Aperture Diffraction for Compact Snapshot Spectral Imaging
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Abstract (arXiv)
We demonstrate a compact, cost-effective snapshot spectral imaging system named Aperture Diffraction Imaging Spectrometer (ADIS), which consists only of an imaging lens with an ultra-thin orthogonal aperture mask and a mosaic filter sensor, requiring no additional physical footprint compared to common RGB cameras. Then we introduce a new optical design that each point in the object space is multiplexed to discrete encoding locations on the mosaic filter sensor by diffraction-based spatial-spectral projection engineering generated from the orthogonal mask. The orthogonal projection is uniformly accepted to obtain a weakly calibration-dependent data form to enhance modulation robustness. Meanwhile, the Cascade Shift-Shuffle Spectral Transformer (CSST) with strong perception of the diffraction degeneration is designed to solve a sparsity-constrained inverse problem, realizing the volume reconstruction from 2D measurements with Large amount of aliasing. Our system is evaluated by elaborating the imaging optical theory and reconstruction algorithm with demonstrating the experimental imaging under a single exposure. Ultimately, we achieve the sub-super-pixel spatial resolution and high spectral resolution imaging. The code will be available at: https://github.com/Krito-ex/CSST.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). Builds on 16 of its 51 references that are in the map. First posted on arXiv 27 Sep 2023.
Builds on
16 of 51 references.
References · 16
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4 more
- 2022Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imagingcited by 66
- 2021Deep Gaussian Scale Mixture Prior for Spectral Compressive Imagingcited by 58
- 2020GAP-net for Snapshot Compressive Imagingcited by 54
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Built on by
Citing papers per year: 2024: 1; 2025: 2; 2026: 4.
7 papers.
- 2024Filterless Snapshot Hyperspectral Imaging using Guided Patch Diffusioncited by 1
- 2025A Deep Unfolding Framework for Diffractive Snapshot Spectral Imagingcited by 0
- 2025Hierarchical Spatial-Frequency Aggregation for Spectral Deconvolution Imagingcited by 0
- 2026Oscillating Dispersion for Maximal Light-throughput Spectral Imagingcited by 0
- 2026Aperture-aware Dispersion 5-D Light-field Imaging Spectrometercited by 0
- 2026Hyperspectral Intrinsic Decomposition: Joint Recovery of Reflectance and Photometric Components for Non-Lambertian Scenescited by 0
- 2026Compact Snapshot Spectral Imaging with Calibration-Free Aperture Diffractioncited by 0
- 2026Compact Snapshot Spectral Imaging with Calibration-Free Aperture Diffraction29 Aug 2026
- 2026Hyperspectral Intrinsic Decomposition: Joint Recovery of Reflectance and Photometric Components for Non-Lambertian Scenes28 Jul 2026
- 2026Aperture-aware Dispersion 5-D Light-field Imaging Spectrometer6 Jul 2026
- 2026Oscillating Dispersion for Maximal Light-throughput Spectral Imaging16 Mar 2026
- 2025Hierarchical Spatial-Frequency Aggregation for Spectral Deconvolution Imaging10 Nov 2025
- 2025A Deep Unfolding Framework for Diffractive Snapshot Spectral Imaging7 Jul 2025
- 2024Filterless Snapshot Hyperspectral Imaging using Guided Patch Diffusion3 Dec 2024