Pith. sign in

Paper Citation Record · LEDGER

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

As of 22 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 2026-08-22T06:32:14.747728+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
  • metadata mismatch0

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:10.305147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.530458Z digest=sha256:5fa4784f4ca28528d6767e07dc2a76e15c352911b5f88de31871ae4ad86b467d

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:10.192385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.535772Z digest=sha256:fc4e0f69b6aa6812d313fe51b1decd43c09d9cc985914a520703d3826b862465

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

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.541203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.541203Z digest=sha256:4b7ccace16d2b7e3b589f0875487dbf49758d168241f3d8d6a4037e2cbfb22a2

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:10.104758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.545849Z digest=sha256:645911aa96c29be28bcaadb6785cf3ac70bcd9ddfd910e6e5bc5be5c9c26dc9e

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:10.017711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.550719Z digest=sha256:d21ad5e9a5cb14dfc218a7f7528c477d82f3eba3d8c6dd49d05f8a18faf1bd6d

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:09.804102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.554922Z digest=sha256:7d16225c336e31b239c892f7be2b9861eaae3dd60cc9e80392bf8ccb84a70988

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:09.590318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.559946Z digest=sha256:182d4e1a85116b2dea9203cf8096753ad31308198940413f7cb2499d06c1e253

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:09.407406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.564560Z digest=sha256:0e7342c9ff5b46c7612020a24ffdeb88efe2c4edb250dff20ef6d4465804e630

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:09.213779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.569601Z digest=sha256:e7ac5b08d7e1b9ceea6527a873de9da45b3029d741d0430dca5f27efef1322eb

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

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.574132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.574132Z digest=sha256:b4d4f006263f7fb3cabf517fc5acb19571a76821c0c9f198e312448a23cc824b

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:09.003246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.578777Z digest=sha256:ffa1e67543085f1c3d363bdceb63488209a3fd44a2d4fc209fde761687bc21f7

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:08.769898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.583019Z digest=sha256:5076fe416ca7cd04885380385f5a83609fa1936e27bea9aa9ba3a502e2c53021

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

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.587698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.587698Z digest=sha256:6d803e0528903d90bc52a52b9bd99f9b6b8e2e2ec7f71c67a04827dff309d5af

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:08.501904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.593361Z digest=sha256:e2bd68d56242c98c3aaf941114ad785d7e2e2dbf9d924f65e226af068f5d181c

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:08.338807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.598141Z digest=sha256:3fa9c837ac893f6649b1b547f1dd4528caf2ff5aee95ca211cd7fa914a9159b0

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:08.141628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.602701Z digest=sha256:473873696ddb4fd4d55fe28b6b45f556ae8678d7f757ecf37f8257df34cb2b87

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:08.010752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.608314Z digest=sha256:7f695bdbb552ab3af79bfe3d1dc5af15cfc76fd47d1672be8aa933d637f809d0

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:07.780728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.613047Z digest=sha256:6f77e0c404af2bb9a1c9f4a6c929f313ecda9c8923d389cfb6d96ecce39ff97a

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:07.555830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.617734Z digest=sha256:f18b21b50fc5394aca36954a734837056c6d9cd25cdab019ef72ef1d347d4c08

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:07.375325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.623007Z digest=sha256:ccabdb7b6db3363c2152ce95ac537aec20976e0f19475ba8feeaa8f6b394155b

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:07:07.216224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.627842Z digest=sha256:6af607ee5afb9da3c12fadf1b00a2ba27d49219ba4691a1ed909cd3189ff5dba

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:07.039745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.632434Z digest=sha256:6923b743c2ff691323fbc148b87c5e112c955c97cdb372e3ffc18f30ff2afe64

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.863105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.638162Z digest=sha256:6a7f9b06188a471e68745fe19ea5fc72c40a8ef063cb050aed0d5d3aa147c3a0

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.701979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.642820Z digest=sha256:5d308cf82c70b3e8549c6d14bec36308bb3d182cefcf2e8676853af5dae164de

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.595627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.647398Z digest=sha256:c00eae1c473177b7cc55e3f04211e8c44437c64d4df918c3b71b2cd9aede0fd6

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.556680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.651955Z digest=sha256:84935ec5c6c6be182dcb0a03a2b9a652018fb60ca04eb80694fcb5d21ad7fc26

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.508930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.656590Z digest=sha256:85603ae89af3626a70d0607a24d5f27a3f3e92b4017616bd27081a927f59b586

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.464190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.661215Z digest=sha256:87eb3c14a385e9b0a9788af2082899088ae0fef44facac03a8272ec63dcfa4fb

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:07:06.419601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.666170Z digest=sha256:9a244cef2a9afc2b06dd84094e2888865e0ec8002e5a8ce5217815c9c6ca6772

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

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:05.671523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:05.671523Z digest=sha256:c4ad29054f280752d2303a4e4440f90b800fafb81b184feee3fca271aecdc91f

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

Resolution
verified fuzzy
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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.676367Z digest=sha256:efb2e823bb5f1e7280d5d18655f9bfb2d0c7fb711f220a36c2c3aa2069ba326b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.681997Z digest=sha256:b8ccb8e3b85321940a2760a1ffaeee93c544fd19f6be98e8b93552b42a3b869f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.686982Z digest=sha256:85e6bcd2b19b18ac8e8224c4e3801af8cc748548ed4e2a93cbb8b876b04eef21

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=sha256:50c42cbc66f15377e373490b5d2bcfb490ab99edd342d9bceb4a8366fd962313

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=sha256:5ff9fc2ce29082f5a3eb863ca99b04caab74f9501197ca7f3f7922fae6f045f2

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=sha256:23a5e9c1436102d23e63c17bd8428c3cc3b38d4f5ce26ae1332d0a6edaf517ce

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.709408Z digest=sha256:dc7565156d284d4b2abe2d0ef7e113eac6fff1c184fac7125ee3b966de36c659

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.714735Z digest=sha256:45081efcdf4e1d4e1ea8a327b9070b58c35ef45394f23ae4aefaedc6148e9251

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.719543Z digest=sha256:cd4f1381f369094b5fc0972d6e9746daf0cf57393aab9b496a01419c2da2e04c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.724459Z digest=sha256:db86bb8020c4fba259330cd28f584fe277b714c19e60769f871872423a563b1e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.730092Z digest=sha256:8f31aaf14e84fe51a0c73f1fa443d659c1c45e9f7dc4d299f5b98a6053bee116

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.735174Z digest=sha256:172bc057074bd11c0e8049d1f7182a727fc693efce4c975a960dfff04d5e54d2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.740588Z digest=sha256:de836c560564687288bbbdc3a95d83fa51c370f1813ac6b3458f39471174a041

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.745850Z digest=sha256:df5b2f0b0a763a6daa4b0e04faaa21957f4c03879b1b36fe2d2b356d89112964

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.751150Z digest=sha256:e6ed60e319f55418128ffcd180d774a960439d699b465469264060002efdeea9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.755802Z digest=sha256:b236870b38fc2e688236c4554950517f0bd460cc1eb68b175eee0ef66e4d4956

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=sha256:4328ec9561221ade96caade91cdf6102ddebc8d6b568d2102073460ea2901e87

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.765256Z digest=sha256:de3ac9f1002ee52de83c0e2247682e63a2d5c1f0e6b757738c7a268370f37463

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.770195Z digest=sha256:8fc8f8c86719c922b539a1e280345ec741b9137edf746310d6a18c8910ed4a7f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.774908Z digest=sha256:91af2287c8b2c78496f654299bb321dad2fef6415261e16242d464dab2b20c94

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T15:07:05.779843Z digest=sha256:825ef6a3b6e16db427a875fd41cf22d53ecf7c439781fd24f3362c3ee6b826d3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T10:37:06.504749Z digest=sha256:5c0c4789d7be30db6cb1f595f1cab1b48ab6368bdabfd8344c7f914b96eb223f