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20052026
most citedDeep Learning for Classification of Hyperspectral Data: A Comparative Review

687 citations

Showing 2019Show all

6 papers · 1 filter

math.FA20194 cited

Hyperbolic wavelet analysis of classical isotropic and anisotropic Besov-Sobolev spaces

M. Schäfer, T. Ullrich, B. Vedel

In this paper we introduce new function spaces which we call anisotropic hyperbolic Besov and Triebel-Lizorkin spaces. Their definition is based on a hyperbolic Littlewood-Paley an…

eess.IV2019

Spatial-Frequency Domain Nonlocal Total Variation for Image Denoising

Haijuan Hu, Jacques Froment, Baoyan Wang +1

Following the pioneering works of Rudin, Osher and Fatemi on total variation (TV) and of Buades, Coll and Morel on non-local means (NL-means), the last decade has seen a large numb…

cs.DM2019

On the separation of shape and temporal patterns in time series -Application to signature authentication-

Pierre-François Marteau

In this article we address the problem of separation of shape and time components in time series. The concept ofshape that we tackle is termed temporally neutral to consider that i…

cs.LG2019687 cited

Deep Learning for Classification of Hyperspectral Data: A Comparative Review

Nicolas Audebert, Bertrand Saux, Sébastien Lefèvre

In recent years, deep learning techniques revolutionized the way remote sensing data are processed. Classification of hyperspectral data is no exception to the rule, but has intrin…

math.NT2019

A Real eigenvector of Circulant matrices and a conjecture of Ryser

Luis H. Gallardo

We prove that there is no circulant Hadamard matrix with first row of order , under a condition about a sum of scalar products of rows of two other…

math.PR2019

On -convergence of the Biggins martingale with complex parameter

Alexander Iksanov, Xingang Liang, Quansheng Liu

We prove necessary and sufficient conditions for the -convergence, , of the Biggins martingale with complex parameter in the supercritical branching random walk. The resu…