Sampling for Snapshot Compressive Imaging

Autor: Minghao Hu, Zongliang Wu, Qian Huang, Xin Yuan, David Brady
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Intelligent Computing, Vol 2 (2023)
Druh dokumentu: article
ISSN: 2771-5892
DOI: 10.34133/icomputing.0038
Popis: In this study, we compare interlaced and multiscale sampling of smooth manifolds for snapshot compressive imaging. With a particular focus on spectral, spatial, and temporal focal photographic imaging systems, we show that structured transformer networks enable the efficient integration of multiscale manifolds. In the applications considered here, transformer networks enable simpler and more target-specific sampling strategies for compressive tomography.
Databáze: Directory of Open Access Journals