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Emmanuel Monfrini

2 accepted papers

2017

Unsupervised learning of asymmetric high-order autoregressive stochastic volatility model

ICASSP 2017accepted

The object of this paper is to introduce a new estimation algorithm specifically designed for the latent high-order autoregressive models. It implements the concept of the filter-based maximum likelihood. Our approach is fully deterministic and is less computationally demanding than the traditional…

Cited by 0SourceScholar
2016

Detection of faint extended sources in hyperspectral data and application to HDF-S MUSE observations

ICASSP 2016accepted

Circum-Galactic Medium surrounding galaxies has been punctually detected, but its morphology remains largely unknown. The Multi-Unit Spectroscopic Explorer (MUSE) spectro-imager provides for the first time both spectral and spatial resolution to spatially map such features. The problem lies in the s…

Cited by 0SourceScholar