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001 9780429340369
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006 m d | |
007 cr |||||||||||
008 200612s2020 flu ob 001 0 eng
040 _aOCoLC-P
_beng
_erda
_cOCoLC-P
020 _a9780429340369
_q(ebook)
020 _a0429340362
_q(ebook)
020 _a9781000091540
_q(ePub ebook)
020 _a1000091546
_q(ePub ebook)
020 _a9781000091526
_q(PDF ebook)
020 _a100009152X
_q(PDF ebook)
020 _a9781000091533
_q(Mobipocket ebook)
020 _a1000091538
_q(Mobipocket ebook)
020 _z9780367355715
_q(hardback)
020 _z9780367355746
_q(paperback)
020 _z036735571X
024 7 _a10.1201/9780429340369
_2doi
035 _a(OCoLC)1173541732
_z(OCoLC)1162844723
_z(OCoLC)1164383633
035 _a(OCoLC-P)1173541732
050 0 0 _aG70.4
072 7 _aCOM
_x037000
_2bisacsh
072 7 _aTEC
_x010000
_2bisacsh
072 7 _aTEC
_x015000
_2bisacsh
072 7 _aRGW
_2bicssc
082 0 0 _a526.9/820285633
_223
100 1 _aKumar, Anil
_c(Engineer),
_eauthor.
245 1 0 _aFuzzy machine learning algorithms for remote sensing image classification /
_cAnil Kumar, A. Senthil Kumar, Priyadarshi Upadhyay.
250 _aFirst edition.
264 1 _aBoca Raton :
_bCRC Press,
_c2020.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bn
_2rdamedia
338 _aonline resource
_bnc
_2rdacarrier
505 0 _aMachine learning -- Ground truth data for remote sensing image classification -- Fuzzy classifiers -- Learning based classifiers -- Hybrid fuzzy classifiers -- Fuzzy classifiers for temporal data processing -- Assessment of accuracy for soft classification.
520 _a"This book covers the state of art image classification methods for discrimination of earth objects from remote sensing satellite data with an emphasis on fuzzy based learning methods including applications for preparing land cover classification outputs from actual satellite data. It provides details about the temporal indices database using proposed class-based sensor independent approach supported by practical examples. Fuzzy based algorithms with machine learning algorithms to prepare land cover maps is discussed. Accuracy assessment for soft classification outputs are included and all algorithms are supported by in-house developed tool as Sub-pixel Multi-spectral Image Classifier"--
_cProvided by publisher.
588 _aOCLC-licensed vendor bibliographic record.
650 0 _aRemote-sensing images
_xClassification.
650 0 _aRemote-sensing images
_xData processing.
650 0 _aMachine learning.
650 0 _aFuzzy algorithms.
650 7 _aCOMPUTERS / Machine Theory
_2bisacsh
650 7 _aTECHNOLOGY / Environmental Engineering & Technology
_2bisacsh
650 7 _aTECHNOLOGY / Imaging Systems
_2bisacsh
700 1 _aKumar, A. Senthil,
_eauthor.
700 1 _aUpadhyay, Priyadarshi,
_eauthor.
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/9780429340369
856 4 2 _3OCLC metadata license agreement
_uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999 _c74590
_d74590