Change Detection and Image Time Series Analysis 2, 2nd Edition
supervised methods
$416.70
- Hardcover
272 pages
- Release Date
6 December 2021
Summary
Unveiling Earth’s Secrets: Change Detection and Image Time Series Analysis
Change Detection and Image Time Series Analysis 2 presents supervised machine-learning-based methods for temporal evolution analysis by using image time series associated with Earth observation data.
Chapter 1 addresses the fusion of multisensor, multiresolution and multitemporal data. It proposes two supervised solutions that are based on a Markov random field: the first relies on a quad-tre…
Book Details
| ISBN-13: | 9781789450576 |
|---|---|
| ISBN-10: | 1789450578 |
| Author: | Abdourrahmane M. Atto, Francesca Bovolo, Lorenzo Bruzzone |
| Publisher: | ISTE Ltd |
| Imprint: | ISTE Ltd |
| Format: | Hardcover |
| Number of Pages: | 272 |
| Edition: | 2nd |
| Release Date: | 6 December 2021 |
| Weight: | 454g |
| Dimensions: | 10mm x 10mm x 10mm |
About The Author
Abdourrahmane M. Atto
Abdourrahmane M. Atto is Associate Professor at the University Savoie Mont Blanc, France. His research interests include mathematical methods and models for artificial intelligence and image time series.
Francesca Bovolo is the Head of the Remote Sensing for Digital Earth Unit, Fondazione Bruno Kessler, Italy. Her research interests include remote sensing image time series analysis, content-based time series retrieval and radar sounders.
Lorenzo Bruzzone is Professor of Telecommunications and the Founder and Director of the Remote Sensing Laboratory at the University of Trento, Italy. His research interests include remote sensing, machine learning and pattern recognition.
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