Degradation-Aware Metric Prompting for Hyperspectral Image Restoration | Paper Citation Record

Observation 48c27a76-db3c-4b9c-9163-de0452c3accb · outbound

This paper cites Sparse recovery of hyper- spectral signal from natural rgb images.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Sparse recovery of hyper- spectral signal from natural rgb images

Reference 1

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Observation cf07e301-b01f-45b9-a6ad-d4e2c16add16 · outbound

This paper cites Ntire 2022 spectral recovery chal- lenge and data set.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Ntire 2022 spectral recovery chal- lenge and data set

Reference 2

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Observation de8b19f7-569c-42a0-af79-57180ce648be · outbound

This paper cites Deep learning for classification of hyperspectral data: A comparative review.IEEE geoscience and remote sensing magazine, 7(2):159–173, 2019.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Deep learning for classification of hyperspectral data: A comparative review.IEEE geoscience and remote sensing magazine, 7(2):159–173, 2019

Reference 3

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Observation 9ecab526-f508-4514-848d-41e5828fe614 · outbound

This paper cites Hsi-denet: Hyperspectral image restoration via convolutional neural network.IEEE Transactions on Geoscience and Remote Sensing, 57(2):667–682, 2018.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hsi-denet: Hyperspectral image restoration via convolutional neural network.IEEE Transactions on Geoscience and Remote Sensing, 57(2):667–682, 2018

Reference 4

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Observation 2cd676e9-7851-4d89-9099-e70f292bef32 · outbound

This paper cites Mapping of forest alliances with simulated multi-seasonal hyperspectral satellite imagery.Remote Sensing of Environ- ment, 210:490–507, 2018.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Mapping of forest alliances with simulated multi-seasonal hyperspectral satellite imagery.Remote Sensing of Environ- ment, 210:490–507, 2018

Reference 5

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Observation a3705c69-f153-4d5c-9cc0-6d1400839964 · outbound

This paper cites In- structir: High-quality image restoration following human in- structions.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration In- structir: High-quality image restoration following human in- structions

Reference 6

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Observation b79c2f5c-569f-4ee8-9b8e-431b0969bff4 · outbound

This paper cites Total-variation-regularized low-rank matrix factoriza- tion for hyperspectral image restoration.IEEE transactions on geoscience and remote sensing, 54(1):178–188, 2015.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Total-variation-regularized low-rank matrix factoriza- tion for hyperspectral image restoration.IEEE transactions on geoscience and remote sensing, 54(1):178–188, 2015

Reference 7

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Observation 89f4dd4c-0359-499e-8814-1c33d384379c · outbound

This paper cites Hybrid convolutional and attention network for hyper- spectral image denoising.IEEE Geoscience and Remote Sensing Letters, 21:1–5, 2024.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hybrid convolutional and attention network for hyper- spectral image denoising.IEEE Geoscience and Remote Sensing Letters, 21:1–5, 2024

Reference 8

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Observation a81be000-328d-41b2-81b0-e3396e89600b · outbound

This paper cites an unresolved cited work.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Unresolved cited work

Reference 9

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Observation 87b5bdc9-6c70-411e-ba1a-c91f5f4b565c · outbound

This paper cites Autodir: Automatic all-in-one image restoration with latent diffusion.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Autodir: Automatic all-in-one image restoration with latent diffusion

Reference 10

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Observation 28ed3b82-4abf-4738-9da2-39724189f25e · outbound

This paper cites Hyrank hyperspectral satellite dataset i, 2018.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hyrank hyperspectral satellite dataset i, 2018

Reference 11

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Observation 8cd0193d-c68c-410a-bb57-2d97f35c79ed · outbound

This paper cites PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation

Reference 12

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Observation cc6fca12-c064-4aa6-8e0a-aa5b3f3e6a6a · outbound

This paper cites All-in-one image restoration for unknown corruption.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration All-in-one image restoration for unknown corruption

Reference 13

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Observation 6bac51ea-7fb4-4c39-86a7-580e923ee911 · outbound

This paper cites FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration

Reference 14

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Observation ec9facfa-46a2-4c93-81ab-229d9340db6e · outbound

This paper cites Ld-rps: Zero-shot uni- fied image restoration via latent diffusion recurrent posterior sampling.arXiv preprint arXiv:2507.00790, 2025.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Ld-rps: Zero-shot uni- fied image restoration via latent diffusion recurrent posterior sampling.arXiv preprint arXiv:2507.00790, 2025

Reference 15

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Observation 5099afb3-ac45-4d8c-bfb7-88c410e360e0 · outbound

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

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Spatial-spectral transformer for hyperspectral image denoising

Reference 16

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Observation ee211315-16b1-431d-9a89-b3eb0f48e066 · outbound

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

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Spatial-spectral transformer for hyperspectral image denoising

Reference 17

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Observation d404b967-e343-4083-862f-554a4e2bdcdd · outbound

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

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Spectral enhanced rectangle transformer for hyperspectral image denoising

Reference 18

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Observation 8ce1ad71-168a-49ad-af54-f270d21ba1d9 · outbound

This paper cites Latent diffusion enhanced rect- angle transformer for hyperspectral image restoration.IEEE Transactions on Pattern Analysis and Machine Intelligence,.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Latent diffusion enhanced rect- angle transformer for hyperspectral image restoration.IEEE Transactions on Pattern Analysis and Machine Intelligence,

Reference 19

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Observation 10feea99-3a74-4fad-8cdd-6313b0cc6da7 · outbound

This paper cites Supervise-assisted self-supervised deep-learning method for hyperspectral image restoration.IEEE Transactions on Neu- ral Networks and Learning Systems, 36(4):7331–7344, 2024.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Supervise-assisted self-supervised deep-learning method for hyperspectral image restoration.IEEE Transactions on Neu- ral Networks and Learning Systems, 36(4):7331–7344, 2024

Reference 20

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Observation 68b35036-b186-4d1b-912d-d005d8fe5fba · outbound

This paper cites Hyperspectral image super-resolution using deep convo- lutional neural network.Neurocomputing, 266:29–41, 2017.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hyperspectral image super-resolution using deep convo- lutional neural network.Neurocomputing, 266:29–41, 2017

Reference 21

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Observation da973972-6287-4483-8ea7-0434696eb277 · outbound

This paper cites an unresolved cited work.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Unresolved cited work

Reference 22

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Observation 69689ab8-f957-4a3e-90f3-151360f0405c · outbound

This paper cites Hyperspectral image super- resolution via dual-domain network based on hybrid convo- lution.IEEE Transactions on Geoscience and Remote Sens- ing, 62:1–18, 2024.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hyperspectral image super- resolution via dual-domain network based on hybrid convo- lution.IEEE Transactions on Geoscience and Remote Sens- ing, 62:1–18, 2024

Reference 23

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Observation 3b37fa67-933b-4d2d-989d-f7a184922800 · outbound

This paper cites Uhd-processer: Unified uhd image restora- tion with progressive frequency learning and degradation- aware prompts.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Uhd-processer: Unified uhd image restora- tion with progressive frequency learning and degradation- aware prompts

Reference 24

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Observation c3a92af3-2edf-4b09-a663-99bf3e8b7b22 · outbound

This paper cites Swin transformer: 9 Hierarchical vision transformer using shifted windows.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Swin transformer: 9 Hierarchical vision transformer using shifted windows

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Observation e42f03ea-4f98-45ab-ba1f-41a55431f2fc · outbound

This paper cites Dual self-attention swin transformer for hyperspectral image super-resolution.IEEE Transactions on Geoscience and Remote Sensing, 61:1–12, 2023.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Dual self-attention swin transformer for hyperspectral image super-resolution.IEEE Transactions on Geoscience and Remote Sensing, 61:1–12, 2023

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Observation d50ab41c-bcf6-405d-b62a-13d2a2eed839 · outbound

This paper cites Visual-instructed degradation diffusion for all-in-one image restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Visual-instructed degradation diffusion for all-in-one image restoration

Reference 27

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Observation ca1dd8e1-3516-44f6-8ba9-4f677b261b20 · outbound

This paper cites Intriguing findings of frequency selection for image deblurring.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Intriguing findings of frequency selection for image deblurring

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Observation 903d8969-7222-4f79-bf38-456ebf9389c3 · outbound

This paper cites Loformer: Local frequency transformer for im- age deblurring.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Loformer: Local frequency transformer for im- age deblurring

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Observation 0b6ca739-6efd-437b-95cd-10b0031598b0 · outbound

This paper cites Rapid deter- mination of inner quality parameters of intact mango fruits using portable near infrared spectroscopy.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Rapid deter- mination of inner quality parameters of intact mango fruits using portable near infrared spectroscopy

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Observation 85841786-0dcc-4bdb-8e51-89836635e720 · outbound

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

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hir-diff: Unsupervised hyper- spectral image restoration via improved diffusion models

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Observation d7f54db4-81fd-4124-a8bc-992661a72d21 · outbound

This paper cites Promptir: Prompting for all-in- one image restoration.Advances in Neural Information Pro- cessing Systems, 36:71275–71293, 2023.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Promptir: Prompting for all-in- one image restoration.Advances in Neural Information Pro- cessing Systems, 36:71275–71293, 2023

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Observation 5adebdd2-1be4-41e2-8dfb-e2c7bc169bd8 · outbound

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Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Unresolved cited work

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Observation 3e3bd2b3-ddd1-4444-9247-538e1125bd7d · outbound

This paper cites Gendeg: Diffusion-based degradation synthesis for generalizable all-in-one image restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Gendeg: Diffusion-based degradation synthesis for generalizable all-in-one image restoration

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Observation 79ceaee1-260b-4dff-8730-b07e230aabf1 · outbound

This paper cites Wavelet-based sparse reduced-rank regression for hyperspectral image restoration.IEEE Transactions on Geo- science and Remote Sensing, 52(10):6688–6698, 2014.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Wavelet-based sparse reduced-rank regression for hyperspectral image restoration.IEEE Transactions on Geo- science and Remote Sensing, 52(10):6688–6698, 2014

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This paper cites Automatic hyperspectral image restoration using sparse and low-rank modeling.IEEE Geoscience and Re- mote Sensing Letters, 14(12):2335–2339, 2017.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Automatic hyperspectral image restoration using sparse and low-rank modeling.IEEE Geoscience and Re- mote Sensing Letters, 14(12):2335–2339, 2017

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Observation 5b86f983-d680-4df6-8a6d-226d028ff82a · outbound

This paper cites Image restoration for remote sensing: Overview and toolbox.IEEE Geoscience and Remote Sens- ing Magazine, 10(2):201–230, 2021.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Image restoration for remote sensing: Overview and toolbox.IEEE Geoscience and Remote Sens- ing Magazine, 10(2):201–230, 2021

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Observation 3e37c8aa-5c8b-4e85-97d4-14d10ca56002 · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration U- net: Convolutional networks for biomedical image segmen- tation

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Observation b9054d1e-2099-4952-a474-f7aaa115f102 · outbound

This paper cites Degradation-aware feature perturbation for all-in- one image restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Degradation-aware feature perturbation for all-in- one image restoration

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Observation 3cbac09d-c24d-4616-b7dc-51442387f6b5 · outbound

This paper cites Stripformer: Strip transformer for fast image deblurring.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Stripformer: Strip transformer for fast image deblurring

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Observation 410547b3-bf8f-4707-8095-d4f82f82becc · outbound

This paper cites Hy- perspectral image super-resolution meets deep learning: A survey and perspective.IEEE/CAA Journal of Automatica Sinica, 10(8):1668–1691, 2023.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hy- perspectral image super-resolution meets deep learning: A survey and perspective.IEEE/CAA Journal of Automatica Sinica, 10(8):1668–1691, 2023

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Observation 5000921c-16d0-407c-bf25-f00da31c7416 · outbound

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

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hyperspectral image restoration via total variation regularized low-rank tensor decomposition

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Observation 8bc9415b-e3b8-44f1-8428-922189b79a64 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612, 2004.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Image quality assessment: from error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612, 2004

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Observation e233684a-61b8-4f01-8c5c-c3d0e38ce55b · outbound

This paper cites Predictive filtering integrated generative remote sensing hyperspectral image inpainting.IEEE Geoscience and Remote Sensing Let- ters, 2025.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Predictive filtering integrated generative remote sensing hyperspectral image inpainting.IEEE Geoscience and Remote Sensing Let- ters, 2025

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Observation 91c688af-3a8c-4cf3-bea5-76070fa10837 · outbound

This paper cites Mp- hsir: A multi-prompt framework for universal hyperspectral image restoration.arXiv preprint arXiv:2503.09131, 2025.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Mp- hsir: A multi-prompt framework for universal hyperspectral image restoration.arXiv preprint arXiv:2503.09131, 2025

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Observation b02a43fd-23a6-4656-95f8-aa7b1f1121c5 · outbound

This paper cites Non-local similarity based tensor decomposition for hyperspectral image denoising.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Non-local similarity based tensor decomposition for hyperspectral image denoising

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Observation a33f25b0-5fe1-4137-87a6-b2d5dba8e466 · outbound

This paper cites Generalized assorted pixel camera: post- capture control of resolution, dynamic range, and spectrum.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Generalized assorted pixel camera: post- capture control of resolution, dynamic range, and spectrum

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Observation 9e0a06fb-57a6-4f72-a766-4fae0fbadc73 · outbound

This paper cites Differential Transformer.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Differential Transformer

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Observation 6e4a4e27-0504-4a6c-99d5-22c6dc587c5a · outbound

This paper cites Aerial hyperspectral remote sensing classification dataset of xiongan new area (matiwan village).National Remote Sensing Bulletin, 24 (11):1299–1306, 2020.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Aerial hyperspectral remote sensing classification dataset of xiongan new area (matiwan village).National Remote Sensing Bulletin, 24 (11):1299–1306, 2020

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Observation 91877fba-a61e-4ae8-b5c9-7c510ac6fbb3 · outbound

This paper cites Airborne hyperspectral data over chikusei.Space Appl.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Airborne hyperspectral data over chikusei.Space Appl

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Observation adcdd208-0900-46c2-96ac-a4ca721a8260 · outbound

This paper cites V olformer: Explore more com- prehensive cube interaction for hyperspectral image restora- tion and beyond.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration V olformer: Explore more com- prehensive cube interaction for hyperspectral image restora- tion and beyond

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Observation 5fe06f3a-09f3-4b5c-ae3e-416fae1d4f00 · outbound

This paper cites Dstrans: Dual-stream transformer for hyperspectral image restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Dstrans: Dual-stream transformer for hyperspectral image restoration

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.025711Z

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Observation b5b3b2bb-8100-4976-b7f0-3843489401aa · outbound

This paper cites an unresolved cited work.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.027688Z

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Observation 521e13d1-12b8-4d34-9304-efaa130f4d46 · outbound

This paper cites Com- plexity experts are task-discriminative learners for any im- age restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Com- plexity experts are task-discriminative learners for any im- age restoration

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Observation 70ad6552-ab51-4a25-95c4-0e9960de7d1a · outbound

This paper cites Multi-stage progressive image restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Multi-stage progressive image restoration

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.031531Z

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Observation 94cf27f9-7766-478a-9b6a-7c8a91e50785 · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Restormer: Efficient transformer for high-resolution image restoration

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.033445Z

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Observation 90079f02-96d8-4f26-b0aa-0d817f73a0fe · outbound

This paper cites Hyperspectral image restoration via cnn de- noiser prior regularized low-rank tensor recovery.Computer Vision and Image Understanding, 197:103004, 2020.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hyperspectral image restoration via cnn de- noiser prior regularized low-rank tensor recovery.Computer Vision and Image Understanding, 197:103004, 2020

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.035500Z

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Observation 39d020f8-ba20-478f-a322-c3fa10498409 · outbound

This paper cites Hyperspectral image restoration using low-rank matrix recovery.IEEE transactions on geoscience and remote sensing, 52(8):4729–4743, 2013.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Hyperspectral image restoration using low-rank matrix recovery.IEEE transactions on geoscience and remote sensing, 52(8):4729–4743, 2013

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Observation 2de02317-ffe3-4eb2-9edf-12aeb092a582 · outbound

This paper cites Essaformer: Efficient transformer for hyperspectral image super-resolution.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Essaformer: Efficient transformer for hyperspectral image super-resolution

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.039300Z

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Observation 9aacebb8-9611-4317-bb8a-974d8b3504b2 · outbound

This paper cites Selective hourglass mapping for universal image restoration based on diffusion model.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Selective hourglass mapping for universal image restoration based on diffusion model

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Observation 24cf3a05-6fe5-4e93-8a2a-1f7fedab0a5e · outbound

This paper cites UniRes: Universal Image Restoration for Complex Degradations.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration UniRes: Universal Image Restoration for Complex Degradations

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Resolution: unresolved; no resolver link, observed 2026-08-03T14:31:00.043691Z

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