N. Saito

activity

20172025

most citedThe Use of Mutual Coherence to Prove

ℓ^{1} / ℓ^{0}

-Equivalence in Classification Problems

1 citations · 2 across the 3 of their papers we have counts for

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2 papers · 1 filter

cs.CV2019★ 1 cited

The Use of Mutual Coherence to Prove $ℓ^{1} / ℓ^{0}$ -Equivalence in Classification Problems

Chelsea Weaver, Naoki Saito

We consider the decomposition of a signal over an overcomplete set of vectors. Minimization of the $ℓ^{1}$ -norm of the coefficient vector can often retrieve the sparsest solution…

cs.CV2017

Underwater object classification using scattering transform of sonar signals

Naoki Saito, David S. Weber

In this paper, we apply the scattering transform (ST), a nonlinear map based off of a convolutional neural network (CNN), to classification of underwater objects using sonar signal…

The Use of Mutual Coherence to Prove ℓ1/ℓ0-Equivalence in Classification Problems

Underwater object classification using scattering transform of sonar signals

The Use of Mutual Coherence to Prove $ℓ^{1} / ℓ^{0}$ -Equivalence in Classification Problems