216 citations · 552 across the 14 of their papers we have counts for
3 papers · 1 filter
Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies
Antoine Deleforge, Florence Forbes, Sileye Ba +1
Hyper-spectral data can be analyzed to recover physical properties at large planetary scales. This involves resolving inverse problems which can be addressed within machine learnin…
Clustering using skewed multivariate heavy tailed distributions with flexible tail behaviour
Darren Wraith, Florence Forbes
The family of location and scale mixtures of Gaussians has the ability to generate a number of flexible distributional forms. It nests as particular cases several important asymmet…
Acoustic Space Learning for Sound Source Separation and Localization on Binaural Manifolds
Antoine Deleforge, Florence Forbes, Radu Horaud
In this paper we address the problems of modeling the acoustic space generated by a full-spectrum sound source and of using the learned model for the localization and separation of…