Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D

C Barajas-Solano, JM Ramirez, JIM Torre… - Journal of Visual …, 2023 - Elsevier
Spectral Videos (SV) contain a scene's spatial–spectral-time information. Just as with
Spectral Images (SI), SVs require expensive sensing hardware, storage plus high frame …

A method of reconstructing compressive spectral imaging with a complementary prior constraint

P Wang, J Li, C Qi, L Wang, F ping Wang - Optics Communications, 2024 - Elsevier
Compressed spectral imaging (CSI) is a technique for acquiring a cube of spectral image
data in a single snapshot. In this paper, we propose a reconstruction method for the CSI …

Spectral video compression using convolutional sparse coding

CA Barajas-Solano, JM Ramirez… - 2020 Data …, 2020 - ieeexplore.ieee.org
Spectral Videos (SV) are datasets containing spatial-spectral-and-temporal information of a
moving scene and this kind of information have been successfully used in medicine, remote …

Efficient algorithms for convolutional inverse problems in multidimensional imaging

D Doğan - 2020 - search.proquest.com
Computational imaging is the process of indirectly forming images from measurements
using image reconstruction algorithms that solve inverse problems. In many inverse …