Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification
Publisher: Taylor & Francis Group
Published: 2020
Language: eng
Number of pages: 194
ISBN-13: 9780429340369
Description: "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"--