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M. Fauvel

8 papers hereh-index 307.8k citations110 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • eess.IV2
  • math.NA1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20122019
most citedHyperspectral unmixing with spectral variability using adaptive bundles and double sparsity

55 citations · 136 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CV2019★ 9 cited

Matrix cofactorization for joint spatial-spectral unmixing of hyperspectral images

Adrien Lagrange, Mathieu Fauvel, Stéphane May +1

Hyperspectral unmixing aims at identifying a set of elementary spectra and the corresponding mixture coefficients for each pixel of an image. As the elementary spectra correspond t…

cs.CV2019★ 7 cited

Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis

Adrien Lagrange, Mathieu Fauvel, Stéphane May +2

Supervised classification and representation learning are two widely used classes of methods to analyze multivariate images. Although complementary, these methods have been scarcel…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.