Kumar, Anil (Engineer) creator author. Kumar, A. Senthil author. Upadhyay, Priyadarshi author. text bibliography flu 2020 First edition. monographic eng 1 online resource "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"-- 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. Anil Kumar, A. Senthil Kumar, Priyadarshi Upadhyay. Remote-sensing images Classification Remote-sensing images Data processing Machine learning Fuzzy algorithms COMPUTERS / Machine Theory TECHNOLOGY / Environmental Engineering & Technology TECHNOLOGY / Imaging Systems G70.4 526.9/820285633 9780429340369 0429340362 9781000091540 1000091546 9781000091526 100009152X 9781000091533 1000091538 https://www.taylorfrancis.com/books/9780429340369 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf https://www.taylorfrancis.com/books/9780429340369 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf OCoLC-P 200612 20260210180850.0 9780429340369 eng