Analysis of High Spatial Resolution Remote Sensing Imagery
An Object Based Approach
Seiten
2018
Apple Academic Press Inc. (Verlag)
978-1-4822-3030-7 (ISBN)
Apple Academic Press Inc. (Verlag)
978-1-4822-3030-7 (ISBN)
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This book introduces a framework for analysis of high spatial resolution imagery with an object based approach. Starting with image pre-processing to deal with noise, the book presents a detailed survey of major image segmentation approaches—from simple thresholding to relatively advanced multi-resolution region extraction. Approaches to region indexing and a detailed discussion of classification techniques are presented along with examples of high-resolution image classification for extracting specific objects such as roads, buildings, vegetation, and land use/land cover maps.
Krishna Mohan Buddhiraju, Ph.D., is a Professor at the Centre of Studies in Resources Engineering, IIT Bombay, India. Dr. Biplab Banerjee, a current Post-doc researcher at the Image Group, GreyC Lab, CNRS UMR-6072, Caen, France
Introduction. Basic Tools and Techniques. A Framework for High Spatial Resolution Image Analysis. Object Based Image Classification. Case Studies. Object Based Image Analysis Using eCognition Software. References. Index.
Erscheint lt. Verlag | 4.3.2021 |
---|---|
Zusatzinfo | 175 Illustrations, black and white |
Verlagsort | Oakville |
Sprache | englisch |
Maße | 156 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Technik | |
ISBN-10 | 1-4822-3030-5 / 1482230305 |
ISBN-13 | 978-1-4822-3030-7 / 9781482230307 |
Zustand | Neuware |
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