ISTE-WILEY, Encyclopedia: SCIENCES, Book information

1. Title (UK edition by Wiley): Change Detection and Image Time-Series Analysis

2. Titre (édition française par ISTE) : Détection de Changements et Analyse des Séries Temporelles d’Images

Date published (forthcoming) 2021. Editors:

Abdourrahmane M. ATTO Université Savoie Mont Blanc, France

Francesca BOVOLO Fondazione Bruno Kessler, Italy

Lorenzo BRUZZONE Università degli Studi di Trento, Italy

Volume 1°/ UNSUPERVISED METHODS

(Chapter 1) Unsupervised Change Detection in Multitemporal Remote Sensing Images

(Authors) Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Qian Du, Xiaohua Tong

(Chapter 2) Change detection in polarimetric SAR data over two or more time points

(Authors) Knut Conradsen, Henning Skriver, Morton J. Canty, Allan A. Nielsen

(Chapter 3) An Overview of Covariance-based Change Detection Methodologies in Multivariate SAR Image Time Series

(Authors) Ammar Mian, Guillaume Ginolhac, Jean Philippe Ovarlez, Arnaud Breloy, Frédéric Pascal

(Chapter 4) Unsupervised Functional Information Clustering in Extreme Environments from Filter Banks and Relative Entropy

(Authors) Abdourrahmane M. Atto, Fatima Karbou, Sophie Giffard-Roisin, Lionel Bombrun

(Chapter 5) Thresholds and Distances to Better Detect Wet Snow Over Mountains with Sentinel-1 Image Time Series

(Authors) Fatima Karbou, Guillaume James, Philippe Durand, Abdourrahmane M. Atto

(Chapter 6) Fractional Field Image Time Series Modelling and Application to Cyclone Tracking

(Authors) Abdourrahmane M. Atto, Alusio Pinheiro, Guillaume Ginolhac, Pedro A. Morettin

(Chapter 7) Graph of characteristic points for texture tracking: application to change detection and glacier flow measurement from SAR images

(Authors) Minh-Tan Pham, Grégoire Mercier

(Chapter 8) Multitemporal analysis of Sentinel-1/2 images for landuse monitoring at regional scale

(Authors) Andrea Garzelli, Claudia Zoppetti

(Chapter 9) Statistical difference models for change detection in multispectral images

(Authors) Massimo Zanetti, Francesca Bovolo, Lorenzo Bruzzone

Volume 2°/ SUPERVISED METHODS

(Chapter 1) Hierarchical Markov random fields for high resolution land cover classification of multisensor and multiresolution image time series

(Authors) Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

(Chapter 2) Pixel-based classification techniques for Satellite Image Time Series

(Authors) Charlotte Pelletier, Silvia Valero

(Chapter 3) Semantic Analysis of Satellite Image Time Series

(Authors) Corneliu Octavian Dumitru, Mihai Datcu

(Chapter 4) Optical satellite image time series analysis for environment applications: from classical methods to deep learning and beyond

(Authors) Matthieu Molinier, Jukka Miettinen, Dino Ienco, Shi Qiu, Zhe Zhu

(Chapter 5) A Review on Multi-temporal Earthquake Damage Assessment Using Satellite Images

(Authors) Enes Oğuzhan Alataş, Gülşen Taşkın

(Chapter 6) Multiclass Multilabel Change of State Transfer Learning from Image Time Series

(Authors) Abdourrahmane M. Atto, Héla Hadhri, Flavien Vernier, Emmanuel Trouvé