Paper Citation Record · LEDGER

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2606.30314.

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

pith.paper-citation-record.v1
2606.30314 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:49:04.030542Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

26 of 26 outbound references displayed

verified exact6
verified fuzzy0
unresolved20
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51359bc5-0d0f-4cf4-a2ff-9ac84b04f506 · outbound

This paper cites Revisiting lightweight low-light image enhancement: From a yuv color space perspective,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Revisiting lightweight low-light image enhancement: From a yuv color space perspective,

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.539900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 860852cf-68d1-40c5-95d2-dc836d032b06 · outbound

This paper cites Towards lightest low-light image enhancement architecture for mobile devices,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Towards lightest low-light image enhancement architecture for mobile devices,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c87018c-b13b-4ff6-bc09-2f8a3a642098 · outbound

This paper cites Zero-shot image seg- mentation for scene objects based on the l 0 gradient minimization and adaptive superpixel method,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Zero-shot image seg- mentation for scene objects based on the l 0 gradient minimization and adaptive superpixel method,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad211208-3733-4ddb-8a10-446e354c55ad · outbound

This paper cites Plastic bottle localization and ranging using improved yolo-pb and binocular stereo vision,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Plastic bottle localization and ranging using improved yolo-pb and binocular stereo vision,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a715e1a0-c678-4f5a-b80c-f552061f2a86 · outbound

This paper cites Animeagent: Is the multi-agent via image-to-video models a good disney storytelling artist?.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Animeagent: Is the multi-agent via image-to-video models a good disney storytelling artist?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.545413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8df97db7-a846-4385-ba0c-a39a9cac2204 · outbound

This paper cites Aquadiff: Diffusion-based underwater image enhancement for addressing color distortion,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Aquadiff: Diffusion-based underwater image enhancement for addressing color distortion,

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.549292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df4081df-490d-4b41-931e-8a82c909c48d · outbound

This paper cites Ntire 2024 challenge on low light image enhancement: Methods and results,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Ntire 2024 challenge on low light image enhancement: Methods and results,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52004ee7-acdc-4762-85a8-0f8dc51c9194 · outbound

This paper cites Ntire 2025 challenge on low light image enhancement: Methods and results,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Ntire 2025 challenge on low light image enhancement: Methods and results,

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.546170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0bf0c2c-6e36-4afb-934b-85e61ef073be · outbound

This paper cites Repvgg: Mak- ing vgg-style convnets great again,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Repvgg: Mak- ing vgg-style convnets great again,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f05a38-cdc4-4269-ac41-c75021e911f5 · outbound

This paper cites Mobileone: An improved one millisecond mobile backbone,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Mobileone: An improved one millisecond mobile backbone,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96af5b2-c01d-45f1-9f30-35cf72d1b38f · outbound

This paper cites Mobileie: An extremely lightweight and effective convnet for real-time image enhancement on mobile devices,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Mobileie: An extremely lightweight and effective convnet for real-time image enhancement on mobile devices,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715244d5-3939-4984-826f-b7e01f392489 · outbound

This paper cites A comprehensive survey on underwater image enhancement based on deep learning,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention A comprehensive survey on underwater image enhancement based on deep learning,

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.536713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a178fe2-008b-4860-aa07-8bdc6cce03e7 · outbound

This paper cites Wavelet-based fourier infor- mation interaction with frequency diffusion adjustment for underwater image restoration,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Wavelet-based fourier infor- mation interaction with frequency diffusion adjustment for underwater image restoration,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27effd45-f78d-4656-9671-d445612de7c1 · outbound

This paper cites Igdnet: Zero-shot robust underex- posed image enhancement via illumination-guided and denoising,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Igdnet: Zero-shot robust underex- posed image enhancement via illumination-guided and denoising,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f10d2e3-c456-4cc1-b6d5-8e435bea808e · outbound

This paper cites Filamentary convolution for sli: A brain-inspired approach with high efficiency,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Filamentary convolution for sli: A brain-inspired approach with high efficiency,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4b16f1-dbc7-4d33-ad86-724371b4d777 · outbound

This paper cites Fcanet: Frequency channel attention networks,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Fcanet: Frequency channel attention networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c18628-494a-4aa6-863d-cd95678f95d2 · outbound

This paper cites Squeeze-and-excitation networks,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Squeeze-and-excitation networks,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e19a16-3887-4834-9497-59aff451f8e5 · outbound

This paper cites Cbam: Convolutional block attention module,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Cbam: Convolutional block attention module,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0baa47-7f0a-43d2-b491-2a563d8bbd9c · outbound

This paper cites Toward sufficient spatial- frequency interaction for gradient-aware underwater image enhance- ment,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Toward sufficient spatial- frequency interaction for gradient-aware underwater image enhance- ment,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1498499-0640-4037-8821-1f9b3e5356b6 · outbound

This paper cites Towards lightest low- light image enhancement architecture for mobile devices,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Towards lightest low- light image enhancement architecture for mobile devices,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b570c7a-6276-49b8-befd-721f04db181b · outbound

This paper cites Boths: Super lightweight network-enabled underwater image enhancement,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Boths: Super lightweight network-enabled underwater image enhancement,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb830174-70f5-4282-b98f-b9dd0f0f8516 · outbound

This paper cites U-shape transformer for underwater image enhancement,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention U-shape transformer for underwater image enhancement,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e1a70a3-f53d-437f-9bb8-264acd547cfa · outbound

This paper cites Liteenhancenet: A lightweight network for real-time single underwater image enhancement,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Liteenhancenet: A lightweight network for real-time single underwater image enhancement,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dac429f-62f2-4653-b144-d29d83b4168c · outbound

This paper cites A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.533860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 57c17bc7-e18f-4644-99a2-c43bceebc770 · outbound

This paper cites An underwater image enhancement benchmark dataset and beyond,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention An underwater image enhancement benchmark dataset and beyond,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d777ca43-df6d-40df-89ae-76985e775350 · outbound

This paper cites Fast underwater image enhancement for improved visual perception,.

Real-Time Underwater Image Enhancement via Frequency-Guided Dual-Path Attention Fast underwater image enhancement for improved visual perception,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-30T06:49:04.030542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.