Machine learning techniques in remote sensing data analysis

Bjorn Waske (1) , Mathieu Fauvel (2) , Jon Atli Benediktsson (1) , Jocelyn Chanussot (3)

1 University of Iceland [Reykjavik]
2 MISTIS - Modelling and Inference of Complex and Structured Stochastic Systems
3 GIPSA-SIGMAPHY - GIPSA - Signal Images Physique

Mots clés: machine learning techniques in remote sensing data analysis; machine learning algorithms in remote sensing and supervised classification; remote sensing challenges; remote sensing paradigms; feature extraction and feature selection and dimensionality reduction; Tasseled Cap Transformation; ISODATA (iterative self-organizing data analysis); neural networks (NN) in pattern recognition and remote sensing context; development in field of (supervised) classification machine learning concepts; machine learning (ML); artificial intelligence area and learning from data

Domaines: Traitement des images [eess.IV]

Bjorn Waske, Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot. Machine learning techniques in remote sensing data analysis. Gustavo Camps-Valls, Lorenzo Bruzzone. Kernel Methods for Remote Sensing Data Analysis, Wiley and Sons, 2009, 9780470722114. ⟨10.1002/9780470748992.ch1⟩. ⟨hal-00449466⟩