Paper Citation Record · LEDGER

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2509.09849.

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

pith.paper-citation-record.v1
2509.09849 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:38:56.225282Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

14 of 14 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0cdde82-6bbb-4775-927a-063475c3f770 · outbound

This paper cites Analysis of surgical smoke produced by various energy- based instruments and effect on laparoscopic visibility.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Analysis of surgical smoke produced by various energy- based instruments and effect on laparoscopic visibility

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.156602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffe5a11-d4e1-4144-857f-182e54561e95 · outbound

This paper cites Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.161427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bb6ad6-b354-47fd-96a0-55a83ffec794 · outbound

This paper cites Laparoscopic Image Desmoking Using the U-Net with New Loss Function and Integrated Differentiable Wiener Filter.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Laparoscopic Image Desmoking Using the U-Net with New Loss Function and Integrated Differentiable Wiener Filter

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.166142Z

Source-reported events for the cited work

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Observation 2512aad1-455d-49ec-b4eb-f1085ff44709 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking U-net: Convolutional networks for biomedical image segmentation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.171051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a4ccd63-3821-44f2-acb7-d28bea27d5a8 · outbound

This paper cites Loss functions for image restoration with neural networks,.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Loss functions for image restoration with neural networks,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.177853Z

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Observation 98c2e458-a0d9-4f6c-bc03-455865c899d8 · outbound

This paper cites Perceptual losses for real-time style transfer and super-resolution,.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Perceptual losses for real-time style transfer and super-resolution,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.183867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31638d5-0c2d-46aa-b597-3aed69d60261 · outbound

This paper cites Pushing the limits of the wiener filter in image denoising.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Pushing the limits of the wiener filter in image denoising

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.189729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a73e1f0-af1a-4297-a4da-5f1b4654bfd1 · outbound

This paper cites The development of the CIE 2000 colour-difference formula: CIEDE2000.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking The development of the CIE 2000 colour-difference formula: CIEDE2000

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.194474Z

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Unavailable: canonical work link unavailable.

Observation ea30a7c2-32f3-4014-ada3-ad3c91556c50 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Image quality assessment: from error visibility to structural similarity

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.199274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d11366-5996-40cf-81aa-cee4ec5506f8 · outbound

This paper cites Understanding surgical smoke in laparoscopy through Lagrangian Coherent Structures.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Understanding surgical smoke in laparoscopy through Lagrangian Coherent Structures

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.203272Z

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Unavailable: canonical work link unavailable.

Observation 8485cc6a-8d09-484a-8ca7-3e4d6a185910 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.208351Z

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Observation 5c23f4aa-073d-4677-887f-0c5603810bd0 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Imagenet: A large-scale hierarchical image database

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.214238Z

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Observation 07edae16-c262-4fc9-88e4-12c7869a013f · outbound

This paper cites Imagequality metrics: PSNR vs. SSIM.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Imagequality metrics: PSNR vs. SSIM

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.220837Z

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Unavailable: canonical work link unavailable.

Observation 07cca713-c290-4ffb-89a3-177d1c2913cf · outbound

This paper cites Comparison of the cielab and ciede2000 color difference formulas,.

Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking Comparison of the cielab and ciede2000 color difference formulas,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T18:38:56.225282Z

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Pith citing papers

No inbound Pith citation observations are available.