Compressive coded aperture spectral imaging: An introduction
Imaging spectroscopy involves the sensing of a large amount of spatial information across a
multitude of wavelengths. Conventional approaches to hyperspectral sensing scan adjacent …
multitude of wavelengths. Conventional approaches to hyperspectral sensing scan adjacent …
A review of snapshot multidimensional optical imaging: measuring photon tags in parallel
Multidimensional optical imaging has seen remarkable growth in the past decade. Rather
than measuring only the two-dimensional spatial distribution of light, as in conventional …
than measuring only the two-dimensional spatial distribution of light, as in conventional …
End-to-end low cost compressive spectral imaging with spatial-spectral self-attention
Coded aperture snapshot spectral imaging (CASSI) is an effective tool to capture real-world
3D hyperspectral images. While a number of existing work has been conducted for …
3D hyperspectral images. While a number of existing work has been conducted for …
l-net: Reconstruct hyperspectral images from a snapshot measurement
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 …
channels) from a single shot measurement. This task is usually termed snapshot …
Deep plug-and-play priors for spectral snapshot compressive imaging
We propose a plug-and-play (PnP) method that uses deep-learning-based denoisers as
regularization priors for spectral snapshot compressive imaging (SCI). Our method is …
regularization priors for spectral snapshot compressive imaging (SCI). Our method is …
Spatial-spectral encoded compressive hyperspectral imaging
This paper proposes a novel compressive hyperspectral (HS) imaging approach that allows
for high-resolution HS images to be captured in a single image. The proposed architecture …
for high-resolution HS images to be captured in a single image. The proposed architecture …
Hyperspectral compressive snapshot reconstruction via coupled low-rank subspace representation and self-supervised deep network
Coded aperture snapshot spectral imaging (CASSI) is an important technique for capturing
three-dimensional (3D) hyperspectral images (HSIs), and involves an inverse problem of …
three-dimensional (3D) hyperspectral images (HSIs), and involves an inverse problem of …
Colored coded aperture design by concentration of measure in compressive spectral imaging
H Arguello, GR Arce - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
Compressive spectral imaging (CSI) senses the spatio-spectral information of a scene by
measuring 2D coded projections on a focal plane array. A ℓ 1-norm-based optimization …
measuring 2D coded projections on a focal plane array. A ℓ 1-norm-based optimization …
Dual-coded compressive hyperspectral imaging
This Letter presents a new snapshot approach to hyperspectral imaging via dual-optical
coding and compressive computational reconstruction. We demonstrate that two high-speed …
coding and compressive computational reconstruction. We demonstrate that two high-speed …
Dual-camera design for coded aperture snapshot spectral imaging
Coded aperture snapshot spectral imaging (CASSI) provides an efficient mechanism for
recovering 3D spectral data from a single 2D measurement. However, since the …
recovering 3D spectral data from a single 2D measurement. However, since the …