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20172024
most citedData-Driven Sensor Selection Method Based on Proximal Optimization for High-Dimensional Data With Correlated Measurement Noise

29 citations · 42 across the 9 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

eess.SP2019

A Constrained Convex Optimization Approach to Hyperspectral Image Restoration with Hybrid Spatio-Spectral Regularization

Saori Takeyama, Shunsuke Ono, Itsuo Kumazawa

We propose a new constrained optimization approach to hyperspectral (HS) image restoration. Most existing methods restore a desirable HS image by solving some optimization problem,…

cs.DL2019

TrendNets: Mapping Emerging Research Trends From Dynamic Co-Word Networks via Sparse Representation

Marie Katsurai, Shunsuke Ono

Mapping the knowledge structure from word co-occurrences in a collection of academic papers has been widely used to provide insight into the topic evolution in an arbitrary researc…