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Change Detection and Image Time-Series Analysis 1 (eBook, PDF)

Unsupervised Methods

Redaktion: Atto, Abdourrahmane M.; Bruzzone, Lorenzo; Bovolo, Francesca
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Change Detection and Image Time Series Analysis 1 presents a wide range of unsupervised methods for temporal evolution analysis through the use of image time series associated with optical and/or synthetic aperture radar acquisition modalities. Chapter 1 introduces two unsupervised approaches to multiple-change detection in bi-temporal multivariate images, with Chapters 2 and 3 addressing change detection in image time series in the context of the statistical analysis of covariance matrices. Chapter 4 focuses on wavelets and convolutional-neural filters for feature extraction and entropy-based...

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