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

By Biplab Banerjee and Krishna Mohan Buddhiraju

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.

• Format: Hardcover
• Language: English
• ISBN: 1482230305
• ISBN13: 9781482230307
• Release Date: November 2018
• Publisher: CRC Press
• Length: 360 Pages