Single-pixel hyperspectral imaging via an untrained convolutional neural network

CH Wang, HZ Li, SH Bie, RB Lv, XH Chen - Photonics, 2023 - mdpi.com
Single-pixel hyperspectral imaging (HSI) has received a lot of attention in recent years due
to its advantages of high sensitivity, wide spectral ranges, low cost, and small sizes. In this …

Close encounters of the binary kind: Signal reconstruction guarantees for compressive Hadamard sampling with Haar wavelet basis

A Moshtaghpour, JM Bioucas-Dias… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We investigate the problems of 1-D and 2-D signal recovery from subsampled Hadamard
measurements using Haar wavelet as a sparsity inducing prior. These problems are of …

Photon-noise: is a single-pixel camera better than point scanning? A signal-to-noise ratio analysis for Hadamard and Cosine positive modulation

C Scotté, F Galland, H Rigneault - Journal of Physics: Photonics, 2023 - iopscience.iop.org
In a single-pixel camera, an unknown object is sequentially illuminated by intensity patterns.
The total reflected or transmitted intensity is summed in a single-pixel detector from which …

Standoff Detection of Explosives using Compressive sensing enabled Raman Spectral Imaging

S Majumder, S Gupta, MK Mathuria… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Raman spectral imaging finds extensive application across diverse domains, including
medical science, pharmaceuticals, and chemical detection. Acquiring multidimensional …

A variable density sampling scheme for compressive Fourier transform interferometry

A Moshtaghpour, L Jacques, V Cambareri… - SIAM journal on imaging …, 2019 - SIAM
Fourier transform interferometry (FTI) is an appealing hyperspectral (HS) imaging modality
for many applications demanding high spectral resolution, eg, in fluorescence microscopy …

Compressive single-pixel Fourier transform imaging using structured illumination

A Moshtaghpour, JM Bioucas-Dias… - ICASSP 2019-2019 …, 2019 - ieeexplore.ieee.org
Single Pixel (SP) imaging is now a reality in many applications, eg, biomedical ultrathin
endoscope and fluorescent spectroscopy. In this context, many schemes exist to improve the …

Signal-to-noise ratio analysis of single-pixel detection multiplexing under photon-noise. Cases of Hadamard and Cosine positive modulation

C Scotté, F Galland, H Rigneault - arxiv preprint arxiv:2204.06308, 2022 - arxiv.org
In typical single-pixel detection multiplexing, an unknown object is sequentially illuminated
with intensity patterns: the total signal is summed into a single-pixel detector and is then …

[PDF][PDF] Computational interferometry for hyperspectral imaging

A Moshtaghpour - 2019 - dial.uclouvain.be
The idea of capturing hundreds to thousands images of an object, eg, biological specimen,
in different wavelengths has attracted decades of research under the name of HyperSpectral …

[PDF][PDF] Performance of compressive sensing for Hadamard-Haar systems

A Moshtaghpour, J Bioucas-Dias… - Proc. Signal Process …, 2019 - dial.uclouvain.be
We study the problem of image recovery from subsampled Hadamard measurements using
Haar wavelet sparsity prior. This problem is of interest in, eg, computational imaging …