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Paper Citation Record · LEDGER

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2505.16373.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.16373 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:07:05.779843Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:37:06.504749Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T02:46:29.127444Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved9
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 31af6629-2ed4-4cc4-a656-fbcf3ee57787 · outbound

This paper cites Compressive coded aperture spectral imaging: An introduction.IEEE Signal Processing Magazine, 31(1):105–115, 2013.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Compressive coded aperture spectral imaging: An introduction.IEEE Signal Processing Magazine, 31(1):105–115, 2013

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d07a1808-a46b-4c74-9fcb-215165ef5bc9 · outbound

This paper cites Higher-order computational model for coded aperture spectral imaging.Applied optics, 52(10):D12–D21, 2013.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Higher-order computational model for coded aperture spectral imaging.Applied optics, 52(10):D12–D21, 2013

Reference 2

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Observation 65407e97-5758-49f2-9ab8-c93136e4aef0 · outbound

This paper cites Heat-assisted detection and ranging.Nature, 619(7971):743–748, 2023.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Heat-assisted detection and ranging.Nature, 619(7971):743–748, 2023

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.541203Z digest=sha256:2997ac706703c863daf78e1c936945b306358fd9b09da6e637dec7cfb1e8b2a0

Observation ba47f858-d80d-49cc-a542-c274c74979ca · outbound

This paper cites A new twist: Two-step iterative shrinkage/thresholding algorithms for image restoration.IEEE Transactions on Image processing, 16(12):2992–3004, 2007.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging A new twist: Two-step iterative shrinkage/thresholding algorithms for image restoration.IEEE Transactions on Image processing, 16(12):2992–3004, 2007

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.545849Z digest=sha256:015e4df4d034cef3b19fc99f78e4cf54514d9065fd54fa31c8728c7002602e9f

Observation 691347e7-4caa-4853-8c3f-df234c94fa8e · outbound

This paper cites Coarse-to-fine sparse transformer for hyperspectral image reconstruction.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Coarse-to-fine sparse transformer for hyperspectral image reconstruction

Reference 5

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Source-reported events for the cited work

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Observation bd5db738-d2e7-4a91-aefd-03b4df5d890a · outbound

This paper cites Mask-guided spectral-wise transformer for efficient hyperspectral image reconstruction.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Mask-guided spectral-wise transformer for efficient hyperspectral image reconstruction

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.554922Z digest=sha256:8e6b8aa49b6426813f5e644a24306f2c766b04a93f2e8c6306384d7c2c885b51

Observation 6bf01862-bb9f-4880-bf4f-35c53b74fed8 · outbound

This paper cites Mst++: Multi-stage spectral-wise transformer for efficient spectral reconstruction.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Mst++: Multi-stage spectral-wise transformer for efficient spectral reconstruction

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.559946Z digest=sha256:2f338e8498ccc859015124fa53ef4547ec377504c1dd786a891a40d9e65301f4

Observation 5f5e98b1-6e24-446e-9d74-9f41fdb75709 · outbound

This paper cites Degradation-aware unfolding half-shuffle transformer for spectral compressive imaging.Advances in Neural Information Processing Systems, 35:37749–37761, 2022.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Degradation-aware unfolding half-shuffle transformer for spectral compressive imaging.Advances in Neural Information Processing Systems, 35:37749–37761, 2022

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.564560Z digest=sha256:983ac3ed947a625aa3fa869d8cabb5198cf6dafb584c7c3b08cdaf82461eac4f

Observation 833c151f-088d-4907-86b7-a1bd6867890c · outbound

This paper cites Binarized spectral compressive imaging.Advances in Neural Information Processing Systems, 36, 2024.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Binarized spectral compressive imaging.Advances in Neural Information Processing Systems, 36, 2024

Reference 9

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b9817132-961f-4815-b69d-d9ffd4194c9d · outbound

This paper cites Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.574132Z digest=sha256:7d964189baaf995c3af51b908b66465aa258d4aa0a6b59f57268a5d3f4249eaf

Observation a63e912e-c253-4c70-9c64-57b2cc703304 · outbound

This paper cites Prior image guided snapshot compressive spectral imaging.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Prior image guided snapshot compressive spectral imaging

Reference 11

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 08da4487-4249-47aa-bd25-aee0003cee54 · outbound

This paper cites High-quality hyperspectral reconstruction using a spectral prior.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging High-quality hyperspectral reconstruction using a spectral prior

Reference 12

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source=pdf_text observed=2026-08-07T15:07:05.583019Z digest=sha256:aae0a0fa0d7977329ebe3ce86d2d544baeec4e60bd8a08b8e6a085d9d231677d

Observation be780853-2526-4de0-b012-69ebeddc4eb7 · outbound

This paper cites Adam: A method for stochastic optimization.(No Title), 2014.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Adam: A method for stochastic optimization.(No Title), 2014

Reference 13

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T15:07:05.587698Z digest=sha256:ac1062d99ffcc8d44c542f97e0f81649b7689b26abb851d4157da7d95c373456

Observation 01d0ed23-8058-4d50-983b-35b00bea8657 · outbound

This paper cites Exploiting spectral-spatial correlation for coded hyperspectral image restoration.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Exploiting spectral-spatial correlation for coded hyperspectral image restoration

Reference 14

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.593361Z digest=sha256:9c518111f924d497b31f1cf7bddd4ee6abfc407fc824727a10331d0979c14b3d

Observation 8c4c7f9a-1863-4894-9ee2-118da8c57d60 · outbound

This paper cites Enhanced facial recognition for thermal imagery using polarimetric imaging.Optics letters, 39(13):3857–3859, 2014.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Enhanced facial recognition for thermal imagery using polarimetric imaging.Optics letters, 39(13):3857–3859, 2014

Reference 15

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b5500ba5-937d-49b7-bdd1-44e3664eacac · outbound

This paper cites Non-local meets global: An iterative paradigm for hyperspectral image restoration.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(4):2089–2107, 2020.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Non-local meets global: An iterative paradigm for hyperspectral image restoration.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(4):2089–2107, 2020

Reference 16

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source=pdf_text observed=2026-08-07T15:07:05.602701Z digest=sha256:ddc1398648a208a79e0ec65afddc1da2c0de43b944f564fce64ba5eced8a20f6

Observation c8cc6b80-4495-4a2a-9ace-1f0d476b538a · outbound

This paper cites Fast hyperspectral image recovery of dual-camera compressive hyperspectral imaging via non-iterative subspace-based fusion.IEEE Transactions on Image Processing, 30:7170–7183, 2021.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Fast hyperspectral image recovery of dual-camera compressive hyperspectral imaging via non-iterative subspace-based fusion.IEEE Transactions on Image Processing, 30:7170–7183, 2021

Reference 17

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.608314Z digest=sha256:8f8bd3f07287e6cff1d4c2f16775b2f1ed5396a0655f15ac482162f1b20e704f

Observation 9814e8a5-d3f9-4db7-8060-50f9b1dd9a7a · outbound

This paper cites Hdnet: High-resolution dual-domain learning for spectral compressive imaging.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Hdnet: High-resolution dual-domain learning for spectral compressive imaging

Reference 18

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.613047Z digest=sha256:38ec9b2a6174c3b17662da35baad74fbe6221eec1a0c2a78cf969bb8407ed5e8

Observation c3738b33-c61d-46b9-bcf5-87a84176bc5b · outbound

This paper cites Deep gaussian scale mixture prior for spectral compressive imaging.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Deep gaussian scale mixture prior for spectral compressive imaging

Reference 19

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source=pdf_text observed=2026-08-07T15:07:05.617734Z digest=sha256:23f5ebcfac0b96bbe2912d2475cbc67cc2b7dd6ab9b34677ad041ed2950843a0

Observation ff6610a2-8003-44f4-9b2d-da1f759b5c2b · outbound

This paper cites Incropera, DP.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Incropera, DP

Reference 20

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ecd2ffd0-4fd9-4ff1-90a7-939bf185b6b7 · outbound

This paper cites an unresolved cited work.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Unresolved cited work

Reference 21

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.627842Z digest=sha256:8786e1ddbf3660f2d73f5d8e24af7d4b0031e159dbb306eb4a1016d6adb013b0

Observation f5736afc-562e-4925-8df1-8580ce9bbc2e · outbound

This paper cites Modern trends in hyperspectral image analysis: A review.Ieee Access, 6:14118–14129, 2018.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Modern trends in hyperspectral image analysis: A review.Ieee Access, 6:14118–14129, 2018

Reference 22

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.632434Z digest=sha256:50ad015106f6bb6bf424a59a74dc81599d2552c357a90f78578a8cfc62ab884d

Observation a2728269-133c-44eb-8e40-90dfcc2ce3e4 · outbound

This paper cites Multiframe image estimation for coded aperture snapshot spectral imagers.Applied optics, 49(36):6824–6833, 2010.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Multiframe image estimation for coded aperture snapshot spectral imagers.Applied optics, 49(36):6824–6833, 2010

Reference 23

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.638162Z digest=sha256:2a3c780a4b2483ce993a943d7f30a62147997c6d98addfff1d1454356c15d2de

Observation 4237c756-c2ba-461c-a08b-72171c8c1f76 · outbound

This paper cites Pixel adaptive deep unfolding transformer for hyperspectral image reconstruction.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Pixel adaptive deep unfolding transformer for hyperspectral image reconstruction

Reference 24

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.642820Z digest=sha256:e22f33242e561cc2a58057dcd66ec0061e89ba30f356bc0218340432baed1814

Observation f369d35a-58d8-459d-85cf-00df3f99a7fc · outbound

This paper cites Target detection with unconstrained linear mixture model and hierarchical denoising autoencoder in hyperspectral imagery.IEEE Transactions on Image Processing, 31:1418–1432, 2022.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Target detection with unconstrained linear mixture model and hierarchical denoising autoencoder in hyperspectral imagery.IEEE Transactions on Image Processing, 31:1418–1432, 2022

Reference 25

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.647398Z digest=sha256:bd41d3a049f8c31db2adc493beb1cbe7b8d9543dce21558165933ea474315a4f

Observation 2449fb3d-5053-48e2-a124-9e6aad30da07 · outbound

This paper cites Spatial-spectral encoded compressive hyperspectral imaging.ACM Transactions on Graphics (TOG), 33(6):1–11, 2014.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Spatial-spectral encoded compressive hyperspectral imaging.ACM Transactions on Graphics (TOG), 33(6):1–11, 2014

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.651955Z digest=sha256:b46795c0f981e17a3f63fbec20e930f1d7f1370afd8cd13b922090700266b508

Observation 0846af13-5a4d-4aa2-af2c-fe02a72b3de2 · outbound

This paper cites Flexible ftir spectral imaging enhancement for industrial robot infrared vision sensing.IEEE Transactions on Industrial Informatics, 16(1):544–554, 2019.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Flexible ftir spectral imaging enhancement for industrial robot infrared vision sensing.IEEE Transactions on Industrial Informatics, 16(1):544–554, 2019

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.656590Z digest=sha256:4ffc20961c1b7f4c829d3b88da9788c4b4ab56fb3fd7ae6d083d46fd8f459546

Observation f83aaca6-717f-4c5b-8c1e-80cdb6726c12 · outbound

This paper cites Rank minimization for snapshot compressive imaging.IEEE transactions on pattern analysis and machine intelligence, 41(12):2990–3006, 2018.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Rank minimization for snapshot compressive imaging.IEEE transactions on pattern analysis and machine intelligence, 41(12):2990–3006, 2018

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.661215Z digest=sha256:5d98cf94632d12f3156ef62490bcf5765bb0d17c00653fcfb5f4212a1b9f0d28

Observation 92cd48a8-c4fd-4202-81aa-b3be09c96ef0 · outbound

This paper cites Vmamba: Visual state space model.Advances in neural information processing systems, 37:103031–103063, 2025.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Vmamba: Visual state space model.Advances in neural information processing systems, 37:103031–103063, 2025

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.666170Z digest=sha256:20b7b7f9171f75c14abdf5432c039e3068fae7bc57155d11aa61656666e319d8

Observation d749fb7a-c71b-4241-ac6d-72282c2e7e86 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Swin transformer: Hierarchical vision transformer using shifted windows

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.671523Z digest=sha256:2dcb3aefe7e649b55123cc9c02c8572900f110d73a92e617aeca39a93c8236fb

Observation 047833d9-0f93-4e20-bc1b-7a2329477da6 · outbound

This paper cites Coded aperture compressive temporal imaging.Optics express, 21(9):10526–10545, 2013.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Coded aperture compressive temporal imaging.Optics express, 21(9):10526–10545, 2013

Reference 31

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raw_fallback, observed 2026-08-07T15:07:06.371549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.676367Z digest=sha256:f26ff81c575c82945a1f6ce2b849001c58740753fe610cf861b7b58a49accd05

Observation 3ca70a25-0226-4c52-a25a-713f829f978b · outbound

This paper cites End-to-end low cost compressive spectral imaging with spatial- spectral self-attention.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging End-to-end low cost compressive spectral imaging with spatial- spectral self-attention

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.333002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.681997Z digest=sha256:921848c11598c0101ed2ab04a6551279b3fe18d1f29a311d4155efc7324626f3

Observation 47f4332e-c8e9-4734-a610-0509fc2e7c38 · outbound

This paper cites Snapshot multispectral endomi- croscopy.Optics Letters, 45(14):3897–3900, 2020.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Snapshot multispectral endomi- croscopy.Optics Letters, 45(14):3897–3900, 2020

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.302357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.686982Z digest=sha256:36a89c185f8222d459dd09149efbc9c7f035fa54055ffe3669fe36f1f91fc06c

Observation 0da6ca1c-560f-4c14-87b4-2357ba8cb798 · outbound

This paper cites Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.692556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.692556Z digest=sha256:d4b7f38777c86cac7dbd6512e56441a6e56741c4dda56651c1ff027f74159d06

Observation 656b444e-a6a6-4acb-a9a6-ec2325d3c3d7 · outbound

This paper cites Remotedet-mamba: A hybrid mamba-cnn network for multi-modal object detection in remote sensing images.arXiv preprint arXiv:2410.13532, 2024.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Remotedet-mamba: A hybrid mamba-cnn network for multi-modal object detection in remote sensing images.arXiv preprint arXiv:2410.13532, 2024

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.697852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.697852Z digest=sha256:a1fdb40330cb0f8eeb577e7e7f125717cc150b1b8d64fcf0f53725c63a344c87

Observation 81b7f899-d1c6-469f-ad8a-57ed8e13e1ed · outbound

This paper cites MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.702883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.702883Z digest=sha256:66000b1816bb9eed2820fdcdc7a8b988f56b14f435579a00be5c8d886357d668

Observation 27f04fa6-14e2-43af-8b9d-f34d252aeff3 · outbound

This paper cites Hypersectral imaging for military and security applications: Combining myriad processing and sensing techniques.IEEE Geoscience and Remote Sensing Magazine, 7(2):101–117, 2019.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Hypersectral imaging for military and security applications: Combining myriad processing and sensing techniques.IEEE Geoscience and Remote Sensing Magazine, 7(2):101–117, 2019

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.252217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.709408Z digest=sha256:85265f9edfd9ff4f0f77644dd8f19aa5a3b7d6476f1e870cb1c8e638e6209403

Observation 5ad6500a-3f17-4041-8953-35f11ce36c21 · outbound

This paper cites Aerial vehicle tracking by adaptive fusion of hyperspectral likelihood maps.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Aerial vehicle tracking by adaptive fusion of hyperspectral likelihood maps

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.215162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.714735Z digest=sha256:acd4955c47d33e0b8b2eda4ba11968d215183d8d07a99018dcb71963084b7bd8

Observation ef5068e6-a7ec-46f8-954e-1f40d930637b · outbound

This paper cites Dual-camera design for coded aperture snapshot spectral imaging.Applied optics, 54(4):848–858, 2015.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Dual-camera design for coded aperture snapshot spectral imaging.Applied optics, 54(4):848–858, 2015

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.196416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.719543Z digest=sha256:26876b1e743ba5efca3ea2444612c334ff57e1c58b05cb760f0cec72ff81dc56

Observation 16df66f1-196d-4995-962a-a6e6e191a131 · outbound

This paper cites High-speed hyperspectral video acquisition by combining nyquist and compressive sampling.IEEE transactions on pattern analysis and machine intelligence, 41(4):857–870, 2018.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging High-speed hyperspectral video acquisition by combining nyquist and compressive sampling.IEEE transactions on pattern analysis and machine intelligence, 41(4):857–870, 2018

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.180372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.724459Z digest=sha256:f7b7ebd2bfe5bf260a6dda3086a916b2dc2d9a9051e41b1ba61ff44aa917e6d1

Observation 2e2fdbe3-bed7-4214-9214-c353720f64d7 · outbound

This paper cites Adaptive nonlocal sparse representation for dual-camera compressive hyperspectral imaging.IEEE transactions on pattern analysis and machine intelligence, 39(10):2104–2111, 2016.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Adaptive nonlocal sparse representation for dual-camera compressive hyperspectral imaging.IEEE transactions on pattern analysis and machine intelligence, 39(10):2104–2111, 2016

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.163125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.730092Z digest=sha256:6847532c9ff82f18ef88c8dead2b16334f8a23078dec3f39dcd3d0001cfd2b9b

Observation ffaf5a02-77a8-48d4-896e-b56cbcb220ca · outbound

This paper cites Simultaneous depth and spectral imaging with a cross-modal stereo system.IEEE Transactions on Circuits and Systems for Video Technology, 28(3):812–817, 2016.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Simultaneous depth and spectral imaging with a cross-modal stereo system.IEEE Transactions on Circuits and Systems for Video Technology, 28(3):812–817, 2016

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.143628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.735174Z digest=sha256:c9ae021343edbee5e402beffc173c12bf3fb0831911db16705d4cbca16667d93

Observation acf2300c-efdf-4a45-8294-c86ab2c5062b · outbound

This paper cites In2set: Intra-inter similarity exploiting transformer for dual-camera compressive hyperspectral imaging.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging In2set: Intra-inter similarity exploiting transformer for dual-camera compressive hyperspectral imaging

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.124083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.740588Z digest=sha256:bdaa572e8da1a7e5a4817084d05bfe226b462dcffbe3977b5ec3462036aa0531

Observation 7af9cced-e158-437f-80a9-ccb9da063704 · outbound

This paper cites Dual camera snapshot hyperspectral imaging system via physics-informed learning.Optics and Lasers in Engineering, 154:107023, 2022.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Dual camera snapshot hyperspectral imaging system via physics-informed learning.Optics and Lasers in Engineering, 154:107023, 2022

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.106506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.745850Z digest=sha256:d028a7cddef024d5a9103193143faebe6528c0e7d62d5ddc9363f2f5b566710a

Observation 37cb1bb4-cfaa-458e-87e1-9ca9c3a5309c · outbound

This paper cites Compressive sensing by learning a gaussian mixture model from measurements.IEEE Transactions on Image Processing, 24(1):106–119, 2014.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Compressive sensing by learning a gaussian mixture model from measurements.IEEE Transactions on Image Processing, 24(1):106–119, 2014

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.089846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.751150Z digest=sha256:6c5b97d2e1f43b20b85e169498b6aa8ff36ebe428d17132b20a33a4a14590d04

Observation ee0235f7-83f6-469c-ba26-6a554d2e4f32 · outbound

This paper cites Specat: Spatial-spectral cumulative-attention transformer for high-resolution hyperspectral image reconstruction.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Specat: Spatial-spectral cumulative-attention transformer for high-resolution hyperspectral image reconstruction

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.073775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.755802Z digest=sha256:1ceffbb480d225381209c147bf22363d512f0cd97c08535eb44be3615947ce73

Observation 4865455e-0e99-4f41-acc4-3a0d04f91491 · outbound

This paper cites Generalized assorted pixel camera: postcapture control of resolution, dynamic range, and spectrum.IEEE transactions on image processing, 19(9):2241–2253, 2010.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Generalized assorted pixel camera: postcapture control of resolution, dynamic range, and spectrum.IEEE transactions on image processing, 19(9):2241–2253, 2010

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.760582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.760582Z digest=sha256:b13ffbe627390d6320f7a42af189068414c3db03b551f0559ec16cdd82ae2914

Observation 62a01153-f6a7-4500-b6e2-2e41496a3e11 · outbound

This paper cites Hyperspectral image denoising employing a spatial–spectral deep residual convolutional neural network.IEEE Transactions on Geoscience and Remote Sensing, 57(2):1205–1218, 2018.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Hyperspectral image denoising employing a spatial–spectral deep residual convolutional neural network.IEEE Transactions on Geoscience and Remote Sensing, 57(2):1205–1218, 2018

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.045551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.765256Z digest=sha256:0f329af1fc44f6a3103559df2ff92ea2a8bc1adc24404a1678954d58bc6f5e67

Observation 48f696cb-8301-4deb-978c-5a8a9fc6674d · outbound

This paper cites Generalized alternating projection based total variation minimization for compressive sensing.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Generalized alternating projection based total variation minimization for compressive sensing

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.030002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.770195Z digest=sha256:6e0fa978bc45b882bc959258f326f8d6f07b545c255cac29cdb361bf224efb59

Observation 2122a426-3daf-4673-9f6b-111f000ff1e2 · outbound

This paper cites Hyperspectral image superresolution by transfer learning.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Hyperspectral image superresolution by transfer learning

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.014508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.774908Z digest=sha256:71fad3122983dda0a9800840e72d36fdc707c380c716b0b8b0bd785554a71331

Observation f3d4f878-4ffa-4aa2-8002-1e3e514a4836 · outbound

This paper cites Samba: Semantic segmentation of remotely sensed images with state space model.Heliyon, 10(19), 2024.

PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging Samba: Semantic segmentation of remotely sensed images with state space model.Heliyon, 10(19), 2024

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:05.998353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:07:05.779843Z digest=sha256:1af89577dc5016029f6de3f32ddf0a8976c2ad8cab0eb37cc96639e321dc1322

Pith citing papers

Observation 18aecb33-e63a-4eee-a449-4a62138ef1c8 · inbound

TeX-1500: A Paired Real-World LWIR Hyperspectral Dataset and Benchmark for Temperature-Emissivity-Texture Decomposition cites this paper.

TeX-1500: A Paired Real-World LWIR Hyperspectral Dataset and Benchmark for Temperature-Emissivity-Texture Decomposition PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:46:29.129917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T10:37:06.504749Z digest=sha256:a76cc83f7d82019b5cfa9c5d4e6ca2aa9e29fd78f621e638a134585ac74992ae