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001 646558
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035 _a(RuTPU)RU\TPU\network\11694
035 _aRU\TPU\network\11693
090 _a646558
100 _a20160303a2016 k y0engy50 ba
101 0 _aeng
105 _ay z 100zy
135 _adrcn ---uucaa
181 0 _ai
182 0 _ab
200 1 _aContent-Based Image Retrieval Using Color, Texture and Shape Features
_fA. A. Ponomarev [et al.]
203 _aText
_celectronic
225 1 _aInformation Technology, Data and Signal Processing
300 _aTitle screen
330 _aNowadays CBIR is getting more and more attention from organizations and researchers due to advances in digital imaging techniques. A lot of interest is getting paid to search images from large databases, as it is not only difficult and time-consuming task but sometimes frustrating for the users. This paper proposes the CBIR system based on color, texture and shape features. The proposed method employs the use of DCT and DWT along with Hierarchical k-means algorithm for faster retrieval of images. The efficiency of the given method is demonstrated by the results in the paper.
333 _aРежим доступа: по договору с организацией-держателем ресурса
461 0 _0(RuTPU)RU\TPU\network\11477
_tKey Engineering Materials
_oScientific Journal
463 0 _0(RuTPU)RU\TPU\network\11478
_tVol. 685 : High Technology: Research and Applications 2015 (HTRA 2015)
_oThe IV International Conference, April 21-24, 2015, Tomsk, Russia
_o[proceedings]
_fNational Research Tomsk Polytechnic University (TPU) ; ed. N. V. Martyushev, A. M. Bogdan
_v[P. 872-876]
_d2016
610 1 _aэлектронный ресурс
610 1 _aтруды учёных ТПУ
610 1 _aдискретные преобразования
610 1 _aвейвлет-преобразования
610 1 _aфильтрация
610 1 _aцифровые технологии
610 1 _aобработка
610 1 _aизображения
701 1 _aPonomarev
_bA. A.
_cspecialist in the field of informatics and computer technology
_cAssociate Professor of Tomsk Polytechnic University, Candidate of Technical Sciences
_f1979-
_gAleksey Anatolievich
_2stltpush
_3(RuTPU)RU\TPU\pers\32480
701 1 _aNalamvar
_bH. S.
_cspecialist in the field of automatic control
_cassistant of Tomsk Polytechnic University
_f1987-
_gHitesh Sanzhay
_2stltpush
_3(RuTPU)RU\TPU\pers\36316
701 1 _aBabakov
_bI.
701 1 _aParkhi
_bC. S.
701 1 _aBuddhawar
_bG.
712 0 2 _aНациональный исследовательский Томский политехнический университет (ТПУ)
_bИнститут кибернетики (ИК)
_bКафедра автоматики и компьютерных систем (АИКС)
_h125
_2stltpush
_3(RuTPU)RU\TPU\col\18698
712 0 2 _aНациональный исследовательский Томский политехнический университет (ТПУ)
_bИнститут кибернетики (ИК)
_bКафедра оптимизации систем управления (ОСУ)
_h127
_2stltpush
_3(RuTPU)RU\TPU\col\18702
801 2 _aRU
_b63413507
_c20160310
_gRCR
856 4 _uhttp://dx.doi.org/10.4028/www.scientific.net/KEM.685.872
942 _cCF