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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Detalhes bibliográficos
Autor principal: Bernabé, Sérgio (author)
Outros Autores: Martin, Gabriel (author), Nascimento, Jose (author), Bioucas-Dias, José M. (author), Plaza, Antonio (author), Silva, Vítor (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2019
Assuntos:
Hyperspectral imaging
Compressive sensing (CS)
Coded aperture
Graphics processing units (GPUS)
Texto completo:http://hdl.handle.net/10400.21/9528
País:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/9528

Texto Completo

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

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