GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing

In this paper, a parallel implementation of a previously constrained hyperspectral coded aperture (CHYCA) algorithm for compressive sensing on graphics processing units (GPUs) is proposed. CHYCA method combines the ideas of spectral unmixing and compressive sensing exploiting the high spatial correl...

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Bibliographic Details
Main Author: Bernabé, Sérgio (author)
Other Authors: Martin, Gabriel (author), Nascimento, Jose (author), Bioucas-Dias, José M. (author), Plaza, Antonio (author), Silva, Vítor (author)
Format: conferenceObject
Language:eng
Published: 2019
Subjects:
Hyperspectral imaging
Compressive sensing (CS)
Coded aperture
Graphics processing units (GPUS)
Online Access:http://hdl.handle.net/10400.21/9528
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/9528

Internet

http://hdl.handle.net/10400.21/9528

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