Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T16:45:41.866501Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T16:45:41.866501Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
40 of 40 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a5270d72-7ff7-4fa4-9ce8-41b8f4f233f8 · outbound
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
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.
Observation 19fd5cf1-d00c-4f58-b6b0-d6f266fe32c5 · outbound
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
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.
Observation cb219e5c-a7ac-4021-a048-65b1451e971b · outbound
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
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.
Observation eef74eb9-2808-4c0b-8ced-f31ab56e5118 · outbound
OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging A revised underwater image formation model,
Reference 4
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.
Observation 20d67c03-1d38-4cdb-badc-90ff5484aefc · outbound
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
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.
Observation 617d991b-5e36-4704-b8e3-823b7a880486 · outbound
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
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.
Observation 8c20c377-ed96-4e0c-a35d-d9c286d908af · outbound
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
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.
Observation 7dc5b542-c45a-4d28-9d4b-5b7c785c661f · outbound
OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Semi-supervised advancement of underwater visual quality,
Reference 8
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.
Observation af44753c-7aa1-4a1b-822d-21022b72b39a · outbound
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
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.
Observation 6ffb5b6a-f6fb-4415-b788-b364f0bbd482 · outbound
OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Digging into self-supervised monocular depth estimation,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b607d829-e3e0-44e0-9951-8b44e4f7127d · outbound
OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Depth Anything V2
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef196d34-537c-4091-9be8-28c007f3fab0 · outbound
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
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.
Observation 4ac16ea8-9bcb-4ef6-b2e3-af5e9a588f7e · outbound
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
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.
Observation 67ced25b-c61d-4fc3-a08e-ce798cab8232 · outbound
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
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.
Observation b1b2d862-6471-4d4b-a5a6-d9a6736913bc · outbound
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
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.
Observation ca5e9f9e-9c5c-44a8-bafa-e472d31bf311 · outbound
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
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.
Observation e075b586-3978-4563-ae5e-5dee4ee843dd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dae317c-d3d7-4797-a940-1c0c868a820f · outbound
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
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.
Observation eef05870-f0b9-4130-b388-8ab40efc7ddc · outbound
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
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.
Observation 28242a94-77a3-4afb-a672-a5806a178f3f · outbound
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
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.
Observation 535b9bbb-19ef-47ef-8177-0588106f0424 · outbound
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
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.
Observation fdad1ea5-1a1b-4a3e-8c1a-cbcd8e4697c8 · outbound
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
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.
Observation 4089aaf3-998d-4eeb-9f6c-c8a175040b6e · outbound
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
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.
Observation d248397a-fa4c-4c26-a8f2-e570d611b127 · outbound
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
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.
Observation ea386a57-8879-42b1-89da-1c2c5b64f10d · outbound
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
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.
Observation 08654891-edf4-435b-8360-b474ef40175b · outbound
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
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.
Observation 2f69162b-5d29-4be7-9385-2c03f8762428 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf0eb732-5182-4908-80c0-1998e14d1c83 · outbound
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
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.
Observation bc55d9b3-6961-4ffa-ac9f-8b8b8994af9f · outbound
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
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.
Observation dd4c397c-38e7-4da0-82cf-7e47374c2d61 · outbound
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
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.
Observation 07c2b0b1-2108-460a-ab89-28ff8bb262fb · outbound
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
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.
Observation 63d16b45-1ff4-42ab-b8d4-28ecd7b24e8d · outbound
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
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.
Observation 85ba3486-1685-4d0b-ba4a-707f6817c731 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd6e2a3e-213d-4b0a-a430-4b0cbe88a0d8 · outbound
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
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.
Observation e1a3b856-c494-4c69-ae36-08b67a7b77db · outbound
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
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.
Observation 9316457e-46e1-47f1-befe-bb7f6e6b6acf · outbound
OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging Adaptive huber regression,
Reference 36
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.
Observation 68f800a4-423f-41bc-922a-aaa3a83691dc · outbound
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
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.
Observation 988a90e1-2efa-4108-b91e-144c4fe6866a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5281106-83ef-46de-aa79-f20b6dc41e41 · outbound
OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging An underwater color image quality evaluation metric,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66136ff8-9a5e-4987-a6aa-cc227408cc37 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.