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Paper Citation Record · LEDGER

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework

As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2509.05000.

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

pith.paper-citation-record.v1
2509.05000 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:46:45.157998Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

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

measured 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

61 of 61 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c15c5d86-451b-4db0-a058-65a4a754ed0e · outbound

This paper cites Deep learning safety concerns in automated driving perception,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Deep learning safety concerns in automated driving perception,

Reference 1

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Observation 03ccecbe-ea5c-43a1-aded-218ed7b52452 · outbound

This paper cites Datransnet: dynamic attention transformer network for infrared small target detection,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Datransnet: dynamic attention transformer network for infrared small target detection,

Reference 2

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Observation 09c3387d-d616-4387-a29c-f00e5e06d7c7 · outbound

This paper cites Background semantics matter: Cross-task feature exchange network for clustered infrared small target detection with sky-annotated dataset,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Background semantics matter: Cross-task feature exchange network for clustered infrared small target detection with sky-annotated dataset,

Reference 3

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Observation 4fbd7192-42f3-4ea6-b5a5-42162dd0cd41 · outbound

This paper cites A review of object detection based on deep learning,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework A review of object detection based on deep learning,

Reference 4

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Observation 1df888fd-7cf0-43b8-9b9a-bc65300d7a55 · outbound

This paper cites Double domain guided real-time low-light image enhance- ment for ultra-high-definition transportation surveillance,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Double domain guided real-time low-light image enhance- ment for ultra-high-definition transportation surveillance,

Reference 5

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Source-reported events for the cited work

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Observation 04d81b61-2638-4396-81ca-046ba5b7bf22 · outbound

This paper cites Degrade is upgrade: Learning degradation for low-light image enhancement,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Degrade is upgrade: Learning degradation for low-light image enhancement,

Reference 6

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Source-reported events for the cited work

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Observation 65479cb3-f9da-4968-a7d7-947c2c79165c · outbound

This paper cites Rfn-nest: An end-to-end residual fusion network for infrared and visible images,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Rfn-nest: An end-to-end residual fusion network for infrared and visible images,

Reference 7

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Source-reported events for the cited work

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

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Observation 6ce28e1d-8e04-4434-889f-f84948e9af43 · outbound

This paper cites Cufd: An encoder–decoder network for visible and infrared image fusion based on common and unique feature decompo- sition,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Cufd: An encoder–decoder network for visible and infrared image fusion based on common and unique feature decompo- sition,

Reference 8

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Source-reported events for the cited work

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

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Observation ad5bfbce-b042-4753-a70b-e9c44973c609 · outbound

This paper cites Fusiongan: A generative adversarial network for infrared and visible image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Fusiongan: A generative adversarial network for infrared and visible image fusion,

Reference 9

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Source-reported events for the cited work

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

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Observation 1f7f6c05-c131-40a8-ac25-c90d9e6ee9d5 · outbound

This paper cites Ddcgan: A dual-discriminator conditional generative adversarial network for multi-resolution image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Ddcgan: A dual-discriminator conditional generative adversarial network for multi-resolution image fusion,

Reference 10

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Source-reported events for the cited work

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

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Observation 395482d9-6f1a-49d0-acc2-22b04f82a2ce · outbound

This paper cites Densefuse: A fusion approach to infrared and visible images,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Densefuse: A fusion approach to infrared and visible images,

Reference 11

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Source-reported events for the cited work

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

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Observation 6a219ebf-f194-46a2-92ab-36d4c99e5b80 · outbound

This paper cites Sgfusion: A saliency guided deep-learning framework for pixel-level image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Sgfusion: A saliency guided deep-learning framework for pixel-level image fusion,

Reference 12

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Source-reported events for the cited work

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

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Observation 00f5ac20-1934-4497-b4b7-6fbefd3afc85 · outbound

This paper cites U2fusion: A unified unsupervised image fusion network,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework U2fusion: A unified unsupervised image fusion network,

Reference 13

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Source-reported events for the cited work

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

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Observation 89d86dc3-5ad3-42a9-80f9-be5a1b14c57a · outbound

This paper cites Ydtr: Infrared and visible image fusion via y-shape dynamic transformer,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Ydtr: Infrared and visible image fusion via y-shape dynamic transformer,

Reference 14

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Source-reported events for the cited work

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

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Observation a6422bdb-2bd7-4403-a1cc-40981fdb44aa · outbound

This paper cites Datfuse: Infrared and visible image fusion via dual attention transformer,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Datfuse: Infrared and visible image fusion via dual attention transformer,

Reference 15

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Source-reported events for the cited work

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

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Observation 284aa39f-2462-4c0c-8126-b2fb1bb5fbde · outbound

This paper cites Swinfusion: Cross-domain long-range learning for gen- eral image fusion via swin transformer,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Swinfusion: Cross-domain long-range learning for gen- eral image fusion via swin transformer,

Reference 16

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Source-reported events for the cited work

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

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Observation b9f1af7b-3343-41f6-85ee-52ac19a23606 · outbound

This paper cites You only need 90k parameters to adapt light: a light weight transformer for image enhancement and exposure correction,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework You only need 90k parameters to adapt light: a light weight transformer for image enhancement and exposure correction,

Reference 17

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Source-reported events for the cited work

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

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Observation 7d28e996-8f3f-445f-8a04-d0a9db44e89e · outbound

This paper cites Swinir: Image restoration using swin trans- former,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Swinir: Image restoration using swin trans- former,

Reference 18

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Source-reported events for the cited work

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

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Observation 8a9fc9e2-fb25-4e76-bd10-817b6baa4ef6 · outbound

This paper cites Lvif-net: Learning synchronous visible and infrared image fusion and enhancement under low-light conditions,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Lvif-net: Learning synchronous visible and infrared image fusion and enhancement under low-light conditions,

Reference 19

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Source-reported events for the cited work

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

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Observation 8245dfa6-3d54-4a70-8ec7-17d511c76643 · outbound

This paper cites Text- if: Leveraging semantic text guidance for degradation- aware and interactive image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Text- if: Leveraging semantic text guidance for degradation- aware and interactive image fusion,

Reference 20

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Source-reported events for the cited work

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

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Observation be797b5a-4693-4f5e-a93e-1c26b01a456b · outbound

This paper cites Fusion method for infrared and visible images by using non- negative sparse representation,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Fusion method for infrared and visible images by using non- negative sparse representation,

Reference 21

Resolution
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Source-reported events for the cited work

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Observation 993bd943-79e5-4f71-af25-f6e0a65491cb · outbound

This paper cites Infrared and visible image fusion using multi-scale nsct and rolling-guidance filter,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Infrared and visible image fusion using multi-scale nsct and rolling-guidance filter,

Reference 22

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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 2026-08-08T06:32:00.761636+00:00.

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Observation 6bed9c7d-6b56-41c5-9357-c140f08d170d · outbound

This paper cites Swinfuse: A residual swin transformer fusion network for infrared and visible images,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Swinfuse: A residual swin transformer fusion network for infrared and visible images,

Reference 23

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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 2026-08-08T06:32:00.761636+00:00.

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Observation 6b22c3ce-815e-448d-af3b-38d9bf9337fd · outbound

This paper cites Target-aware dual adversarial learning and a multi-scenario multi-modality benchmark to fuse infrared and visible for object detection,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Target-aware dual adversarial learning and a multi-scenario multi-modality benchmark to fuse infrared and visible for object detection,

Reference 24

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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 2026-08-08T06:32:00.761636+00:00.

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Observation 4fe5b29b-3ea7-4571-96f7-afe9ccc12935 · outbound

This paper cites Piafusion: A progressive infrared and visible image fusion network based on illumination aware,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Piafusion: A progressive infrared and visible image fusion network based on illumination aware,

Reference 25

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Source-reported events for the cited work

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

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Observation e441ceac-fb5a-41ad-8f02-53f63c351c7e · outbound

This paper cites An unsupervised fusion method for infrared and visible image fusion under low-light condition,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework An unsupervised fusion method for infrared and visible image fusion under low-light condition,

Reference 26

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T05:46:42.194964Z digest=sha256:b9ee821191e435ec98a4e622dc6799eb1b90c6c33082dd014654f81b89fc88ea

Observation 20587fcd-9e28-4564-944c-16a6b6b87af1 · outbound

This paper cites Divfusion: Darkness-free infrared and visible image 17 fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Divfusion: Darkness-free infrared and visible image 17 fusion,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-05T05:46:51.357508Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.278907Z digest=sha256:5cdda855b240f329db49d309575d6f1613fe9ba4aa3bb7e401589b9f155da878

Observation abd5d051-4778-47f3-a4d8-c99b69fcdc9a · outbound

This paper cites Drmf: Degradation-robust multi-modal image fusion via composable diffusion prior,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Drmf: Degradation-robust multi-modal image fusion via composable diffusion prior,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-05T05:46:51.062633Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.364334Z digest=sha256:7ce623a8cdb642e68e3da86c9aa09dea2a8a742f4cc7ab16040d5124533be9a2

Observation be61649b-8278-4395-b361-421b9956be2b · outbound

This paper cites A theory for multiresolution signal decom- position: the wavelet representation,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework A theory for multiresolution signal decom- position: the wavelet representation,

Reference 29

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raw_fallback, observed 2026-08-05T05:46:50.884614Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.421830Z digest=sha256:ff4324d9c2c214c9c8eae81878bfb40c7a709243508f01d294eecef6424a6f52

Observation 2a715af3-8566-457e-8200-ebbc6e368b6b · outbound

This paper cites Multisensor image fusion using the wavelet transform,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Multisensor image fusion using the wavelet transform,

Reference 30

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raw_fallback, observed 2026-08-05T05:46:50.723488Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.502628Z digest=sha256:e0975910e600d91a46d2a8656a3a56b705945ca149a074fe6c9d679fca5e67fc

Observation f8d40dd6-5942-4258-ab60-5087beb702ec · outbound

This paper cites Infrared and visible image fusion: Methods, datasets, applications, and prospects,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Infrared and visible image fusion: Methods, datasets, applications, and prospects,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:50.565046Z

Source-reported events for the cited work

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

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Observation a49c3c43-ed5b-4a4f-ae4b-8dce6d65a6b6 · outbound

This paper cites Mfif-dwt-cnn: Multi-focus ımage fusion based on discrete wavelet trans- form with deep convolutional neural network,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Mfif-dwt-cnn: Multi-focus ımage fusion based on discrete wavelet trans- form with deep convolutional neural network,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:50.436768Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.673867Z digest=sha256:e010b2553425abfcec79666178987fc91934b06e95c084c4e51c9f2330299e88

Observation 15539c41-1f6b-4def-b4ea-33fc97b6898a · outbound

This paper cites Wavefusionnet: Infrared and visible image fusion based on multi-scale feature encoder–decoder and discrete wavelet decomposi- tion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Wavefusionnet: Infrared and visible image fusion based on multi-scale feature encoder–decoder and discrete wavelet decomposi- tion,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:50.237248Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.763328Z digest=sha256:54dada76d631cde7a0191e8aef8acfd2c50d1ab553db6e5d7fb548f1b6051937

Observation 23b43adf-15c6-4654-a49d-6be720efdce0 · outbound

This paper cites Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:46:45.615341Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.827533Z digest=sha256:cbed79c303ff7e223390bdd60df23c53adf7ac3b108652b9e953983d2406fcc6

Observation 416ec69e-af06-4cf7-9a94-0b10687ca1aa · outbound

This paper cites Vqa: Visual question answering,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Vqa: Visual question answering,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:50.025161Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.890747Z digest=sha256:f46a5c1008b3d43c78da8b28d4c63dc1c527bd08f13b2fb68f02921835793d29

Observation 8262841c-29c2-41d3-b847-acd36f9343fb · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Learning transferable visual models from natural language supervision,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:49.896985Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.956302Z digest=sha256:eea53be3057b8176f7914ddb62f7bf5b66f48e49e39ced6444976269bcb4c6c2

Observation 6d577320-a902-465a-ab28-027bf95059c9 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:49.722793Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:42.968543Z digest=sha256:ee713d0c92fb039646d0b506cdaa2da6b4d55fbe506d44ee444177f7cb6f5aea

Observation 3972e16e-a020-44f7-8392-8d5b691cd222 · outbound

This paper cites Visual instruc- tion tuning,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Visual instruc- tion tuning,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:49.545464Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.033987Z digest=sha256:ef13abc23eb1498448aee4fccb4195ed64f8e74c708c4440f55f5cba9b13f991

Observation bebf9de2-45ee-44ef-bdfc-b06bb700dbb9 · outbound

This paper cites Degradation-Aware Image Enhancement via Vision-Language Classification.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Degradation-Aware Image Enhancement via Vision-Language Classification

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:46:45.415882Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.096309Z digest=sha256:69f8cc4a474c9870452efa4b6336abc51f10b00b296f4e8ef2d5786bfd7aca76

Observation 6d019526-94c5-4251-9975-7b9c77391a41 · outbound

This paper cites Infrared and visible image fusion via text-prior guided frequency-domain decomposition,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Infrared and visible image fusion via text-prior guided frequency-domain decomposition,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:49.428756Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.280973Z digest=sha256:fd7296ccabdf81b1d16e450d4407a97e7044a824b07c81f497faae7528f7b621

Observation 128db4e3-1383-4942-9308-410e885e66c0 · outbound

This paper cites The haar wavelet transform: its status and achievements,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework The haar wavelet transform: its status and achievements,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:49.250046Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.454590Z digest=sha256:964c6cf0653d50be9cfafa01c00b2295c9934224bf5f26f9413fd71db91bd278

Observation 2114ab49-4bf8-41ca-8a05-2d651c7f1430 · outbound

This paper cites Zero-shot low-light image enhancement via joint frequency domain priors guided diffusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Zero-shot low-light image enhancement via joint frequency domain priors guided diffusion,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:49.106996Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.575028Z digest=sha256:faae0c2df1f2cf45dd513e7f52963c915b819a74f8d176ca46874ed6e9b15669

Observation 8c2e654e-1580-4cfb-84ba-9d7534fbcf8e · outbound

This paper cites Research and application of the wavelet high-frequency coefficient direct mapping algorithm in the micro-defect target detection system of an infrared objective lens,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Research and application of the wavelet high-frequency coefficient direct mapping algorithm in the micro-defect target detection system of an infrared objective lens,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.924047Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.684273Z digest=sha256:88d37b7193fb156e654122ab4b22845648b254d1993c33cdd6a29c0e4e13bc8c

Observation 2760475f-991f-4efe-b3c4-5f006232f3f5 · outbound

This paper cites Contrast enhancement for image based on wavelet neural network and stationary wavelet transform,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Contrast enhancement for image based on wavelet neural network and stationary wavelet transform,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.803364Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.764111Z digest=sha256:1bebeb7008c8002f511451c71d31ba99d7c495f68cd78e09655399238ed329ad

Observation 0aef5fda-10fb-435d-800f-14935dad747f · outbound

This paper cites Llvip: A visible-infrared paired dataset for low-light vision,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Llvip: A visible-infrared paired dataset for low-light vision,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.634751Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:43.887073Z digest=sha256:433abbfeec1c4ead53f8eaf375123fc7ee6874b2911fa2e610695c1f1aaa5f00

Observation d7e4c099-89b2-4397-bec5-7dcdc95e703c · outbound

This paper cites Ganmcc: A generative adversarial network with multiclassifica- tion constraints for infrared and visible image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Ganmcc: A generative adversarial network with multiclassifica- tion constraints for infrared and visible image fusion,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.508667Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.058413Z digest=sha256:ccfe07a83ac505c9d0f163c8e39f4852e127df197c8283c9d2acb170920cb6b4

Observation a8cbdf13-d6b4-4dd7-853d-036be6bd681d · outbound

This paper cites Sdnet: A versatile squeeze- and-decomposition network for real-time image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Sdnet: A versatile squeeze- and-decomposition network for real-time image fusion,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.376050Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.192598Z digest=sha256:c74ce5f2c6d38d4d3c189133ecc629ac53d8c5824ff379b7dc1922e56cd3f3df

Observation 22eaeab1-af45-4140-a648-63d09caa4d3b · outbound

This paper cites Classification saliency- based rule for visible and infrared image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Classification saliency- based rule for visible and infrared image fusion,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.231658Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.323981Z digest=sha256:0fb55728d2ecae6fa9a07dfac37093d58e52255685193ee8cd14d6e916b00e02

Observation ba8b2601-ecfd-4710-9650-6103f155f8f9 · outbound

This paper cites Itfuse: An interactive transformer for infrared and visible image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Itfuse: An interactive transformer for infrared and visible image fusion,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:48.059629Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.378107Z digest=sha256:82564b34c3e87c31db78a45ac6a339aa0918fa36fb70e1ea2c5dcb407df2ed98

Observation c6370644-66e7-4d26-991f-c8b553272641 · outbound

This paper cites Freqgan: Infrared and visible image fusion via unified frequency adversarial learning,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Freqgan: Infrared and visible image fusion via unified frequency adversarial learning,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:47.891114Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.478343Z digest=sha256:6eb905281fa0740d944c7384dbe50b0016c141e3343355ec33cc58017e817379

Observation c6a0d211-f2d1-4e86-8b9a-b2153a0b517d · outbound

This paper cites Detail preserved fusion of visible and infrared images using regional saliency extraction and multi-scale image decom- position,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Detail preserved fusion of visible and infrared images using regional saliency extraction and multi-scale image decom- position,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:47.743876Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.542199Z digest=sha256:47c66e6e84a4e2754b6ab71346175726ea267247252a05827fee25de57cbd61f

Observation 93f006e3-2e69-4abd-aca5-d316a8ef9bfb · outbound

This paper cites Hybrid multimodality med- ical image fusion technique for feature enhancement in medical diagnosis,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Hybrid multimodality med- ical image fusion technique for feature enhancement in medical diagnosis,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:47.605837Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.612327Z digest=sha256:a5c34e70752515067bd1591c09db90fab3b8d984ecac2e6108cf16f74dd0edc3

Observation 105b1151-88a9-4d9d-856e-4bc585e47b00 · outbound

This paper cites In-fibre bragg grating sensors,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework In-fibre bragg grating sensors,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:47.418519Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.708265Z digest=sha256:24cec600289a8af5f5e9980da6a3437618785f011cdd2cce8d6f7b5c1f46e1e3

Observation 395e09cf-ae81-44a0-b68b-cec01b8792ed · outbound

This paper cites Image quality measures and their performance,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Image quality measures and their performance,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:47.250991Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.757994Z digest=sha256:61d30c717a27768cdd4cc5db9c699d2c8b06e4729beba0ae3e61627c1161881e

Observation aeeb9dab-0bfa-4276-8e5f-28a6ed38b9a2 · outbound

This paper cites A non-reference image fusion metric based on mutual information of image features,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework A non-reference image fusion metric based on mutual information of image features,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:47.050313Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.822881Z digest=sha256:1dcbb5f3b405bd90d8e98ebfccfc0b2f86ac48abb455fd9655808f9174ae1077

Observation 187cd5e0-9907-4b7f-8a99-3211eb1f76d4 · outbound

This paper cites Information measure for performance of image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Information measure for performance of image fusion,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:46.898573Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.895314Z digest=sha256:4e1040dbf0b076030c2123981a6d9d1e14c0e902138b70a5f63e16c898cbd1a4

Observation 4fc459ad-5a76-46ad-937e-421065909be5 · outbound

This paper cites A new image fusion performance metric based on visual information fidelity,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework A new image fusion performance metric based on visual information fidelity,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:46.743018Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:44.996148Z digest=sha256:76b75cd2ad03bc1a75a9f55fdf6cc4a397ac5bef9e4bfbc299157c512bb37409

Observation 9dfaf8be-6e5d-40f8-b034-9048a048799a · outbound

This paper cites Objective image fusion performance measure,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Objective image fusion performance measure,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:46.568066Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:45.051887Z digest=sha256:3794fef99f848b1984d3e0f68a485095aab96aff770b18bf71a1d1c830c136b9

Observation b774bbf2-0faa-47e0-b262-268c22bfd72f · outbound

This paper cites A new quality metric for image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework A new quality metric for image fusion,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:46.420645Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:45.056310Z digest=sha256:d4610cde568804d5e43522a3f28b89f408377d0ee2441431bb39dc2c1e466129

Observation 14027200-db24-4a8b-8715-b8ace27ac30b · outbound

This paper cites A novel similarity based quality metric for image fusion,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework A novel similarity based quality metric for image fusion,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:46.224129Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:45.109468Z digest=sha256:3221da5a29226a9e27c7513df992a57ddf920741349df97dfb079185d4b25be6

Observation b9f0ace3-c753-44c9-ba78-cf2ef527627c · outbound

This paper cites Learning enriched features for fast image restoration and enhancement,.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Learning enriched features for fast image restoration and enhancement,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:46:46.037590Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T05:46:45.157998Z digest=sha256:3c54c385b784b23fceaa2363dbefdc365f1583579807fbd275117cfcfcda35e3

Pith citing papers

No inbound Pith citation observations are available.