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Paper Citation Record · LEDGER

Visual enhancement and 3D representation for underwater scenes: a review

As of 22 August 2026, this Paper Citation Record lists 100 of 221 outbound references and 1 inbound Pith citation observation for arXiv:2505.01869.

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

pith.paper-citation-record.v1
2505.01869 v2

Coverage vector

measured 100 of 221 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:11:33.086664Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:15:20.496261Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T15:15:20.695446Z

Reference resolution

100 of 221 outbound references displayed

  • verified exact10
  • verified fuzzy0
  • unresolved89
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a99ffaf3-9be5-4002-9ba4-a0231a0b9b80 · outbound

This paper cites write newline.

Visual enhancement and 3D representation for underwater scenes: a review write newline

Reference 1

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Observation 7a3eb8c7-3295-46dd-b0e1-19b8522e7ee1 · outbound

This paper cites Enhancement of low quality underwater image through integrated global and local contrast correction.

Visual enhancement and 3D representation for underwater scenes: a review Enhancement of low quality underwater image through integrated global and local contrast correction

Reference 2

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doi, observed 2026-08-16T04:11:33.839177Z

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

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Observation 2829829c-aa30-4275-a1c2-21b4d4499e84 · outbound

This paper cites Automatic system for improving underwater image contrast and color through recursive adaptive histogram modification.

Visual enhancement and 3D representation for underwater scenes: a review Automatic system for improving underwater image contrast and color through recursive adaptive histogram modification

Reference 3

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doi, observed 2026-08-16T04:11:33.826579Z

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Observation 4e8a88d8-7cc1-42cd-816c-4bc00ea4a011 · outbound

This paper cites A revised underwater image formation model.

Visual enhancement and 3D representation for underwater scenes: a review A revised underwater image formation model

Reference 4

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source=arxiv_source observed=2026-08-16T04:11:32.722142Z digest=sha256:bfd5d70c2a6ed225e0f0adee2223bb4908a98d4e39cf85d6251bd86ab53273fd

Observation 95370781-2b2a-4b34-ac27-1a876c3aa848 · outbound

This paper cites BVI-Coral: Underwater scenes for 3D reconstruction , April 2024.

Visual enhancement and 3D representation for underwater scenes: a review BVI-Coral: Underwater scenes for 3D reconstruction , April 2024

Reference 5

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Observation 1e655067-c3ab-4fd2-b2f2-14a492d00c06 · outbound

This paper cites Artificial intelligence in creative industries: Advances prior to 2025.

Visual enhancement and 3D representation for underwater scenes: a review Artificial intelligence in creative industries: Advances prior to 2025

Reference 6

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Observation 42a5718b-2e8f-41be-b5ba-e8cdad8ce701 · outbound

This paper cites Ancuti, Cosmin Ancuti, Christophe De Vleeschouwer, and Philippe Bekaert.

Visual enhancement and 3D representation for underwater scenes: a review Ancuti, Cosmin Ancuti, Christophe De Vleeschouwer, and Philippe Bekaert

Reference 7

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Observation 69bc57d2-e878-4b2d-87da-d35143faf883 · outbound

This paper cites Single Image Dehazing by Multi-Scale Fusion.

Visual enhancement and 3D representation for underwater scenes: a review Single Image Dehazing by Multi-Scale Fusion

Reference 8

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Observation 9ecea81f-9171-42d8-9eeb-9aeef235c0e0 · outbound

This paper cites Enhancing underwater images and videos by fusion.

Visual enhancement and 3D representation for underwater scenes: a review Enhancing underwater images and videos by fusion

Reference 9

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Observation 535a07ca-7dd0-4717-a87d-f791299366cf · outbound

This paper cites Diving deeper into underwater image enhancement: A survey.

Visual enhancement and 3D representation for underwater scenes: a review Diving deeper into underwater image enhancement: A survey

Reference 10

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Observation 1cd43417-ceb3-4e22-8a6c-642662023a56 · outbound

This paper cites Underwater 3- D Scene Reconstruction Using Kinect v2 Based on Physical Models for Refraction and Time of Flight Correction.

Visual enhancement and 3D representation for underwater scenes: a review Underwater 3- D Scene Reconstruction Using Kinect v2 Based on Physical Models for Refraction and Time of Flight Correction

Reference 11

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Observation 1f67943e-7c1f-4b5d-bbc8-7cb9ac055917 · outbound

This paper cites An arbitrary Lagrangian-Eulerian method for penetration into sand at finite deformation.

Visual enhancement and 3D representation for underwater scenes: a review An arbitrary Lagrangian-Eulerian method for penetration into sand at finite deformation

Reference 12

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verified exact
doi, observed 2026-08-16T04:11:33.805741Z

Source-reported events for the cited work

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

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Observation 4bb11479-4411-45fe-bcd6-b977cd9639c0 · outbound

This paper cites Elimination of Marine Snow effect from underwater image - An adaptive probabilistic approach.

Visual enhancement and 3D representation for underwater scenes: a review Elimination of Marine Snow effect from underwater image - An adaptive probabilistic approach

Reference 13

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Observation 56036b20-1aa5-4c44-a5a7-9446b5931379 · outbound

This paper cites Diving into haze-lines: Color restoration of underwater images.

Visual enhancement and 3D representation for underwater scenes: a review Diving into haze-lines: Color restoration of underwater images

Reference 14

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Observation f5178024-9b21-4093-89c4-1d480416dcf4 · outbound

This paper cites NoPe-NeRF: Optimizing Neural Radiance Field with No Pose Prior.

Visual enhancement and 3D representation for underwater scenes: a review NoPe-NeRF: Optimizing Neural Radiance Field with No Pose Prior

Reference 15

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Observation 6a312a20-a57d-4c1d-8b44-3a652076a5e2 · outbound

This paper cites Bloesch, Jan Czarnowski, Ronald Clark, Stefan Leutenegger, and Andrew J.

Visual enhancement and 3D representation for underwater scenes: a review Bloesch, Jan Czarnowski, Ronald Clark, Stefan Leutenegger, and Andrew J

Reference 16

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Observation 4d24e7eb-aab6-462e-af0c-134096d2935c · outbound

This paper cites Nerd: Neural reflectance decomposition from image collections.

Visual enhancement and 3D representation for underwater scenes: a review Nerd: Neural reflectance decomposition from image collections

Reference 17

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Observation 90323cf9-363e-44e6-be90-1ce2da388513 · outbound

This paper cites True color correction of autonomous underwater vehicle imagery.

Visual enhancement and 3D representation for underwater scenes: a review True color correction of autonomous underwater vehicle imagery

Reference 18

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Observation 02020e33-75e2-42d7-8f8c-ebf50c7b2854 · outbound

This paper cites Lightning NeRF: Efficient Hybrid Scene Representation for Autonomous Driving.

Visual enhancement and 3D representation for underwater scenes: a review Lightning NeRF: Efficient Hybrid Scene Representation for Autonomous Driving

Reference 19

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Observation 89bbd317-18ce-4389-ad42-c8116f62761b · outbound

This paper cites an unresolved cited work.

Visual enhancement and 3D representation for underwater scenes: a review Unresolved cited work

Reference 20

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Observation 3218c2ec-3274-40b6-90cc-e5ef9fcc5a0c · outbound

This paper cites Removal of water scattering.

Visual enhancement and 3D representation for underwater scenes: a review Removal of water scattering

Reference 21

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Observation 1d50546c-f8cc-413e-a4bc-9bc3092a425b · outbound

This paper cites Tensorf: Tensorial radiance fields.

Visual enhancement and 3D representation for underwater scenes: a review Tensorf: Tensorial radiance fields

Reference 22

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Observation 5b082035-dd5d-4e58-826d-bf7dfe970cbf · outbound

This paper cites UV Volumes for Real-time Rendering of Editable Free-view Human Performance.

Visual enhancement and 3D representation for underwater scenes: a review UV Volumes for Real-time Rendering of Editable Free-view Human Performance

Reference 23

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Observation 880dac6f-55e3-460a-9e87-af7076d4366e · outbound

This paper cites Sp-seanerf: Underwater neural radiance fields with strong scattering perception.

Visual enhancement and 3D representation for underwater scenes: a review Sp-seanerf: Underwater neural radiance fields with strong scattering perception

Reference 24

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Observation 25bd893f-480c-4a76-84d0-044406764adc · outbound

This paper cites BDMUIE: Underwater image enhancement based on bayesian diffusion model.

Visual enhancement and 3D representation for underwater scenes: a review BDMUIE: Underwater image enhancement based on bayesian diffusion model

Reference 25

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Observation fb7a229c-0078-4586-86c9-cbf0dee09508 · outbound

This paper cites MUIR: Mamba for underwater image rendering.

Visual enhancement and 3D representation for underwater scenes: a review MUIR: Mamba for underwater image rendering

Reference 26

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Observation 572abe61-d619-4b4a-8564-a0f33c18d095 · outbound

This paper cites Deblur-gs: 3d gaussian splatting from camera motion blurred images.

Visual enhancement and 3D representation for underwater scenes: a review Deblur-gs: 3d gaussian splatting from camera motion blurred images

Reference 27

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Observation 4aa1308f-b752-4347-8072-baa1ea065a36 · outbound

This paper cites Ha-NeRF: Hallucinated Neural Radiance Fields in the Wild.

Visual enhancement and 3D representation for underwater scenes: a review Ha-NeRF: Hallucinated Neural Radiance Fields in the Wild

Reference 28

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no resolver link, observed 2026-08-16T04:11:32.816837Z

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Observation 6f7195d2-20b4-4ebc-84f6-f9f9cf241948 · outbound

This paper cites Underwater Image Enhancement based on Deep Learning and Image Formation Model.

Visual enhancement and 3D representation for underwater scenes: a review Underwater Image Enhancement based on Deep Learning and Image Formation Model

Reference 29

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Observation 2740c11b-81ea-44af-98a3-8e611d508896 · outbound

This paper cites Cheng, C.

Visual enhancement and 3D representation for underwater scenes: a review Cheng, C

Reference 30

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Observation a701fb39-3ec6-4e69-a283-fe47c3d72b0f · outbound

This paper cites Chiang and Ying-Ching Chen.

Visual enhancement and 3D representation for underwater scenes: a review Chiang and Ying-Ching Chen

Reference 31

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Observation d90e7abe-adfb-4893-a755-82e582bfd304 · outbound

This paper cites GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation.

Visual enhancement and 3D representation for underwater scenes: a review GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation

Reference 32

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Observation 829d5f4b-2a00-41bf-a9f0-027509e89b3c · outbound

This paper cites Underwater robot sensing technology: A survey.

Visual enhancement and 3D representation for underwater scenes: a review Underwater robot sensing technology: A survey

Reference 33

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verified exact
doi, observed 2026-08-16T04:11:33.793282Z

Source-reported events for the cited work

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

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Observation ab2d3568-7e46-433f-a1d1-ea722e887e64 · outbound

This paper cites Depth-supervised NeRF: Fewer Views and Faster Training for Free.

Visual enhancement and 3D representation for underwater scenes: a review Depth-supervised NeRF: Fewer Views and Faster Training for Free

Reference 34

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Observation c11c2194-434d-42e4-a188-67e6c4a39b32 · outbound

This paper cites Ruig: Realistic underwater image generation towards restoration.

Visual enhancement and 3D representation for underwater scenes: a review Ruig: Realistic underwater image generation towards restoration

Reference 35

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Observation 8e1be9b9-309d-40a5-a3cc-cd42144f6e49 · outbound

This paper cites Visual sensing on marine robotics for the 3d documentation of underwater cultural heritage: A review.

Visual enhancement and 3D representation for underwater scenes: a review Visual sensing on marine robotics for the 3d documentation of underwater cultural heritage: A review

Reference 36

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Observation 91472e8a-075e-4f90-9ee0-eaa155b207ed · outbound

This paper cites Drews, Erickson R.

Visual enhancement and 3D representation for underwater scenes: a review Drews, Erickson R

Reference 37

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

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Observation 4d72df4f-5b8f-41a0-bb55-b4a91a26d491 · outbound

This paper cites Drews Jr, E.

Visual enhancement and 3D representation for underwater scenes: a review Drews Jr, E

Reference 38

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doi, observed 2026-08-16T04:11:33.767283Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:11:32.856784Z digest=sha256:dd3a0a1fc5ddf5493d561bbdf88a37a309b378ff1dd11a429a8c0151a9868d23

Observation 9c1a4c3e-9508-4e82-9518-89313aa720b4 · outbound

This paper cites UIEDP: Boosting underwater image enhancement with diffusion prior.

Visual enhancement and 3D representation for underwater scenes: a review UIEDP: Boosting underwater image enhancement with diffusion prior

Reference 39

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source=arxiv_source observed=2026-08-16T04:11:32.860401Z digest=sha256:59bcabd248a816b1a72636a30d5c3e51dc198bfd3be76e4d274f5c4516f583b3

Observation f3259cbc-85d4-4642-8d37-a12d90859512 · outbound

This paper cites Neural Radiance Flow for 4D View Synthesis and Video Processing.

Visual enhancement and 3D representation for underwater scenes: a review Neural Radiance Flow for 4D View Synthesis and Video Processing

Reference 40

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no resolver link, observed 2026-08-16T04:11:32.863699Z

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source=arxiv_source observed=2026-08-16T04:11:32.863699Z digest=sha256:8c3730bbd8491c6d1d496cbb35c86f80c078ffbdbede953f190fc11b15c6b923

Observation 39e78189-e746-4b0d-9aa8-b0d5bb23ffd9 · outbound

This paper cites Hierarchical rank-based veiling light estimation for underwater dehazing.

Visual enhancement and 3D representation for underwater scenes: a review Hierarchical rank-based veiling light estimation for underwater dehazing

Reference 41

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verified exact
doi, observed 2026-08-16T04:11:33.756098Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:11:32.867403Z digest=sha256:cbf9532f1ae77a5d5f1c4312458bb685d1f509b75d98fb63aebf5e2edb4223a6

Observation 71505ff9-8e0f-4085-94e6-87983ca8d781 · outbound

This paper cites Kiloneus: Implicit neural representations with real-time global illumination, 2022.

Visual enhancement and 3D representation for underwater scenes: a review Kiloneus: Implicit neural representations with real-time global illumination, 2022

Reference 42

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no resolver link, observed 2026-08-16T04:11:32.870808Z

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source=arxiv_source observed=2026-08-16T04:11:32.870808Z digest=sha256:7356e6173aa70431dc26d57757974c94fe9f982da7120c031dc579983e0bd3d3

Observation aaa977ae-663e-4f9d-909e-d44b44c512e1 · outbound

This paper cites Enhancing underwater imagery using generative adversarial networks.

Visual enhancement and 3D representation for underwater scenes: a review Enhancing underwater imagery using generative adversarial networks

Reference 43

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no resolver link, observed 2026-08-16T04:11:32.873998Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.873998Z digest=sha256:e8f6ef933c66f8ae9badfa85c03fde75b89da0d20329655d83de96804fd8bf30

Observation cab858b6-313d-4673-b29a-c7e17ccea2fc · outbound

This paper cites Fast dynamic radiance fields with time-aware neural voxels.

Visual enhancement and 3D representation for underwater scenes: a review Fast dynamic radiance fields with time-aware neural voxels

Reference 44

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unresolved
no resolver link, observed 2026-08-16T04:11:32.877329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.877329Z digest=sha256:e3dedbf80da7831bdcd0392cb92eac434fd768d4c1216778b62fe5c9630f4573

Observation 78156856-7bc4-4867-b76b-49692cf3b3cd · outbound

This paper cites Single image dehazing.

Visual enhancement and 3D representation for underwater scenes: a review Single image dehazing

Reference 45

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unresolved
no resolver link, observed 2026-08-16T04:11:32.881119Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T04:11:32.881119Z digest=sha256:6d682570ead6e0cac65bfbbc763b18461008f1e2b0f585d99f0e6ad9f1b07464

Observation 5e3462dc-3813-4146-8c69-cf4b456560c0 · outbound

This paper cites Plenoxels: Radiance Fields without Neural Networks.

Visual enhancement and 3D representation for underwater scenes: a review Plenoxels: Radiance Fields without Neural Networks

Reference 46

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no resolver link, observed 2026-08-16T04:11:32.886906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.886906Z digest=sha256:1641256f627f932713c6427273f81d8d1516099274f1124db1d392ebe4c09fc7

Observation 21eb4dd9-634a-48e8-a440-222b5d55621c · outbound

This paper cites K-planes: Explicit radiance fields in space, time, and appearance.

Visual enhancement and 3D representation for underwater scenes: a review K-planes: Explicit radiance fields in space, time, and appearance

Reference 47

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unresolved
no resolver link, observed 2026-08-16T04:11:32.890482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.890482Z digest=sha256:519012b201b935e3bc5d89cafcf54ff89a21d09650d545b90a6f0a37ca30bff0

Observation 6a39d4b8-1143-47fd-b9f2-608f730a0172 · outbound

This paper cites A retinex-based enhancing approach for single underwater image.

Visual enhancement and 3D representation for underwater scenes: a review A retinex-based enhancing approach for single underwater image

Reference 48

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no resolver link, observed 2026-08-16T04:11:32.894037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.894037Z digest=sha256:911aea665489e59bb301ed12c65e78b4f0cef7385f326a7a2fb631b5f3310fe4

Observation fd44f502-25b7-47b3-bd46-9323c3be3e02 · outbound

This paper cites Unsupervised underwater image restoration: From a homology perspective.

Visual enhancement and 3D representation for underwater scenes: a review Unsupervised underwater image restoration: From a homology perspective

Reference 49

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unresolved
no resolver link, observed 2026-08-16T04:11:32.897565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.897565Z digest=sha256:5685505f6893d9a7c10e0e0df609a990a3787c59723b6422df7487f82bab7b27

Observation 29cc8ca0-93f6-44b5-83e1-bf198a3e3458 · outbound

This paper cites Retinex in Matlab.

Visual enhancement and 3D representation for underwater scenes: a review Retinex in Matlab

Reference 50

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unresolved
no resolver link, observed 2026-08-16T04:11:32.900856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.900856Z digest=sha256:521fc5fc21e98585a6f6a63ec4bc7e315a8f23f14287a1f78991eb463c2f42ed

Observation e0818afc-dac8-4406-bf71-8034759e72fe · outbound

This paper cites Automatic Red-Channel underwater image restoration.

Visual enhancement and 3D representation for underwater scenes: a review Automatic Red-Channel underwater image restoration

Reference 51

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unresolved
no resolver link, observed 2026-08-16T04:11:32.904254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.904254Z digest=sha256:87f779c17aa7907176c403cfcae0b6a1506c535d8d61101eddea00febab4abdc

Observation f554996a-5f87-4c18-b1fb-1f9951540f29 · outbound

This paper cites Dynamic view synthesis from dynamic monocular video.

Visual enhancement and 3D representation for underwater scenes: a review Dynamic view synthesis from dynamic monocular video

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:32.908649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.908649Z digest=sha256:6610193a6151881368548cf3c3c79d32e238ac1e6e9afaeb994d637eba81b608

Observation 6fe61163-54d2-43ea-b9c0-297f9d75c036 · outbound

This paper cites Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, and Julien Valentin.

Visual enhancement and 3D representation for underwater scenes: a review Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, and Julien Valentin

Reference 53

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no resolver link, observed 2026-08-16T04:11:32.912415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.912415Z digest=sha256:f15d11ac683c9d8a2c6676c893c16ff51d914f362612eb3e6699109e514ed14d

Observation 010e6d7e-5991-4c5a-b089-599c3cb84a33 · outbound

This paper cites Underwater image enhancement using blending of CLAHE and percentile methodologies.

Visual enhancement and 3D representation for underwater scenes: a review Underwater image enhancement using blending of CLAHE and percentile methodologies

Reference 54

Resolution
verified exact
doi, observed 2026-08-16T04:11:33.736147Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:11:32.915705Z digest=sha256:89f71e2faded7489362d47d4b6d24a0f0ff0da066b2b69c31eac915015d218f1

Observation 1fda52ec-3079-41cc-a667-8e49ebe03deb · outbound

This paper cites Underwater image quality enhancement through composition of dual-intensity images and Rayleigh-stretching.

Visual enhancement and 3D representation for underwater scenes: a review Underwater image quality enhancement through composition of dual-intensity images and Rayleigh-stretching

Reference 55

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unresolved
no resolver link, observed 2026-08-16T04:11:32.919925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.919925Z digest=sha256:d225853c6a2f70a7e7ee32fdbc5de3bb9e7495a6d5a20187458afaf489be8471

Observation 563ece6f-1002-4d52-96e9-de2d34558b3a · outbound

This paper cites Gibson, Dung T.

Visual enhancement and 3D representation for underwater scenes: a review Gibson, Dung T

Reference 56

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unresolved
no resolver link, observed 2026-08-16T04:11:32.923403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.923403Z digest=sha256:2f45c520398ea3bb6e92d479c025c8daf69641403f9d2505c7bda397db7811d7

Observation 3b3c8c9c-bacd-4efe-b1a2-54c684415211 · outbound

This paper cites Aquanerf: Neural radiance fields in underwater media with distractor removal.

Visual enhancement and 3D representation for underwater scenes: a review Aquanerf: Neural radiance fields in underwater media with distractor removal

Reference 57

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unresolved
no resolver link, observed 2026-08-16T04:11:32.926830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.926830Z digest=sha256:dc50956930bc4d950b95eff53a74e4b7e70ad47df11176db5ac10ff636d188c1

Observation 9d838162-259a-45b8-8c1a-e9c4b762a64f · outbound

This paper cites Gu and T.

Visual enhancement and 3D representation for underwater scenes: a review Gu and T

Reference 58

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unresolved
no resolver link, observed 2026-08-16T04:11:32.930366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.930366Z digest=sha256:48463e608e23c5fa5bf4a5865d40b887490c8b0e56056e424215f93720e72d44

Observation 3eaa57e6-34b8-44c3-aeb0-45162185ea46 · outbound

This paper cites WaterMamba : Visual State Space Model for Underwater Image Enhancement , May 2024.

Visual enhancement and 3D representation for underwater scenes: a review WaterMamba : Visual State Space Model for Underwater Image Enhancement , May 2024

Reference 59

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no resolver link, observed 2026-08-16T04:11:32.934648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.934648Z digest=sha256:b0cf3b86f0f954836b0c9507cf9c348efdb18ac546603408873a3084f2e548b2

Observation 08764e20-1f0a-4714-b6ba-bbaa5826123e · outbound

This paper cites Underwater ranker: Learn which is better and how to be better.

Visual enhancement and 3D representation for underwater scenes: a review Underwater ranker: Learn which is better and how to be better

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:32.938151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.938151Z digest=sha256:c4eaf31a793e16904422517f1bb57ab5aab487807b867764ef5dfa99446e7f63

Observation bac61ac1-76d9-47ea-8e68-0612a015feaf · outbound

This paper cites Underwater Image Restoration via Polymorphic Large Kernel CNNs , December 2024.

Visual enhancement and 3D representation for underwater scenes: a review Underwater Image Restoration via Polymorphic Large Kernel CNNs , December 2024

Reference 61

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unresolved
no resolver link, observed 2026-08-16T04:11:32.942030Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.942030Z digest=sha256:74fd226e2eaf04906b07d599d1b8167a13741d25d43d93415b2a5e15a9f6a394

Observation cb17c0c2-6c22-403e-ad04-6e5568dfd268 · outbound

This paper cites The Retinex based improved underwater image enhancement.

Visual enhancement and 3D representation for underwater scenes: a review The Retinex based improved underwater image enhancement

Reference 62

Resolution
verified exact
doi, observed 2026-08-16T04:11:33.724943Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:11:32.945651Z digest=sha256:a55c279ea45e99cc1fa116f559ba4b5c6daeb80c6cdaabf11336022d3f24abb3

Observation 1fa4d85d-d44f-4e42-bc6c-de9c88b900c4 · outbound

This paper cites Single image haze removal using dark channel prior.

Visual enhancement and 3D representation for underwater scenes: a review Single image haze removal using dark channel prior

Reference 63

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no resolver link, observed 2026-08-16T04:11:32.949098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.949098Z digest=sha256:14df4ff08a0b13c26b34ddca8b72448811111ff38561d70eeca149632e6ce27d

Observation e6fc43e0-944f-46af-a7d9-ab99389bd4e5 · outbound

This paper cites Benchmarking underwater image enhancement and restoration, and beyond.

Visual enhancement and 3D representation for underwater scenes: a review Benchmarking underwater image enhancement and restoration, and beyond

Reference 64

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unresolved
no resolver link, observed 2026-08-16T04:11:32.952602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.952602Z digest=sha256:e1b20e025f66d94995eec60a59efc87131f24c42218117addd66a5ef4478b05d

Observation 74dc2f4e-8e0d-4063-b65a-f45c85c3c316 · outbound

This paper cites Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement.

Visual enhancement and 3D representation for underwater scenes: a review Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement

Reference 65

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unresolved
no resolver link, observed 2026-08-16T04:11:32.956106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.956106Z digest=sha256:7c8875d6d4968f784f20e848634546f6ac0e3bb0c31fb42e6229ed3f6ef3d485

Observation 9eac6f1f-135c-444f-9cbe-fa74d980506e · outbound

This paper cites Visibility Restoration of Single Hazy Images Captured in Real-World Weather Conditions.

Visual enhancement and 3D representation for underwater scenes: a review Visibility Restoration of Single Hazy Images Captured in Real-World Weather Conditions

Reference 66

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unresolved
no resolver link, observed 2026-08-16T04:11:32.959850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.959850Z digest=sha256:77c38bffa714b97048d517a8172ffb5b908d41a404bb303a1e0c86429a6b3d54

Observation cd977f2c-9cdf-4437-8122-c8d52058586e · outbound

This paper cites An Advanced Single-Image Visibility Restoration Algorithm for Real-World Hazy Scenes.

Visual enhancement and 3D representation for underwater scenes: a review An Advanced Single-Image Visibility Restoration Algorithm for Real-World Hazy Scenes

Reference 67

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unresolved
no resolver link, observed 2026-08-16T04:11:32.963200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.963200Z digest=sha256:a566acd2b586170e032e852b09d9f39ac48ec1496f63435f831622f2f656990f

Observation 42b38ebb-5a3d-45d5-a250-b9edeebec866 · outbound

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

Visual enhancement and 3D representation for underwater scenes: a review Fast underwater image enhancement for improved visual perception

Reference 68

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unresolved
no resolver link, observed 2026-08-16T04:11:32.966612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.966612Z digest=sha256:dec8098ccf171c46841b4e3b2b20846ce162171432978d5d73189caee6ba128b

Observation 0de0a7a0-93e8-44b5-ba79-f71cdb0dacf3 · outbound

This paper cites Istenič, N.

Visual enhancement and 3D representation for underwater scenes: a review Istenič, N

Reference 69

Resolution
verified exact
doi, observed 2026-08-16T04:11:33.712725Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:11:32.970973Z digest=sha256:dba2481988e1301a99b5a8de04dece40cf9ba2741dc4560db575c739b1a6d236

Observation cdc59cf4-2841-4895-8334-b469a1d1ec94 · outbound

This paper cites Computer modeling and the design of optimal underwater imaging systems.

Visual enhancement and 3D representation for underwater scenes: a review Computer modeling and the design of optimal underwater imaging systems

Reference 70

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no resolver link, observed 2026-08-16T04:11:32.975296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.975296Z digest=sha256:c1fb179de875586e9cab2cf8136a9a9f7cd23964527c5035ed6d2fbdae25878a

Observation b44b2c43-dc35-4022-9f38-168097acfad9 · outbound

This paper cites Self-Calibrating Neural Radiance Fields.

Visual enhancement and 3D representation for underwater scenes: a review Self-Calibrating Neural Radiance Fields

Reference 71

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unresolved
no resolver link, observed 2026-08-16T04:11:32.978604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.978604Z digest=sha256:2d7c8c05c41402ab7935a7092d4ed84a2906066410957885837c127432e7dc58

Observation 974966f3-f134-49f9-a9f1-1756d6049eb1 · outbound

This paper cites Underwater Image Enhancement With Lightweight Cascaded Network.

Visual enhancement and 3D representation for underwater scenes: a review Underwater Image Enhancement With Lightweight Cascaded Network

Reference 72

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unresolved
no resolver link, observed 2026-08-16T04:11:32.982111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.982111Z digest=sha256:d2b9f711bb346f651454f938aaf3cd218c1de47a38b6e40df2237e1bc043d979

Observation 504cc4cb-6197-46e7-9b8f-434e3ea1ae29 · outbound

This paper cites A novel deep neural network for noise removal from underwater image.

Visual enhancement and 3D representation for underwater scenes: a review A novel deep neural network for noise removal from underwater image

Reference 73

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unresolved
no resolver link, observed 2026-08-16T04:11:32.986429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.986429Z digest=sha256:351fa654eeda44f70300569f89c9138596ec0a40699ae5635160a4aca1b43cf2

Observation 1f2fcfbe-2847-47df-967c-6f228772c729 · outbound

This paper cites an unresolved cited work.

Visual enhancement and 3D representation for underwater scenes: a review Unresolved cited work

Reference 74

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metadata mismatch
raw_fallback, observed 2026-08-16T04:11:36.720216Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-16T04:11:32.989935Z digest=sha256:8b65f5f57a35b6ec8f7bf63fe503b2c438f12ea00d061a9789e242b9b4b64fcc

Observation 14b57806-f957-4cae-b62e-d8df0ca50404 · outbound

This paper cites an unresolved cited work.

Visual enhancement and 3D representation for underwater scenes: a review Unresolved cited work

Reference 75

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unresolved
no resolver link, observed 2026-08-16T04:11:32.993286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.993286Z digest=sha256:4ba2275500943e4b2180d207feec2739256d0de399055304439a2fa1ff5b4814

Observation 222b4af5-b6ee-4d16-9696-2df96723762f · outbound

This paper cites 3D gaussian splatting for real-time radiance field rendering.

Visual enhancement and 3D representation for underwater scenes: a review 3D gaussian splatting for real-time radiance field rendering

Reference 76

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unresolved
no resolver link, observed 2026-08-16T04:11:32.996841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:32.996841Z digest=sha256:99dd7ed05ae01feb1889d44cbee71f65a7892f5af5916aea830e847440e9a760

Observation 08961dc7-e063-4157-a67c-e130dbfcbb60 · outbound

This paper cites Underwater image enhancement by wavelet based fusion.

Visual enhancement and 3D representation for underwater scenes: a review Underwater image enhancement by wavelet based fusion

Reference 77

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unresolved
no resolver link, observed 2026-08-16T04:11:33.000558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.000558Z digest=sha256:3fcf8c4c920c7b045cb9b89f7819e69c829fcda386edbe1575f0a24bb7890d08

Observation 26ed4307-1f43-4ee3-9d4d-2d6606862382 · outbound

This paper cites Phutke, Santosh Kumar Vipparthi, Sukumar Nandi, and Subrahmanyam Murala.

Visual enhancement and 3D representation for underwater scenes: a review Phutke, Santosh Kumar Vipparthi, Sukumar Nandi, and Subrahmanyam Murala

Reference 78

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unresolved
no resolver link, observed 2026-08-16T04:11:33.004229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.004229Z digest=sha256:1a5fbd0d864a231c62285b899db9033f2fc155d1f035d02ac85926c20bacd6c5

Observation e71b7b84-323b-4f44-a97e-463e4c2faae4 · outbound

This paper cites Phutke, Santosh Kumar Vipparthi, and Subrahmanyam Murala.

Visual enhancement and 3D representation for underwater scenes: a review Phutke, Santosh Kumar Vipparthi, and Subrahmanyam Murala

Reference 79

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unresolved
no resolver link, observed 2026-08-16T04:11:33.007937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.007937Z digest=sha256:9e7cb8fc81d17da1d830cbd32726fcc3045667cf4533d65371a30d2092063f06

Observation 56a144b0-00b3-495d-80b8-384b3098f598 · outbound

This paper cites an unresolved cited work.

Visual enhancement and 3D representation for underwater scenes: a review Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.011830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.011830Z digest=sha256:4507f81cd9965bb45e7b45ee9d7d12a80b64b1f618aa53a2a569e5564b07b6d8

Observation 64365754-36d0-4fce-b52b-054e0f5e8606 · outbound

This paper cites HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields.

Visual enhancement and 3D representation for underwater scenes: a review HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.015738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.015738Z digest=sha256:50a50ef1e5d27a07d2e807017044d59ffeccacdd5e43e969aecfcc4485e62f31

Observation 43316987-9916-469d-bcfb-744a972aed5f · outbound

This paper cites Deblurring 3D Gaussian Splatting.

Visual enhancement and 3D representation for underwater scenes: a review Deblurring 3D Gaussian Splatting

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.019481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.019481Z digest=sha256:cca8bbf15fe6d3b9f39183a1d0ebe5ade8b8fc2ede8a11d521aaad2102cf828f

Observation a53b2f3d-e2f7-494e-b685-c9b946bd064a · outbound

This paper cites A Closed-Form Solution to Natural Image Matting.

Visual enhancement and 3D representation for underwater scenes: a review A Closed-Form Solution to Natural Image Matting

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.024196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.024196Z digest=sha256:8cedb4574851dcbf0e801b21abed6a47000c9b388bf8de081b9740d10b5bed2a

Observation 41aa0aca-f5fd-4688-93b4-74b267e20596 · outbound

This paper cites Seathru-nerf: Neural radiance fields in scattering media.

Visual enhancement and 3D representation for underwater scenes: a review Seathru-nerf: Neural radiance fields in scattering media

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.029091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.029091Z digest=sha256:3950360e3dc6e038567e4287457c7c28ff0d0a3245022fe6f74be6a55263d005

Observation 4569b3b4-2952-4549-9e08-c6bee4c06f7e · outbound

This paper cites Single underwater image restoration by blue-green channels dehazing and red channel correction.

Visual enhancement and 3D representation for underwater scenes: a review Single underwater image restoration by blue-green channels dehazing and red channel correction

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.033160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.033160Z digest=sha256:4ef126ea3cfbe58fb48b6ae80a4b0d2d46aa765d1f39ee636b4e1f9c61827a3f

Observation 8d061182-dd0e-4562-9d0a-9b8d7c6dda16 · outbound

This paper cites Underwater scene prior inspired deep underwater image and video enhancement.

Visual enhancement and 3D representation for underwater scenes: a review Underwater scene prior inspired deep underwater image and video enhancement

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.036613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.036613Z digest=sha256:1cd2481f54d1b3e31590816de26288bdb9525c8856cebc86c891be29c6f2503d

Observation 0f3a041c-b433-4ad7-9ea6-508504719de1 · outbound

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

Visual enhancement and 3D representation for underwater scenes: a review An underwater image enhancement benchmark dataset and beyond

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.039894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.039894Z digest=sha256:88fbbbde088fa9df9d9de380f92bda732e583afa0d6eafac1effbe71f1b9cbc7

Observation 2515dcc9-cf4e-42fa-b6f0-af05fa91f079 · outbound

This paper cites Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding.

Visual enhancement and 3D representation for underwater scenes: a review Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.043668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.043668Z digest=sha256:fc4b0bba8218b21a592a433e530e351ad3a2e4ac5c5e0a3632532a9801985754

Observation 92ec7c60-a4fb-465a-a4b2-11f6bebb70b9 · outbound

This paper cites WaterSplatting: Fast Underwater 3D Scene Reconstruction Using Gaussian Splatting.

Visual enhancement and 3D representation for underwater scenes: a review WaterSplatting: Fast Underwater 3D Scene Reconstruction Using Gaussian Splatting

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.046983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.046983Z digest=sha256:c1d38ce92273e808e5d7b7fae54926450fc0dbcb5c58907c336b75d4928a5fc6

Observation 0bacf5c9-3eba-463b-a98b-d9041c07a142 · outbound

This paper cites Skinner, Ryan M.

Visual enhancement and 3D representation for underwater scenes: a review Skinner, Ryan M

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.050766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.050766Z digest=sha256:4669d960cdb2e5dd145dbede0a5acf8c13e5cb1d5cd0a27129d2f807e27acc25

Observation 4e3faa32-0c27-4241-a1d4-0b2624eb203a · outbound

This paper cites Streaming radiance fields for 3d video synthesis.

Visual enhancement and 3D representation for underwater scenes: a review Streaming radiance fields for 3d video synthesis

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.054273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.054273Z digest=sha256:6cd9e23374bf12450fb2b013fc046f99c5d82dbec0a43a0773263b78fe9112f1

Observation d0833046-ccb7-48ec-aed2-fbf4ec4c099f · outbound

This paper cites Neural 3d video synthesis from multi-view video.

Visual enhancement and 3D representation for underwater scenes: a review Neural 3d video synthesis from multi-view video

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.057823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.057823Z digest=sha256:706c5140dcf457330662d1e833e22ea8ad56030c0d679e2c46207a0f2812d5da

Observation 706f0e16-0832-46d9-9053-8764a46e6ee1 · outbound

This paper cites Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes.

Visual enhancement and 3D representation for underwater scenes: a review Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.061587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.061587Z digest=sha256:a603903a7a9669ed3217b894120de89eeba29c2df1f53d74939a4410606ef447

Observation b4da9dd4-7269-4a3d-bb30-5ed85989208d · outbound

This paper cites DynIBaR: Neural dynamic image-based rendering.

Visual enhancement and 3D representation for underwater scenes: a review DynIBaR: Neural dynamic image-based rendering

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.065162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.065162Z digest=sha256:351ae3fe6f287128665e3dbf0cadc0f389141bbd6d95e71c14abc420ccd06418

Observation 74d2d8b1-0d34-49e2-93f0-cda9a19a61bb · outbound

This paper cites GUDCP: Generalization of underwater dark channel prior for underwater image restoration.

Visual enhancement and 3D representation for underwater scenes: a review GUDCP: Generalization of underwater dark channel prior for underwater image restoration

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.068625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.068625Z digest=sha256:6e2312465326e1cfcb992ca9fb34a435e97dc6c5437cb2a3dbd863b8e0fbd41d

Observation 21159d06-d9a7-4319-8d11-37fe1438e5f7 · outbound

This paper cites BARF: Bundle-Adjusting Neural Radiance Fields.

Visual enhancement and 3D representation for underwater scenes: a review BARF: Bundle-Adjusting Neural Radiance Fields

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.072696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.072696Z digest=sha256:87d4d28fcca9f4d5404c9f8c9caa77eb94d5ab07ae01845f0aaa521472bdbc74

Observation d3ed0058-2bdf-4227-93d7-d8cb2169d33d · outbound

This paper cites Pixmamba: Leveraging state space models in a dual-level architecture for underwater image enhancement.

Visual enhancement and 3D representation for underwater scenes: a review Pixmamba: Leveraging state space models in a dual-level architecture for underwater image enhancement

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.076196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.076196Z digest=sha256:5b714e21b317936e65dda2b3b554f617225df34b0793e2e2d4613c0e7ab0bab9

Observation ac8a642a-8aa6-4c1b-9101-5a963b31ad40 · outbound

This paper cites iNeRF: Inverting Neural Radiance Fields for Pose Estimation.

Visual enhancement and 3D representation for underwater scenes: a review iNeRF: Inverting Neural Radiance Fields for Pose Estimation

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.079534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.079534Z digest=sha256:506e5f14c544e793fc93d8ea25b5d3e58412cb89dcddcf1a4e51cdf61e6ea9c8

Observation cbaa9f53-2e75-43e2-8a00-2cfe952607f5 · outbound

This paper cites Gaussian-flow: 4D reconstruction with dynamic 3d gaussian particle.

Visual enhancement and 3D representation for underwater scenes: a review Gaussian-flow: 4D reconstruction with dynamic 3d gaussian particle

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.082976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.082976Z digest=sha256:7827e8aaadc1f7a4ebd99ff3804f1ddc8147b28bb151e3c1137180dd0a6c82f2

Observation 34fb52d0-2499-40a1-a765-f53183b6bd40 · outbound

This paper cites Lindell, Julien NP Martel, and Gordon Wetzstein.

Visual enhancement and 3D representation for underwater scenes: a review Lindell, Julien NP Martel, and Gordon Wetzstein

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-16T04:11:33.086664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:11:33.086664Z digest=sha256:23827b581bc2c1e539feaabfe9c6c2ec0b3d16037038a500b6f7e0571503a9e4

Pith citing papers

Observation 3b9ccbb3-8f8c-44a8-b76f-473f1fb240bd · inbound

RUSplatting: Robust 3D Gaussian Splatting for Sparse-View Underwater Scene Reconstruction cites this paper.

RUSplatting: Robust 3D Gaussian Splatting for Sparse-View Underwater Scene Reconstruction Visual enhancement and 3D representation for underwater scenes: a review

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:15:20.700525Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T15:15:20.496261Z digest=sha256:e3cc9375e68f95721984ed05f2b90ac9840a35c728313e4f523a385aa6b1f82d