| Item type | Current location | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| Books | 621.3670285 CAN (Browse shelf) | Available | 032309 |
| 621.367015192 WIN Image analysis, random fields and Markov chain Monte Carlo methods : a mathematical introduction | 621.367015192 WIN Image analysis, random fields and Markov chain Monte Carlo methods : a mathematical introduction | 621.3670151922 DES Stochastic geometry for image analysis | 621.3670285 CAN Image analysis, classification and change detection in remote sensing | 621.3670285 DEM Image processing with MATLAB : applications in medicine and biology | 621.3670285 DOU Digital image processing methods | 621.3670285 DOU Introduction to real-time imaging |
Includes bibliographical references and index.
"This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programming examples. New in the fourth edition is an in-depth treatment of a recent Wishart distribution-based sequential change detection algorithm for polarimetric SAR image time series, as well as an introduction to deep learning in the context of supervised land-use classification. It includes Python (open source) versions of all of the main image analysis algorithms making it accessible to all readers"--
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