Analysis of High Spatial Resolution Remote Sensing Imagery

An Object Based Approach

Krishna Mohan Buddhiraju, Biplab Banerjee (Autoren)

Buch | Hardcover

360 Seiten

2018
Apple Academic Press Inc. (Verlag)
978-1-4822-3030-7 (ISBN)

Infos

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.

Autor

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

Inhalt

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.

Produkt-Details

• 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
• Themenwelt: Technik
• ISBN-10: 1-4822-3030-5 / 1482230305
• ISBN-13: 978-1-4822-3030-7 / 9781482230307
• Zustand: Neuware