| Analysis of High Spatial Resolution Remote Sensing Imagery: An Object Based Approach Contributor(s): Buddhiraju, Krishna Mohan (Author), Banerjee, Biplab (Author) |
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ISBN: 1482230305 ISBN-13: 9781482230307 Publisher: CRC Press OUR PRICE: $142.45 Product Type: Hardcover Published: November 2018 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Imaging Systems - Technology & Engineering | Remote Sensing & Geographic Information Systems |
| Physical Information: 360 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |