l-net: Reconstruct hyperspectral images from a snapshot measurement

X Miao, X Yuan, Y Pu… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
We propose the l-net, which reconstructs hyperspectral images (eg, with 24 spectral
channels) from a single shot measurement. This task is usually termed snapshot …

[HTML][HTML] Hyperspectral imaging in color vision research: tutorial

DH Foster, K Amano - JOSA A, 2019 - opg.optica.org
This tutorial offers an introduction to terrestrial and close-range hyperspectral imaging and
some of its uses in human color vision research. The main types of hyperspectral cameras …

Adaptive Fourier single-pixel imaging based on directional energy continuity in high frequencies

J Yao, Z Jiang, X Lv, Q Peng, X Zhao, L Song - Optics and Lasers in …, 2023 - Elsevier
Fourier single-pixel imaging (FSI) technology has attracted wide attention for its high
imaging efficiency and broad applicability. However, the existing sampling methods cannot …

Sparse Fourier single-pixel imaging

M Wenwen, S Dongfeng, H Jian, Y Kee, W Yingjian… - Optics express, 2019 - opg.optica.org
Fourier single-pixel imaging is one of the main single-pixel imaging techniques. To improve
the imaging efficiency, some of the recent method typically select the low-frequency and …

Coupled deep learning coded aperture design for compressive image classification

J Bacca, L Galvis, H Arguello - Optics express, 2020 - opg.optica.org
A coupled deep learning approach for coded aperture design and single-pixel
measurements classification is proposed. A whole neural network is trained to …

Middle output regularized end-to-end optimization for computational imaging

R Jacome, P Gomez, H Arguello - Optica, 2023 - opg.optica.org
Optical coding is an essential technique in computational imaging (CI) that allows high-
dimensional signal sensing through post-processed coded projections to decode the …

DUF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion

R Jacome, J Bacca, H Arguello - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
Compressive spectral imaging (CSI) has attracted significant attention since it employs
synthetic apertures to codify spatial and spectral information, sensing only 2D projections of …

Fast parallel implementation of dual-camera compressive hyperspectral imaging system

S Zhang, H Huang, Y Fu - … on Circuits and Systems for Video …, 2018 - ieeexplore.ieee.org
Coded aperture snapshot spectral imager (CASSI) provides a potential solution to recover
the 3D hyperspectral image (HSI) from a single 2D measurement. The latest proposed …

Temporal colored coded aperture design in compressive spectral video sensing

KM León-López, LVG Carreno… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Compressive spectral video sensing (CSVS) systems obtain spatial, spectral, and temporal
information of a dynamic scene through the encoding of the incoming light rays by using a …

Joint sparse and low rank recovery algorithm for compressive hyperspectral imaging

T Gelvez, H Rueda, H Arguello - Applied optics, 2017 - opg.optica.org
Compressive spectral imaging techniques encode and disperse a hyperspectral image
(HSI) to sense its spatial and spectral information with few bidimensional (2D) multiplexed …