ISBN-10:
1482230305
ISBN-13:
9781482230307
Pub. Date:
02/25/2021
Publisher:
Taylor & Francis
Analysis of High Spatial Resolution Remote Sensing Imagery: An Object Based Approach / Edition 1

Analysis of High Spatial Resolution Remote Sensing Imagery: An Object Based Approach / Edition 1

by Krishna Mohan Buddhiraju, Biplab BanerjeeKrishna Mohan Buddhiraju

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Overview

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.

Product Details

ISBN-13: 9781482230307
Publisher: Taylor & Francis
Publication date: 02/25/2021
Pages: 360
Product dimensions: 6.12(w) x 9.25(h) x (d)

About the Author

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

Table of Contents

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.

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