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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 0Source ↗Scholar ↗
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 0Source ↗Scholar ↗