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Paper Citation Record · LEDGER

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.04201.

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

pith.paper-citation-record.v1
2412.04201 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:43:07.241878Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

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External citation measurements

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Outbound references

Observation 6726ba3e-b980-4887-9e5c-e25663342315 · outbound

This paper cites an unresolved cited work.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Unresolved cited work

Reference 1

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Observation 9d1591be-a267-473c-9b44-5d599fe09f14 · outbound

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Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Unresolved cited work

Reference 2

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Observation d711642b-4739-4904-b0d1-bf3039df6635 · outbound

This paper cites Deep spatial-spectral global reasoning network for hyper- spectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Deep spatial-spectral global reasoning network for hyper- spectral image denoising

Reference 3

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Observation 04aa5eff-1806-4397-bab0-54aaf85e8f33 · outbound

This paper cites Zero-shot hy- perspectral sharpening.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Zero-shot hy- perspectral sharpening

Reference 4

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Observation 20b28340-8a73-4c60-8035-6a49c6c48e49 · outbound

This paper cites Spec- tral super-resolution via model-guided cross-fusion network.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Spec- tral super-resolution via model-guided cross-fusion network

Reference 5

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Observation 08692fe4-7b2a-45db-84ef-2739dbf82f72 · outbound

This paper cites Learning a deep convolutional network for image super-resolution.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Learning a deep convolutional network for image super-resolution

Reference 6

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Observation 8fd09745-456e-4cf3-afea-784cfbc7379d · outbound

This paper cites Fusion of hyperspectral and panchromatic im- ages using generative adversarial network and image seg- mentation.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Fusion of hyperspectral and panchromatic im- ages using generative adversarial network and image seg- mentation

Reference 7

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Observation 1d4f6af8-cdb9-476a-905e-f353a7cd5acf · outbound

This paper cites MIMO-SST: multi-input multi-output spatial-spectral transformer for hyperspectral and multispectral image fu- sion.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image MIMO-SST: multi-input multi-output spatial-spectral transformer for hyperspectral and multispectral image fu- sion

Reference 8

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Observation f367a68c-7800-40e4-ac4c-5cbfae179f03 · outbound

This paper cites Atkinson, and Jon Atli Benediktsson.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Atkinson, and Jon Atli Benediktsson

Reference 9

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Observation 46e3b03d-09da-443f-a35c-442fd8aded88 · outbound

This paper cites Band-wise hyperspectral image pansharp- ening using CNN model propagation.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Band-wise hyperspectral image pansharp- ening using CNN model propagation

Reference 10

Resolution
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Observation 59fa4907-3e03-4d73-8c57-d06732515463 · outbound

This paper cites Spectral response function-guided deep optimization-driven network for spectral super-resolution.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Spectral response function-guided deep optimization-driven network for spectral super-resolution

Reference 11

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Observation 6800ae76-dfb9-4d29-b3fd-684177e05140 · outbound

This paper cites Two spectral-spatial implicit neural representations for arbitrary-resolution hyperspectral pansharpening.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Two spectral-spatial implicit neural representations for arbitrary-resolution hyperspectral pansharpening

Reference 12

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Observation 32a28e29-f405-4da5-b313-d47c0eca3c69 · outbound

This paper cites Non-local meets global: An iterative paradigm for hyperspectral image restoration.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Non-local meets global: An iterative paradigm for hyperspectral image restoration

Reference 13

Resolution
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Source-reported events for the cited work

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Observation 1e3a5dec-4db3-46fc-a462-0e6e49eb02d7 · outbound

This paper cites Hyperspectral image super-resolution via intrafusion network.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image super-resolution via intrafusion network

Reference 14

Resolution
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Source-reported events for the cited work

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Observation b124d185-5ff4-43ed-8bac-c18d4973af38 · outbound

This paper cites Learn- ing spatial-spectral prior for super-resolution of hyperspec- tral imagery.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Learn- ing spatial-spectral prior for super-resolution of hyperspec- tral imagery

Reference 15

Resolution
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Source-reported events for the cited work

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Observation 1c1e6d2e-31c9-4d24-ad0d-0cc2ae23d12e · outbound

This paper cites Spatial-spectral transformer for hyperspectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Spatial-spectral transformer for hyperspectral image denoising

Reference 16

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Observation fcb78d36-e255-4183-bee9-b1e38e786501 · outbound

This paper cites Spectral enhanced rectangle transformer for hyperspectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Spectral enhanced rectangle transformer for hyperspectral image denoising

Reference 17

Resolution
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Source-reported events for the cited work

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Observation e9e267a8-31e0-4081-b0e8-7ab0c3d561f3 · outbound

This paper cites Exploring the rela- tionship between 2d/3d convolution for hyperspectral image super-resolution.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Exploring the rela- tionship between 2d/3d convolution for hyperspectral image super-resolution

Reference 18

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Source-reported events for the cited work

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Observation fe375c8a-1d31-4a35-a1e8-625070ddc263 · outbound

This paper cites Hyperspectral and panchromatic images fusion based on the dual condi- tional diffusion models.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral and panchromatic images fusion based on the dual condi- tional diffusion models

Reference 19

Resolution
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Source-reported events for the cited work

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Observation 65b2f8e1-5087-4404-90df-7f31e24aed23 · outbound

This paper cites Hyperspectral image super-resolution using deep convo- lutional neural network.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image super-resolution using deep convo- lutional neural network

Reference 20

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Observation 68f42edf-a479-4b1b-aff8-ae63e706f8c8 · outbound

This paper cites Swinir: Image restora- tion using swin transformer.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Swinir: Image restora- tion using swin transformer

Reference 21

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Source-reported events for the cited work

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Observation 54f5da93-8bfd-4a1f-873d-efa95896ed0d · outbound

This paper cites Cascaded convolutional neural network- based hyperspectral image resolution enhancement via an auxiliary panchromatic image.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Cascaded convolutional neural network- based hyperspectral image resolution enhancement via an auxiliary panchromatic image

Reference 22

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Source-reported events for the cited work

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Observation 1f2ae602-1671-45de-8417-dc538300b40f · outbound

This paper cites Hyperspectral image spatial super-resolution via 3d full convolutional neural network.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image spatial super-resolution via 3d full convolutional neural network

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 81c6ec2e-547e-47a1-9536-cc427c78c792 · outbound

This paper cites DDS2M: self-supervised denoising diffusion spatio- spectral model for hyperspectral image restoration.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image DDS2M: self-supervised denoising diffusion spatio- spectral model for hyperspectral image restoration

Reference 24

Resolution
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Observation 07da2155-bbf3-4122-82d3-aeb44de2be5e · outbound

This paper cites Trq3dnet: A 3d quasi-recurrent and transformer based network for hyper- spectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Trq3dnet: A 3d quasi-recurrent and transformer based network for hyper- spectral image denoising

Reference 25

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b1af793c-18aa-4dce-bbe1-077a6e384e0b · outbound

This paper cites Hir-diff: Unsupervised hyper- spectral image restoration via improved diffusion models.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hir-diff: Unsupervised hyper- spectral image restoration via improved diffusion models

Reference 26

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation df86b8a6-6c5d-4d59-b5da-16aa7d60b20f · outbound

This paper cites Patel and Manjunath V.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Patel and Manjunath V

Reference 27

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verified fuzzy
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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 45c2df7c-5e4f-4686-9e1a-6b3dfa0ea4aa · outbound

This paper cites Enhanced 3dtv regularization and its ap- plications on HSI denoising and compressed sensing.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Enhanced 3dtv regularization and its ap- plications on HSI denoising and compressed sensing

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c59eb166-0521-41e3-bea0-0e975d278bca · outbound

This paper cites Low-rank and sparse 9 representation for hyperspectral image processing: A review.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Low-rank and sparse 9 representation for hyperspectral image processing: A review

Reference 29

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Observation daeac54d-1a35-4b2f-80a5-f5eae7b04ce5 · outbound

This paper cites Exact decomposition of joint low rankness and local smoothness plus sparse matrices.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Exact decomposition of joint low rankness and local smoothness plus sparse matrices

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c0b20962-242a-4191-9367-11b1bb5b9eae · outbound

This paper cites MSSL: hyperspectral and panchro- matic images fusion via multiresolution spatial-spectral fea- ture learning networks.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image MSSL: hyperspectral and panchro- matic images fusion via multiresolution spatial-spectral fea- ture learning networks

Reference 31

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.149157Z digest=sha256:2805cd8a0953a9fd2e04f7f06506486e32c3a16da40b4b3e79ec1b28c32e5c0d

Observation ff97273f-186f-4567-b709-2666acf72a43 · outbound

This paper cites Unsupervised hyperspectral pansharpening via low-rank diffusion model.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Unsupervised hyperspectral pansharpening via low-rank diffusion model

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.562494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.153533Z digest=sha256:2cdc57d768ca25849b36df318593bb39668a1c0fbbe0b65af2d46afdd7dfc95e

Observation 52296fe7-3031-4870-82b6-5cd2e8aa8cb7 · outbound

This paper cites MFT-GAN: A multiscale feature-guided transformer net- work for unsupervised hyperspectral pansharpening.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image MFT-GAN: A multiscale feature-guided transformer net- work for unsupervised hyperspectral pansharpening

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.548326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.158284Z digest=sha256:6929a8a1f40ed2e391326aa762c9cfc92ccf45fb8ac4c388ead3fbd5de898f6b

Observation dbb4eebf-c298-4c83-bd16-db75a986cbca · outbound

This paper cites Hyperfusion: A computational approach for hy- perspectral, multispectral, and panchromatic image fusion.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperfusion: A computational approach for hy- perspectral, multispectral, and panchromatic image fusion

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.532950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.162885Z digest=sha256:a38439f49e306f7c66a1cc45a478946ecd3ed7faf3244d5541c23ac26c6ea7af

Observation c6c0b907-92a9-470d-bc29-58850772ec39 · outbound

This paper cites Guaranteed tensor recovery fused low-rankness and smoothness.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Guaranteed tensor recovery fused low-rankness and smoothness

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.518656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.167790Z digest=sha256:905c7bcb0b209c5f3204be25bd2e01ce8750c9a1d39f98a046031168bfe876b5

Observation b44997ba-10e7-415f-9e4f-a4b4cabe913a · outbound

This paper cites A general paradigm with detail-preserving conditional in- vertible network for image fusion.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image A general paradigm with detail-preserving conditional in- vertible network for image fusion

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.504325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.172409Z digest=sha256:8fd60a8e5883c1601d6c25e0130c772c2ed887a3a27315a68b4f23a9f065a0c9

Observation 8ba33a1c-3f26-4cbe-be32-d11a650dafc2 · outbound

This paper cites Hyperspectral im- age super-resolution via recurrent feedback embedding and spatial-spectral consistency regularization.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral im- age super-resolution via recurrent feedback embedding and spatial-spectral consistency regularization

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.490061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.177441Z digest=sha256:504e9d170de6cb523d550ec6ca78071e4239d3b2a02f10c0104354b8b93a9964

Observation b684da01-2f89-4f24-81b2-4e7d7a1c28e0 · outbound

This paper cites Hyperspectral image restoration via total variation regularized low-rank tensor decomposition.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image restoration via total variation regularized low-rank tensor decomposition

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.476037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.182025Z digest=sha256:60c0443e57338a4d930a36d88878f38be782ff3b6af9d4a9f283286f67be82f7

Observation a3e3210e-3048-4d00-a3ee-afb25b783013 · outbound

This paper cites Enhancing hyperspectral images via dif- fusion model and group-autoencoder super-resolution net- work.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Enhancing hyperspectral images via dif- fusion model and group-autoencoder super-resolution net- work

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.462155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.186449Z digest=sha256:e7604b3ef760e114c60dfc9a469b69e957bea74d21aa0089280c19eccfff55e8

Observation 1190bc4f-b1f3-4551-a4c4-868fbe16a8c5 · outbound

This paper cites 3-d quasi-recurrent neural network for hyperspectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image 3-d quasi-recurrent neural network for hyperspectral image denoising

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.448345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.191369Z digest=sha256:8ef2f37fee6d9692e382224db0a63be6bec1e7124796a33dc1e6876c0b47fca8

Observation bb7ead1c-5313-4631-a23f-3cedf88990ad · outbound

This paper cites Hsr-diff: Hyperspectral image super- resolution via conditional diffusion models.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hsr-diff: Hyperspectral image super- resolution via conditional diffusion models

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.434210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.196016Z digest=sha256:2f213c394f457b61096b242bd641bd9eaae0917da7b50db50bb4072fe1de62a0

Observation 9009d45b-8218-4b2e-8f2a-15007ffe5302 · outbound

This paper cites Ediffsr: An efficient diffusion prob- abilistic model for remote sensing image super-resolution.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Ediffsr: An efficient diffusion prob- abilistic model for remote sensing image super-resolution

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.419153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.200302Z digest=sha256:fd6cae7ed87682b46fab9daed1d7dc887d753b8ed6a0dbc734f2473cae13e535

Observation ebf0c376-a7bd-4c8a-ac85-9c33cd6dea2c · outbound

This paper cites Multitask sparse representation model-inspired network for hyperspectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Multitask sparse representation model-inspired network for hyperspectral image denoising

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.404808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.204936Z digest=sha256:b79722cb9aebe89c808c3a7589ca9ddc9e45efd4ffb1c69a071092581359cb69

Observation 178f182f-5e0d-4f7f-98e8-00b8490d40e0 · outbound

This paper cites Deep gradient projection networks for pan-sharpening.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Deep gradient projection networks for pan-sharpening

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.389104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.209374Z digest=sha256:1ac3b58cfb091bf48038bd9e8ecd487f4ef8d1a253ffad2463148c521187e54b

Observation 4ba607c3-7b6e-47bd-a800-fed0d3143f32 · outbound

This paper cites Pan-denoising: Guided hyperspectral image denoising via weighted represent coefficient total variation.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Pan-denoising: Guided hyperspectral image denoising via weighted represent coefficient total variation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.372907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.214022Z digest=sha256:d9d268e1da209f7722c56f8afd7a77bc0ee773764ccdd14cb118109c759eae3b

Observation a01524e5-c9e0-4660-8896-c4f8e47148a4 · outbound

This paper cites Overview frequency principle/spectral bias in deep learning.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Overview frequency principle/spectral bias in deep learning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T21:43:07.218426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:43:07.218426Z digest=sha256:baef7226802494996f06cadb83cd856d3b9fa3347331a6249e538dffb5f67d1d

Observation b8d7469a-7f07-447b-ad4b-280e2130ac43 · outbound

This paper cites Hyperspectral image denoising employ- ing a spatial-spectral deep residual convolutional neural net- work.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image denoising employ- ing a spatial-spectral deep residual convolutional neural net- work

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.356314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.223293Z digest=sha256:548ce3a8124c751477c9970a86720f8c8ac6950637c3a3fca983deceea7f9c76

Observation 3c0dfbf5-3d54-4b71-82a8-376f8e285d0d · outbound

This paper cites Unmixing diffusion for self-supervised hyperspectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Unmixing diffusion for self-supervised hyperspectral image denoising

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.340386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.227767Z digest=sha256:e4167b57f73cea147fd1b26132eb80083e786505c89c212aa769bb79c76b3e1c

Observation 27eb6ebd-3c3d-46aa-a190-f068e3e84a83 · outbound

This paper cites Hyperspectral image restoration using low-rank matrix recovery.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image restoration using low-rank matrix recovery

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.325609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.232452Z digest=sha256:986ce6f159ea3c6872f25760123e8a425a1bd49311a69b2a5a60a156fc492922

Observation b2ca87e6-26f9-4c89-9ca5-655f00dcb2bc · outbound

This paper cites Three- dimension spatial-spectral attention transformer for hyper- spectral image denoising.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Three- dimension spatial-spectral attention transformer for hyper- spectral image denoising

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.310846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.237681Z digest=sha256:48260e91a2ce3823951212a5ebd49edf817cff9c7c0b4672d6bd65371fe28daa

Observation 5c15a084-5b01-46bf-aa98-3b6397abb64e · outbound

This paper cites Hyperspectral image de- noising: From model-driven, data-driven, to model-data- driven.

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image Hyperspectral image de- noising: From model-driven, data-driven, to model-data- driven

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:43:07.295315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T21:43:07.241878Z digest=sha256:c903317214f3112a83b7bd7eee2af1d8c14703de19c8797ec55b397321be1bce

Pith citing papers

No inbound Pith citation observations are available.