектральных элементов может быть оценено точно в пределах от трех до восьми. Алгоритм пригоден для оценки числа конечных спектральных элементов космической цели.</p></abstract><trans-abstract xml:lang="en"><p>Based on the characteristics of space target components, this paper proposes a spectral in-degree distribution curve-matching algorithm. Simulation experiments showed the average accuracy of the proposed algorithm is improved in comparison with the Harsanyi–Farrand–Chang and HySime algorithms. The simulation experiments were performed for a case in which the number of mixed spectral bands was reasonably small. The results showed the number of endmembers could be estimated accurately when the number of endmembers was three to eight. The algorithm proposed in this paper is suitable for estimating the number of endmembers of a space target.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>внутренняя размерность</kwd><kwd>степенная величина</kwd><kwd>алгоритм k-ближайших соседей</kwd><kwd>спектральное согласование</kwd><kwd>оценка числа конечных спектральных элементов</kwd></kwd-group><kwd-group xml:lang="en"><kwd>intrinsic dimension</kwd><kwd>in-degree value</kwd><kwd>K-nearest neighbor</kwd><kwd>spectral matching</kwd><kwd>endmember number estimation</kwd></kwd-group><funding-group><funding-statement xml:lang="en">This work was supported by the National Natural Science Foundation of the P.R. China under Grant No. 61575015.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">R. Heylen, P. Scheunders, IEEE J. Select. Top. Appl. Earth Observ. Rem. 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