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

Krishna Mohan Buddhiraju, Biplab Banerjee

Anno: 2018
Rilegatura: Hardback
Pagine: 360 p.
Testo in English
Dimensioni: 235 x 156 mm
  • EAN: 9781482230307
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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.