16 citations · 22 across the 7 of their papers we have counts for
3 papers · 1 filter
Channel-Based Attention for LCC Using Sentinel-2 Time Series
Hermann Courteille, A. Benoît, N Méger +2
Deep Neural Networks (DNNs) are getting increasing attention to deal with Land Cover Classification (LCC) relying on Satellite Image Time Series (SITS). Though high performances ca…
Wavelet Spatio-Temporal Change Detection on multi-temporal PolSAR images
Rodney Fonseca, Aluísio Pinheiro, Abdourrahmane Atto
We introduce WECS (Wavelet Energies Correlation Sreening), an unsupervised sparse procedure to detect spatio-temporal change points on multi-temporal SAR (POLSAR) images or even on…
Parametric Rectified Power Sigmoid Units: Learning Nonlinear Neural Transfer Analytical Forms
Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor +1
The paper proposes representation functionals in a dual paradigm where learning jointly concerns both linear convolutional weights and parametric forms of nonlinear activation func…