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Paper Citation Record · LEDGER

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging

As of 13 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2411.13230.

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

pith.paper-citation-record.v1
2411.13230 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:45:41.866501Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

40 of 40 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5270d72-7ff7-4fa4-9ce8-41b8f4f233f8 · outbound

This paper cites Algorithms for improving the quality of underwater optical images: A comprehensive review,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Algorithms for improving the quality of underwater optical images: A comprehensive review,

Reference 1

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Observation 19fd5cf1-d00c-4f58-b6b0-d6f266fe32c5 · outbound

This paper cites What is the space of attenuation coefficients in underwater computer vision?,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging What is the space of attenuation coefficients in underwater computer vision?,

Reference 2

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Observation cb219e5c-a7ac-4021-a048-65b1451e971b · outbound

This paper cites An experimental-based review of image enhancement and image restoration methods for underwater imaging,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging An experimental-based review of image enhancement and image restoration methods for underwater imaging,

Reference 3

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Observation eef74eb9-2808-4c0b-8ced-f31ab56e5118 · outbound

This paper cites A revised underwater image formation model,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging A revised underwater image formation model,

Reference 4

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Observation 20d67c03-1d38-4cdb-badc-90ff5484aefc · outbound

This paper cites Active reward learning for co- robotic vision based exploration in bandwidth limited environments,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Active reward learning for co- robotic vision based exploration in bandwidth limited environments,

Reference 5

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Observation 617d991b-5e36-4704-b8e3-823b7a880486 · outbound

This paper cites Underwater image quality improvement via color, detail, and contrast restoration,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image quality improvement via color, detail, and contrast restoration,

Reference 6

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Observation 8c20c377-ed96-4e0c-a35d-d9c286d908af · outbound

This paper cites Sea-thru: A method for removing water from underwater images,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Sea-thru: A method for removing water from underwater images,

Reference 7

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Source-reported events for the cited work

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Observation 7dc5b542-c45a-4d28-9d4b-5b7c785c661f · outbound

This paper cites Semi-supervised advancement of underwater visual quality,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Semi-supervised advancement of underwater visual quality,

Reference 8

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Observation af44753c-7aa1-4a1b-822d-21022b72b39a · outbound

This paper cites Deepseecolor: Realtime adaptive color correction for autonomous underwater vehicles via deep learning methods,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Deepseecolor: Realtime adaptive color correction for autonomous underwater vehicles via deep learning methods,

Reference 9

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Observation 6ffb5b6a-f6fb-4415-b788-b364f0bbd482 · outbound

This paper cites Digging into self-supervised monocular depth estimation,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Digging into self-supervised monocular depth estimation,

Reference 10

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Observation b607d829-e3e0-44e0-9951-8b44e4f7127d · outbound

This paper cites Depth Anything V2.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Depth Anything V2

Reference 11

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Observation ef196d34-537c-4091-9be8-28c007f3fab0 · outbound

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

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Diving into haze-lines: Color restoration of underwater images,

Reference 12

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Source-reported events for the cited work

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Observation 4ac16ea8-9bcb-4ef6-b2e3-af5e9a588f7e · outbound

This paper cites A review on intelligence dehazing and color restoration for underwater images,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging A review on intelligence dehazing and color restoration for underwater images,

Reference 13

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Source-reported events for the cited work

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Observation 67ced25b-c61d-4fc3-a08e-ce798cab8232 · outbound

This paper cites Underwater image enhancement using white balance, usm and clhe,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image enhancement using white balance, usm and clhe,

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b1b2d862-6471-4d4b-a5a6-d9a6736913bc · outbound

This paper cites A single image dehazing method based on adaptive gamma correction,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging A single image dehazing method based on adaptive gamma correction,

Reference 15

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Source-reported events for the cited work

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Observation ca5e9f9e-9c5c-44a8-bafa-e472d31bf311 · outbound

This paper cites Mixture contrast limited adaptive histogram equalization for underwater image enhancement,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Mixture contrast limited adaptive histogram equalization for underwater image enhancement,

Reference 16

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Observation e075b586-3978-4563-ae5e-5dee4ee843dd · outbound

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

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Single image haze removal using dark channel prior,

Reference 17

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Observation 0dae317c-d3d7-4797-a940-1c0c868a820f · outbound

This paper cites Underwater image restoration based on improved background light estimation and automatic white balance,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image restoration based on improved background light estimation and automatic white balance,

Reference 18

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Source-reported events for the cited work

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Observation eef05870-f0b9-4130-b388-8ab40efc7ddc · outbound

This paper cites Color map optimization for 3d reconstruc- tion with consumer depth cameras,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Color map optimization for 3d reconstruc- tion with consumer depth cameras,

Reference 19

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Observation 28242a94-77a3-4afb-a672-a5806a178f3f · outbound

This paper cites Impact of colour on robustness of deep neural networks,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Impact of colour on robustness of deep neural networks,

Reference 20

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Source-reported events for the cited work

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Observation 535b9bbb-19ef-47ef-8177-0588106f0424 · outbound

This paper cites Underwater image enhancement method via multi-feature prior fusion,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image enhancement method via multi-feature prior fusion,

Reference 21

Resolution
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Observation fdad1ea5-1a1b-4a3e-8c1a-cbcd8e4697c8 · outbound

This paper cites Hfm: A hy- brid fusion method for underwater image enhancement,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Hfm: A hy- brid fusion method for underwater image enhancement,

Reference 22

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Observation 4089aaf3-998d-4eeb-9f6c-c8a175040b6e · outbound

This paper cites Underwater image enhancement based on histogram-equalization approximation using physics-based dichromatic modeling,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image enhancement based on histogram-equalization approximation using physics-based dichromatic modeling,

Reference 23

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Observation d248397a-fa4c-4c26-a8f2-e570d611b127 · outbound

This paper cites Phish-net: Physics inspired system for high resolution underwater image enhancement,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Phish-net: Physics inspired system for high resolution underwater image enhancement,

Reference 24

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Observation ea386a57-8879-42b1-89da-1c2c5b64f10d · outbound

This paper cites Deep unfolding network with physics-based priors for underwater image enhancement,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Deep unfolding network with physics-based priors for underwater image enhancement,

Reference 25

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Observation 08654891-edf4-435b-8360-b474ef40175b · outbound

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

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging An underwater image enhancement benchmark dataset and beyond,

Reference 26

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Observation 2f69162b-5d29-4be7-9385-2c03f8762428 · outbound

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

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Fast underwater image enhancement for improved visual perception,

Reference 27

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Observation cf0eb732-5182-4908-80c0-1998e14d1c83 · outbound

This paper cites Watergan: Unsupervised generative network to enable real-time color correction of monocular underwater images,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Watergan: Unsupervised generative network to enable real-time color correction of monocular underwater images,

Reference 28

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Observation bc55d9b3-6961-4ffa-ac9f-8b8b8994af9f · outbound

This paper cites Udepth: Fast monocular depth estimation for visually-guided underwater robots,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Udepth: Fast monocular depth estimation for visually-guided underwater robots,

Reference 29

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Observation dd4c397c-38e7-4da0-82cf-7e47374c2d61 · outbound

This paper cites Semantic attention and relative scene depth-guided network for underwater image enhancement,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Semantic attention and relative scene depth-guided network for underwater image enhancement,

Reference 30

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Source-reported events for the cited work

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Observation 07c2b0b1-2108-460a-ab89-28ff8bb262fb · outbound

This paper cites Underwater sin- gle image color restoration using haze-lines and a new quantitative dataset,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater sin- gle image color restoration using haze-lines and a new quantitative dataset,

Reference 31

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Source-reported events for the cited work

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Observation 63d16b45-1ff4-42ab-b8d4-28ecd7b24e8d · outbound

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

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging True color correction of autonomous underwater vehicle imagery,

Reference 32

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Source-reported events for the cited work

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Observation 85ba3486-1685-4d0b-ba4a-707f6817c731 · outbound

This paper cites Overview of underwater 3d reconstruction technology based on optical images,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Overview of underwater 3d reconstruction technology based on optical images,

Reference 33

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This paper cites Underwater image restora- tion via background light estimation and depth map optimization,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image restora- tion via background light estimation and depth map optimization,

Reference 34

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Observation e1a3b856-c494-4c69-ae36-08b67a7b77db · outbound

This paper cites Underwater image restoration via depth map and illumination estimation based on a single image,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Underwater image restoration via depth map and illumination estimation based on a single image,

Reference 35

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Observation 9316457e-46e1-47f1-befe-bb7f6e6b6acf · outbound

This paper cites Adaptive huber regression,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Adaptive huber regression,

Reference 36

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Observation 68f800a4-423f-41bc-922a-aaa3a83691dc · outbound

This paper cites Curee: A curious un- derwater robot for ecosystem exploration,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Curee: A curious un- derwater robot for ecosystem exploration,

Reference 37

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Observation 988a90e1-2efa-4108-b91e-144c4fe6866a · outbound

This paper cites Depth anything: Unleashing the power of large-scale unlabeled data,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Depth anything: Unleashing the power of large-scale unlabeled data,

Reference 38

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Observation f5281106-83ef-46de-aa79-f20b6dc41e41 · outbound

This paper cites An underwater color image quality evaluation metric,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging An underwater color image quality evaluation metric,

Reference 39

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Observation 66136ff8-9a5e-4987-a6aa-cc227408cc37 · outbound

This paper cites Human-visual-system-inspired underwater image quality measures,.

OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Human-visual-system-inspired underwater image quality measures,

Reference 40

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Pith citing papers

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