03244cam a22006258i 4500 9780429340369 FlBoTFG 20260210180850.0 m d | | cr ||||||||||| 200612s2020 flu ob 001 0 eng OCoLC-P eng rda OCoLC-P 9780429340369 (ebook) 0429340362 (ebook) 9781000091540 (ePub ebook) 1000091546 (ePub ebook) 9781000091526 (PDF ebook) 100009152X (PDF ebook) 9781000091533 (Mobipocket ebook) 1000091538 (Mobipocket ebook) 9780367355715 (hardback) 9780367355746 (paperback) 036735571X 10.1201/9780429340369 doi (OCoLC)1173541732 (OCoLC)1162844723 (OCoLC)1164383633 (OCoLC-P)1173541732 G70.4 COM 037000 bisacsh TEC 010000 bisacsh TEC 015000 bisacsh RGW bicssc 526.9/820285633 23 Kumar, Anil (Engineer), author. Fuzzy machine learning algorithms for remote sensing image classification / Anil Kumar, A. Senthil Kumar, Priyadarshi Upadhyay. First edition. Boca Raton : CRC Press, 2020. 1 online resource text txt rdacontent computer n rdamedia online resource nc rdacarrier Machine 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. "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"-- Provided by publisher. OCLC-licensed vendor bibliographic record. Remote-sensing images Classification. Remote-sensing images Data processing. Machine learning. 1623 Fuzzy algorithms. COMPUTERS / Machine Theory bisacsh TECHNOLOGY / Environmental Engineering & Technology bisacsh TECHNOLOGY / Imaging Systems bisacsh Kumar, A. Senthil, author. Upadhyay, Priyadarshi, author. Taylor & Francis https://www.taylorfrancis.com/books/9780429340369 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf 92999 92998