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Paper Citation Record · LEDGER

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging

As of 6 August 2026, this Paper Citation Record lists 100 of 119 outbound references and 0 inbound Pith citation observations for arXiv:1907.03246.

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

pith.paper-citation-record.v1
1907.03246 v1

Coverage vector

measured 100 of 119 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T01:42:23.586065Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

100 of 119 outbound references displayed

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  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7dbbd71d-8621-4c69-8283-85c13a0fbd05 · outbound

This paper cites Sustainability Assessment of Deep Ocean Resources.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Sustainability Assessment of Deep Ocean Resources

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 00335387-34f9-4c5c-a86c-989197b86c26 · outbound

This paper cites Computer Vision for Ocean Observing.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Computer Vision for Ocean Observing

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 4bfebf45-7c98-49a2-9046-2f56bd4b6127 · outbound

This paper cites Object recognition for cell manufacturing system.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Object recognition for cell manufacturing system

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 11046761-72bd-4fa2-a36b-467165151f7b · outbound

This paper cites An automated fish species classification and migration monitoring system.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging An automated fish species classification and migration monitoring system

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation b19c5d3e-38f3-431d-a31c-d2a08451fa72 · outbound

This paper cites A Real -Time Vehicle Navigation Algorithm in Sensor Network Environments.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Real -Time Vehicle Navigation Algorithm in Sensor Network Environments

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation cf63db6f-c0ef-440c-a72c-e7e427a5ac92 · outbound

This paper cites Improving image quality in poor visibility conditions using a physical model for contrast degradation.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Improving image quality in poor visibility conditions using a physical model for contrast degradation

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a1e9b034-424a-471f-b540-528b65a04cb5 · outbound

This paper cites Image dehazing by artificial multiple-exposure image fusion.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Image dehazing by artificial multiple-exposure image fusion

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation de7df7ba-c7a0-4c5a-a5ff-461cb99ee25f · outbound

This paper cites Shallow-Water Image Enhancement Using Relative Global Histogram Stretching Based on Adaptive Parameter Acquisition.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Shallow-Water Image Enhancement Using Relative Global Histogram Stretching Based on Adaptive Parameter Acquisition

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 4bde99ec-ef42-497e-a310-4b40513782b7 · outbound

This paper cites Clear underwater vision.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Clear underwater vision

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation cd43adf9-5611-4311-9a6e-b4f5244dabab · outbound

This paper cites A Computer Model For Underwater Camera Systems.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Computer Model For Underwater Camera Systems

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation e06b99a3-ade0-41f8-909f-15e836cde0ba · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Computer modeling and the design of optimal underwater imaging systems

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation e4884932-932a-4d8e-bfa8-24cdee80cf87 · outbound

This paper cites Recovery of underwater visibility and structure by polarization analysis.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Recovery of underwater visibility and structure by polarization analysis

Reference 12

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 5cdeb1ad-3b71-4d1b-862d-656b562999a2 · outbound

This paper cites Single Image Haze Removal Using Dark Channel Prior.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Single Image Haze Removal Using Dark Channel Prior

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 36a2de01-83fd-412d-8bd1-81fcd794f2e1 · outbound

This paper cites Removal of water scattering.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Removal of water scattering

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 9c572533-e757-4af8-8ca7-f33cdcbe1d4e · outbound

This paper cites A simple and comprehensive model f or underwater image restoration.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A simple and comprehensive model f or underwater image restoration

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:f4f7a803ed6bc8596ea50ce2a7c453b08b119a519f77714eb54e357dabe46c23

Observation 7f28077a-255a-4c2b-8095-613fb69f004d · outbound

This paper cites Underwater Image Enhancement by Wavelength Compensation and Dehazing.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater Image Enhancement by Wavelength Compensation and Dehazing

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation fabbdad3-7a61-4af5-951a-712c75abf17d · outbound

This paper cites A research tool for long -term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A research tool for long -term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 1e8099b7-4fe9-4cd5-8ccb-beac6539d89d · outbound

This paper cites Visualization and Image Enhancement for Multistatic Underwater Laser Line Scan System Using Image-Based Rendering.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Visualization and Image Enhancement for Multistatic Underwater Laser Line Scan System Using Image-Based Rendering

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 463eaecd-7d8b-4096-9065-bebb84264c38 · outbound

This paper cites Triangular -range-intensity profile spatial -correlation method for 3D super -resolution range - gated imaging.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Triangular -range-intensity profile spatial -correlation method for 3D super -resolution range - gated imaging

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:73efa87cbcfa14905512c7279086925a62c8830af928d6e3604df3a254c3c68d

Observation 8af477e2-5ac4-4f7f-8c34-2ffd60c28c48 · outbound

This paper cites A unified framework for image performance enhancement of extended range laser seabed survey sensors.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A unified framework for image performance enhancement of extended range laser seabed survey sensors

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:7df79eb71d4c71a15d56dfdacbdcb987b71654294930706d6c1ca5934a312b6f

Observation fec6d06c-8ad5-47fd-b8a7-b29ef5aaa722 · outbound

This paper cites A novel application of range-gated underwater laser imaging system (ULIS) in near-target turbid medium.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A novel application of range-gated underwater laser imaging system (ULIS) in near-target turbid medium

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:c09fb3093537c6b9ff86c73b30825aaafefacf6f95f6579797d1bb9a5bc29e2f

Observation 5ff8a2cd-371f-4c3c-b26a-dc33f200aceb · outbound

This paper cites Regularized Image Recovery in Scattering Media.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Regularized Image Recovery in Scattering Media

Reference 22

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:f59ff70210665ca4db2208cc9730918627706ab12d05f00be76be9b0176f739d

Observation a26d6384-3998-4cbc-9bb3-fdd1743c258c · outbound

This paper cites Adaptive histogram equalization based fusion technique for hazy underwater image enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Adaptive histogram equalization based fusion technique for hazy underwater image enhancement

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation db364021-1dd8-4b17-af92-1091fa003975 · outbound

This paper cites A semi-global color correction for underwater image restoration.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A semi-global color correction for underwater image restoration

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation c2ddab3b-a441-41f9-8dd3-3b7580c53a9d · outbound

This paper cites Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation b72c8244-ef68-4141-853b-33a9bcd8059d · outbound

This paper cites An Advanced Visibility Restoration Technique for Underwater Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging An Advanced Visibility Restoration Technique for Underwater Images

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 61c46eb6-28df-4397-8a13-85f719bbfd54 · outbound

This paper cites Improving color correction for underwater image surveys.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Improving color correction for underwater image surveys

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:376812c83da9b8793aed0a344c7c0d1b78fb6bf20e1811ffe8d41495ed0dbae4

Observation 3d1527de-bbd9-47ed-a87a-ea63e72c9640 · outbound

This paper cites A Survey on Underwater Image Enhancement Techniques.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Survey on Underwater Image Enhancement Techniques

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 81f1e6e7-de7b-4bb4-8f6e-fc6c4067c189 · outbound

This paper cites Underwater Optical Image Processing: a Comprehensive Review.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater Optical Image Processing: a Comprehensive Review

Reference 29

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:67fd1c5c0d3a4dd7883f3f1cf10c61c6dc9c09f57c2804288d9f994d97438fef

Observation f784096c-e645-414e-9131-4ae927226197 · outbound

This paper cites A Review on Intelligence Dehazing and Color Restoration for Underwater Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Review on Intelligence Dehazing and Color Restoration for Underwater Images

Reference 30

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:07b12a8aec727253be73e58bc12b25dbc2d5c77c37ab1c74336a9fe4abf37479

Observation 63754db1-df41-4bbd-b686-0216f2206092 · outbound

This paper cites Hue preserving- based approach for underwater colour image enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Hue preserving- based approach for underwater colour image enhancement

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:a3214cb54727ae1358e2e0cc41bd24c3cc560e1d25e81dbaf24d99661f810b91

Observation 428e8f99-38e6-4d85-998c-80ff073f2147 · outbound

This paper cites Color balance and fusion for underwater image enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Color balance and fusion for underwater image enhancement

Reference 32

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:036d853c181268f26d06aeb0a67ba3a5f208496b3899e1ee73cd524ee7f47fbe

Observation 2bcd0784-3737-4df3-a7ee-25ef409ace4c · outbound

This paper cites Enhancing the low quality images using Unsupervised Colour Correcti on Method.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Enhancing the low quality images using Unsupervised Colour Correcti on Method

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.352952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:b16e326edab18ef0ebff891f713431a33d3dc6b1add29562e1c99d936ed286e6

Observation 4bd34b1c-8117-494d-9b0c-a9c73f17efda · outbound

This paper cites Underwater image quality enhancement through integrated color model with Rayleigh distribution.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image quality enhancement through integrated color model with Rayleigh distribution

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.335376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:e380abd02bb0e9b538f348c445cd7176bc774b64da1c76174580cb363b59271d

Observation bf95faae-d9f3-4721-8d75-ddedd18dfb8a · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Single Image Dehazing by Multi-Scale Fusion

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.323438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:eb825c395e78b4cecc60b178950ebf7768af532c870b6095d7c6eb8c1c3bad23

Observation 37be8519-ea08-41e7-b67a-f79af25cfc4f · outbound

This paper cites Underwater image quality enhancement through Rayleigh -stretching and averaging image planes.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image quality enhancement through Rayleigh -stretching and averaging image planes

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.297129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:d9a4242551006b8fa8dccb1de86ae527ececc18410993dffaa22be70db3beedd

Observation df3483c6-40d6-4e72-b614-72916ca5d552 · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Automatic system for improving underwater image contrast and color through re cursive adaptive histogram modification

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.280192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:32b08bedb09f430ca189d00f370e89adaed4b42fafed98211fb60b5af0ffaaf6

Observation 131e1f6c-4677-447a-81c9-5517c661ed02 · outbound

This paper cites Underwater image enhancement by wavelet based fusion.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image enhancement by wavelet based fusion

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.320610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:a44324ed24ad6af862bfdb2ebfada5cc3d6344b76b2661c820aa795315bfb6fe

Observation 670427d6-0197-4a71-9cb0-7beb0d437d10 · outbound

This paper cites Study on Underwater Image Denoising Algorithm Based on Wavelet Transform.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Study on Underwater Image Denoising Algorithm Based on Wavelet Transform

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.226511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:74029c1db298da5f3763876dea92cdf3f9d9d31ecc4b9a04e3165b3259f3a671

Observation d2288b56-428a-4dc6-b2bf-27be2ef3a435 · outbound

This paper cites Wavelet based perspective on variational enhancement technique for underwater imagery.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Wavelet based perspective on variational enhancement technique for underwater imagery

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.263488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:bfab6ef899e9344dcc19d16634fb9e18fa6b8dc47afa35d566557d78b3d37efd

Observation 19891303-3b8d-49d6-af27-50b9c07cd5df · outbound

This paper cites Naturalness Preserved Enhancement Algorithm for Non -Uniform Illumination Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Naturalness Preserved Enhancement Algorithm for Non -Uniform Illumination Images

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.989514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:3bdb4267648212bbedb7383a09f8f1c42dafe80d203fa1aea4d00fe2f7bc3a4e

Observation e85ce4c2-948b-4440-af21-4ffc029fbdc3 · outbound

This paper cites Automatic Contrast Enhancement Technology With Saliency Preservation.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Automatic Contrast Enhancement Technology With Saliency Preservation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.963284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:1a083f2a1c3ada05d66a2116369098986d3d1ac5cbb62a52a72336bd069a6bfa

Observation 702cbb0d-3e97-4f04-b969-80afaf4555c7 · outbound

This paper cites WaterGAN: Unsupervised Generative Network to E nable Real - Time Color Correction of Monocular Underwater Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging WaterGAN: Unsupervised Generative Network to E nable Real - Time Color Correction of Monocular Underwater Images

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.969087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:7e76eb9aca3fc5b5252811376e814b005eec9efaf67ea821ddaeafbcc5b140b8

Observation 1a6563ea-578e-43e8-93c3-d623701cc88f · outbound

This paper cites A deep CNN method for underwater image enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A deep CNN method for underwater image enhancement

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.409988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:66afc2b9969c64a22f3f95447530423b19cac579f2d4a22f742a1bebd3ae5b78

Observation 40ba3cd3-c7eb-4a5e-bb8b-21db970825d2 · outbound

This paper cites An Underwater Image Enhancement Benchmark Dataset and Beyond.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging An Underwater Image Enhancement Benchmark Dataset and Beyond

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.968011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:ce27ea568f66ec8fadcf12f4499c5718aa4a24b6c5c26471b34df97012026971

Observation 8ab04959-1574-41eb-ba54-c97b1ded42e4 · outbound

This paper cites Review of Video and Image Defogging Algorithms and Related Studies on Image Restoration and Enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Review of Video and Image Defogging Algorithms and Related Studies on Image Restoration and Enhancement

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.983822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:cc5aa38c880848b437a217a5bb4bae049dadbe18432bd157154ce165fcbf9ba9

Observation 389da82a-05ae-4763-ab93-7f727a09cd6c · outbound

This paper cites Image enhancement by histogram transformation.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Image enhancement by histogram transformation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.179866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:48ce407ecdfa87f4f64836393ab20d7068da3bc357dfe6109f7df94140fba1f1

Observation 88fd75d3-7ff0-4541-9fd2-aee4fafaaa76 · outbound

This paper cites Contrast limited adaptive histogram equalization.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Contrast limited adaptive histogram equalization

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.234463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:7ebbfecf198efbbb97a17d2993e0207c8cb6c95f1d6d3d265f770c67c00cd8c6

Observation dfbcaccf-261a-43cc-882d-0591e90c17d3 · outbound

This paper cites A Generalized Unsharp Masking Algorithm.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Generalized Unsharp Masking Algorithm

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.192432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:11b0240c0bc197cbadc8c53f5d42acc20def950f11588f4f5ef265b3eaec8f01

Observation 668ea346-1b73-43a1-a543-9693438ac829 · outbound

This paper cites Enhancing underwater images and videos by fusion.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Enhancing underwater images and videos by fusion

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.182561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:0824e16163c970c20d9bf14a371bdc2de31974ee6379cb63986448987b4510ea

Observation 6ddc325b-3934-4fb5-8b75-48bae3f9aeeb · outbound

This paper cites Underwater image colour constancy based on DSNMF.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image colour constancy based on DSNMF

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.144542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:e049894b2fb87731c6904ed63eee7b0dd4fa0460e864a39e4189dbc022ed33ad

Observation 13beeb8b-60d5-4e1d-9888-cfad3fbfbf4b · outbound

This paper cites Color Correction of Underwater Images for Aquatic Robot Inspection.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Color Correction of Underwater Images for Aquatic Robot Inspection

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.150482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:f0a50df088886dfefc95f86ebb1b2a04d0a7ce1a6a0af097815fd6884dbd4421

Observation 5354bc2d-bc07-4f8d-b51c-59d1c37bb257 · outbound

This paper cites Underwater Image Enhancement Using An Integrated Colour Model.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater Image Enhancement Using An Integrated Colour Model

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.176632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:6e76fa5525eeceed5693aa75bad7591f4d5957001ceda682f2c1e4f38bc8bc6f

Observation 4bf52568-782a-42a7-b306-06a8fac5808b · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Enhancement of low quality underwater image through integrated global and local contrast correction

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.218282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:374046c38a47d0239b97a564caa6fe28ceb07355493765fac23c47b2a9979657

Observation 8ac313a2-1e04-4525-af6c-9b25ef148061 · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A retinex-based enhancing approach for single underwater image

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.242926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:220627d856b395e7abc69c945a5d716c9f4ef17d6f69df0b6ff407e15f24f557

Observation c47577af-7016-452a-bb39-6a2bf39f82c4 · outbound

This paper cites Underwater image enhancement via extended multi -scale Retinex.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image enhancement via extended multi -scale Retinex

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.254434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:f78c77ef947c2a4fac3975d35be9e4d8c6d8ea3e5e4ca647f58c41772dec3697

Observation 532ad20c-4cc0-4338-95f2-cf35dac222b0 · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Mixture contrast limited adaptive histogram equalization for underwater image enhancement

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.266705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:a136509e91024f6cc80e3b3b7d2ad399e32cb71d997969ff6fc0d37666f129e1

Observation aaf26a7c-5dcb-4398-b977-a53d5cc0d024 · outbound

This paper cites Image enhancement based on contourle t transform.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Image enhancement based on contourle t transform

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.277458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:e502aacff00bf116ed603f034485900ee49fe06d142a24921e68e6e8d5eb4dc6

Observation 39b56396-6e40-41de-bb4d-964a22285bff · outbound

This paper cites Transform -based image enhancement algorithms with performance measure.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Transform -based image enhancement algorithms with performance measure

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.201222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:2918bb53dde2538398b4a5b56bc15d3c8a5c79635fc6bc7572cb23c2c3aba1d0

Observation e22b5a31-b9f8-4cff-93d6-100f437af1cf · outbound

This paper cites A Robust No -Reference, No-Parameter, Transform Domain Image Quality Metric for Evaluating the Quality of Color Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Robust No -Reference, No-Parameter, Transform Domain Image Quality Metric for Evaluating the Quality of Color Images

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.971002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:7ddfc845c504e56ea85823079c7fd693ce5957aad9dafd3881c6a824cb076545

Observation c7a54662-9098-4457-9f62-9cf74b8b6234 · outbound

This paper cites Fusion -based underwater image enhancement by wavelet decomposi tion.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Fusion -based underwater image enhancement by wavelet decomposi tion

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.973970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:cdd6a3190812fe3ca2d8da852aac04f1fd785d878d61431b83365a3e24dd3727

Observation 02c58bad-ab5d-4e8d-9466-0c131afa6509 · outbound

This paper cites A Study of Transform Domain based Image Enhancement Techniques.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Study of Transform Domain based Image Enhancement Techniques

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.932711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:d0a2b5f09e9cd08e49664a6c8dfbcca59f272198a2b8a7865c0a0103578b4282

Observation c435c05b-dca2-443a-9c24-5c37637f5626 · outbound

This paper cites Color Image Enhancement via Combine Homomorphic Ratio and Histogram Equalization Approaches: Using Underwater Images as Illustrative Examples.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Color Image Enhancement via Combine Homomorphic Ratio and Histogram Equalization Approaches: Using Underwater Images as Illustrative Examples

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:33.007176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:2436d000723bb4be11e0f6a6b0f7312cdd1fd0d82bd675cb2112b667e9c9fda7

Observation f7cd9f85-e407-4d3e-9744-796427158580 · outbound

This paper cites Underwater image denoising using adaptive wavelet subband thresholding.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image denoising using adaptive wavelet subband thresholding

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.358659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:eb257fe765d1bc8fbc6bbc927f61bc57b24f65c32455ef785425128a2913bb77

Observation 3e989197-9330-4cad-b994-8dc2a05c69d8 · outbound

This paper cites When Underwater Imagery Analysis Meets Deep Learning: a Solution at the Age of Big Visual Data.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging When Underwater Imagery Analysis Meets Deep Learning: a Solution at the Age of Big Visual Data

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:33.013904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:cd17b8c1ba9cabc0bee69a7649b785a32488351ae4eb7df386abf8acac9b58bb

Observation e0d0b541-9cd8-4b33-8475-7de89c76265f · outbound

This paper cites ImageNet classification with deep convolutional neural networks.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging ImageNet classification with deep convolutional neural networks

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.975450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:d2d12d2bf4394a0098c0ba039b86f1fc804398c419f22c2e5ac13dd2e48fcbaa

Observation 3e493407-0ade-4e1a-acb5-18df196fc66b · outbound

This paper cites Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.978346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:0ee27011e4964b4b85bea07fbeb6fffb7b1a0f04ccd8a1fc37101b68fa2b7267

Observation 7b8ada5a-cc53-472d-bba6-2373aebda867 · outbound

This paper cites Learning Dual Convolutional Neural Networks for Low-Level Vision.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Learning Dual Convolutional Neural Networks for Low-Level Vision

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.206632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:34bf43c8bfc5e18c32906fb67630b49a983797dac984e8fea691d0308daf8f24

Observation 4949711e-c610-4c81-a61f-e546af78fc97 · outbound

This paper cites Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.212558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:a49e7a00ffa695db07dd41f3842800711379d22162cceb76d40d80c1ddc5aca9

Observation 061af62f-2b9d-4742-ae8a-092a5ff91162 · outbound

This paper cites Deep Semantic Face Deblurring.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Deep Semantic Face Deblurring

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.237167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:ddb3e314188b11c313de5789dacdc04fa61beab76a35fcfa83ec7074138b77ea

Observation fc81afe6-ebaf-4763-84ed-bfdb079f57d4 · outbound

This paper cites Blind Image Deblurring via Deep Discriminative Priors.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Blind Image Deblurring via Deep Discriminative Priors

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.170564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:7fa3628c264c3212bf73e9debe6a92f132a9236d100003e83a50c7a539c36510

Observation 8e205720-8f0a-4377-88fb-a8a717610490 · outbound

This paper cites Removing Rain from Single Images via a Deep Detail Network.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Removing Rain from Single Images via a Deep Detail Network

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.156514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:c684dacbf74264026388a11a907a18bbfbadd8c429d9fa54e573349af5ab8a5b

Observation 01716efe-a145-4b82-b4f7-a7f007762d83 · outbound

This paper cites Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.163569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:ed7d5838f3ad333fbf6104674a5f2c535670a991c9cd40cf3258a9670988ea59

Observation d559a9c6-6096-4031-a23f-8c968460e730 · outbound

This paper cites LLNet: A deep autoencoder approach to natural low -light image enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging LLNet: A deep autoencoder approach to natural low -light image enhancement

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.195332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:0cff50dce00e27c1c53550d4c020dafecdec6a66285301a8e35a0e39ca186b81

Observation aa026dbd-0ba0-4382-a5af-980a10920d2d · outbound

This paper cites LIME: Low-Light Image Enhancement via Illumination Map Estimation.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging LIME: Low-Light Image Enhancement via Illumination Map Estimation

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.173577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:26a67ad3005b6d0dea20e0587bd5c9858c445083773b2c853c4f8c229416184f

Observation 32de8aa4-a60b-408f-b055-4561f8f0319b · outbound

This paper cites DehazeNet: An End - to-End System for Single Image Haze Remova l.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging DehazeNet: An End - to-End System for Single Image Haze Remova l

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.231871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:adc30befb82cabd4645a1ac2d5e58e8822092a4b69fb0d96424201b2f3e7cf01

Observation 236ba4aa-0834-45a8-b057-ac0ae2654b85 · outbound

This paper cites Proximal Dehaze -Net: A Prior Learning - Based Deep Network for Single Image Dehazing.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Proximal Dehaze -Net: A Prior Learning - Based Deep Network for Single Image Dehazing

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.285894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:5f1cb15a4e7ae3629bda3cfa4ce8b8c53bdfc57e481c84fb7274a7d2601b357b

Observation e8031aff-9561-4187-aada-1c67b7641fd9 · outbound

This paper cites Deep Learning Based Single Image Dehazing.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Deep Learning Based Single Image Dehazing

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.288431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:9fddfd3aac8025148bc7dee039e3c8784bb17c8ff73abf689c07dfa83b7a95fe

Observation 38e98ccb-d2fd-44c0-888b-c449600f7236 · outbound

This paper cites Investigating Haze -relevant Features in A Learning Framework for Image Dehazing.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Investigating Haze -relevant Features in A Learning Framework for Image Dehazing

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.326446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:c90340aa5b7603cd8026c12ab0ce41c349aa532090fb769ce747be134a4ffaa4

Observation da0501a0-cb8c-4069-8ebb-1ad0c0b38e40 · outbound

This paper cites A Deep Learning Approach for Underwater Image Enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Deep Learning Approach for Underwater Image Enhancement

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.355859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:80fbbbd56185c7e82ede5caf88b78e0e4e2866b504f416c406446df988c94e81

Observation afe0414e-7fc1-4221-b716-2e97bbd20c05 · outbound

This paper cites Deep Underwater Image Enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Deep Underwater Image Enhancement

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.365107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:2ed6be98d42dc02ef24dfae16c1701bd4b4b5c10820ffed9723cbd1b52d66870

Observation 11a00bc4-34e9-4930-9558-3b79726b68d4 · outbound

This paper cites Generative Adversarial Nets.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Generative Adversarial Nets

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.401518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:990fcb745d74b728fed9955474f709def00da1029eb226b8afba820df5a3dd2e

Observation 182f1362-3be3-4be2-98b5-221675eabd02 · outbound

This paper cites Enhancing Underwater Imagery Using Generative Adversarial Networks.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Enhancing Underwater Imagery Using Generative Adversarial Networks

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.986788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:1d08647248aa1e759eb2a450024cd1e60b92384b7b89062cdbd6ffcc3ed3d0eb

Observation 3d409d93-152c-4770-91ea-6e72d3fa79d5 · outbound

This paper cites Emerging From Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Emerging From Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:32.981357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:835dccaef698bf20ef25cca2ee9ba41eb56379aa03d54d1ba2d20fd6fc9bc079

Observation 821c6f3f-40f5-4dc3-a27e-ec3a678915db · outbound

This paper cites Unpaired Image -to- Image Translation Using Cycle-Consistent Adversarial Networks.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Unpaired Image -to- Image Translation Using Cycle-Consistent Adversarial Networks

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.300229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:29e87c77d7eb9cb96d5349e7285081116858b79e5159876a369abd522b26aab0

Observation 419feed4-686b-4ae9-b82b-f6d70248fae6 · outbound

This paper cites Underwater-GAN: Underwater Image Restoration via Conditional Generative Adversarial Network.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater-GAN: Underwater Image Restoration via Conditional Generative Adversarial Network

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.329440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:f9c88600eded7dc2f4b56a1a013387ea35c66a0bab9f7de7c18db69ba2d5a692

Observation 9876396d-5ce9-41af-8b6e-3215203a70e8 · outbound

This paper cites All-In-One Underwater Image Enhancement using Domain-Adversarial Learning.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging All-In-One Underwater Image Enhancement using Domain-Adversarial Learning

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.338105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:137fcc1dfad0b889619fac3ca316a1fdfbfc2689ce933115a3a8c61a44185536

Observation 0da83c5a-8fce-4f9f-a2d9-a18981832d52 · outbound

This paper cites Single Underwater Image Restoration Based on Depth Estimation and Transmission Compensation.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Single Underwater Image Restoration Based on Depth Estimation and Transmission Compensation

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.198160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:7e313a807e1c7b0bd3e0cfc56be59677e2d3a21ab162083178c4de70d82e2448

Observation 126dc1fd-6467-468c-99fc-3252a1efa4fe · outbound

This paper cites Underwater Image Restoration Using Color-Line Model.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater Image Restoration Using Color-Line Model

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.221141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:16e858acf943f21cb4678cd80ff29d526fef885aabdfa8f2a07a055ce704542f

Observation ee98fcaf-dfc7-4d43-8c92-cd051841ca0d · outbound

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

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Single image haze removal using dark channel prior

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.147512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:177f170eed37b541f9ca88dd57f1e24dd5fde737dbf0bbbb8875ccf3110f16de

Observation d2234c00-b80f-4ad5-9bbd-315eaf55f925 · outbound

This paper cites Transmission Estimation in Underwater Single Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Transmission Estimation in Underwater Single Images

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.153503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:c76f199aa80a132988980c5d3cd52fdfab2935e9f2b212c41cd42428ecade524

Observation 9b9a3bbc-9481-42ea-a397-3f74b9aa15e8 · outbound

This paper cites Underwater Depth Estimation and Image Restoration Based on Single Images.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater Depth Estimation and Image Restoration Based on Single Images

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.159943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:843baa02261709dc412a2b1cb20225ef4f8834aef4f96e751a760a42a6420bbb

Observation 489fa163-080a-46f9-9748-c399927b8dc6 · outbound

This paper cites Initial results in underwater single image dehazing.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Initial results in underwater single image dehazing

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.223810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:76fe70bf68353709f905c5d0d3da1622441bd967ba3457cf48c54109a669e320

Observation 306523a9-08cf-4c58-8e1e-001a2106a627 · outbound

This paper cites Automatic Red-Channel underwater image rest oration.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Automatic Red-Channel underwater image rest oration

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.317730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:f870e600a89fac3b87c235dd549cdd36b98693ac89968efad4e7c7e77eca86e6

Observation 2442aad2-2e30-4cb1-922e-8c2fbff9cfb5 · outbound

This paper cites A Rapid Scene Depth Estimation Model Based on Underwater Light Attenuation Prior for Underwater Image Restoration.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging A Rapid Scene Depth Estimation Model Based on Underwater Light Attenuation Prior for Underwater Image Restoration

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:46:33.010541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:43bc719e70bcf65c998346b5c75416f04d6606b1cf36f4f48775efa18a53a1e2

Observation f3699688-51ec-42ea-8588-f76d36243f48 · outbound

This paper cites Low Complexity Underwater Image Enhancement Based on Dark Channel Prior.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Low Complexity Underwater Image Enhancement Based on Dark Channel Prior

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.393508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:e4712fb5d21b04776205d28ac34ed0d23282326809fdd0dfd50db07fe994cbf3

Observation f99606b5-5381-45de-8589-2b7ec45556ff · outbound

This paper cites Underwater image dehazing usi ng joint trilateral filter.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Underwater image dehazing usi ng joint trilateral filter

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.404246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:fdbd081cdefd58f7a1d4c79c2c0618c1f9aab10a0eaba802a44ef5c4307e2567

Observation 9bbd71a1-c19c-480d-987d-6f7cb536a988 · outbound

This paper cites Deriving inherent optical properties from background color and underwater image enhancement.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Deriving inherent optical properties from background color and underwater image enhancement

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.396485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:b084f92891fddb34ee1523132b5e722014ad8d704904200fc1e622e39538b2a1

Observation f93feb0d-b139-471b-abe2-d38d1d0f9d6e · outbound

This paper cites Single underwater image enhancement using depth estimation based on blurriness.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Single underwater image enhancement using depth estimation based on blurriness

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.374688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:70b42bb378ce8527a4d8f1486f8eefc7992a274a801d8e5fff516f2bd045d733

Observation 70cabf49-518c-4a3c-83f8-934b4d896c83 · outbound

This paper cites Single underwater image enhancement with a new optical model.

An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Single underwater image enhancement with a new optical model

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T01:45:12.378097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T01:42:23.586065Z digest=sha256:10587b7f1e3f126b1b1fee8fafabf067820b750f75500e528ab75e4fc4d4b2a8

Pith citing papers

No inbound Pith citation observations are available.