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Paper Citation Record · LEDGER

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation

As of 13 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2412.18121.

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

pith.paper-citation-record.v1
2412.18121 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:05:45.767606Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:40:14.004814Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f76cb344-a670-4329-83e4-0ab9df7824e2 · outbound

This paper cites Speckle removal using dictionary learn- ing and pnp-based fast iterative shrinkage threshold algorithm,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Speckle removal using dictionary learn- ing and pnp-based fast iterative shrinkage threshold algorithm,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:46.059224Z

Source-reported events for the cited work

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

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Observation 4aab18d7-6ed4-40d3-9f2a-9c464064ecee · outbound

This paper cites Sar image despeckling using a convolutional neural network,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Sar image despeckling using a convolutional neural network,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:46.036947Z

Source-reported events for the cited work

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

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Observation 0fb6efd3-1b43-48fd-9837-8d56d19713a7 · outbound

This paper cites A total variation recursive space- variant filter for image denoising,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation A total variation recursive space- variant filter for image denoising,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:46.014135Z

Source-reported events for the cited work

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

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Observation 3c74487b-759f-4c68-b460-c9d8b8a0de5b · outbound

This paper cites A new nonconvex approach for image restoration with gamma noise,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation A new nonconvex approach for image restoration with gamma noise,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.994745Z

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.

source=pdf_text observed=2026-08-11T05:05:45.699417Z digest=sha256:bec13374eeefbafe6fe9ffb7bdf168116515e30734ad91936d8643e712fc15ca

Observation 9b875c18-9408-488c-87a2-32657799816e · outbound

This paper cites Sar despeckling via regional denoising diffusion probabilistic model,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Sar despeckling via regional denoising diffusion probabilistic model,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.980202Z

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.

source=pdf_text observed=2026-08-11T05:05:45.703780Z digest=sha256:76c241dc6fe2b58e93b3fc6c471ff5919e941a71c8c4f6c7161902909763ace8

Observation cfc8f6f6-d469-4207-92f9-47f5231fa4e3 · outbound

This paper cites Edge preserved low-rank sar image despeckling via hierarchical prior knowl- edge regulation,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Edge preserved low-rank sar image despeckling via hierarchical prior knowl- edge regulation,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.968024Z

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.

source=pdf_text observed=2026-08-11T05:05:45.710496Z digest=sha256:86c5cca49530800aca8fc00124523f99d46354e46823ed2448bc723b17f39790

Observation de949587-7061-4780-b685-7b3dfaaa1170 · outbound

This paper cites Image denoising using ransac and compressive sensing,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Image denoising using ransac and compressive sensing,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.955600Z

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.

source=pdf_text observed=2026-08-11T05:05:45.715717Z digest=sha256:413aeac4f5a34c6e6f601e153343a9cbcaccf4915d05df7a5269619504f84d95

Observation e18a0bf6-c75e-4f7d-a3be-83f839fc797b · outbound

This paper cites Despeckling sar images with log-yeo-johnson transformation and conditional diffusion models,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Despeckling sar images with log-yeo-johnson transformation and conditional diffusion models,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.942551Z

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.

source=pdf_text observed=2026-08-11T05:05:45.720782Z digest=sha256:d61c151849c2ed72348d6da1c2f86eeadc541b1c4e2dbeee8ef95398dc67099c

Observation c87c623e-3453-4d36-90fb-fb7fbfba07c9 · outbound

This paper cites Image denoising via learned dictionaries and sparse representation,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Image denoising via learned dictionaries and sparse representation,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.929993Z

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.

source=pdf_text observed=2026-08-11T05:05:45.725180Z digest=sha256:d9f921db32e906bdbd1bd63f2694ba016cdd1883150cc27e3bdf9aa43e21905c

Observation a8ad38f1-7490-498b-8c49-cf8e99ba0630 · outbound

This paper cites Stochastic alternating direction method of multipliers,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Stochastic alternating direction method of multipliers,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.917682Z

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.

source=pdf_text observed=2026-08-11T05:05:45.729259Z digest=sha256:3933f211c5415968c68d4bad076f5daf9b437be2c35ef4f95736af08473f964a

Observation 69274073-9da7-4041-bc87-8d9bd93ab691 · outbound

This paper cites A trilateral weighted sparse coding scheme for real-world image denoising,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation A trilateral weighted sparse coding scheme for real-world image denoising,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.904357Z

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.

source=pdf_text observed=2026-08-11T05:05:45.733668Z digest=sha256:3c83fdd87b0369969af53ae5ea4d45a5b357be0af0bff8f961e0c03000e276e1

Observation f21c91df-bb36-4f5a-8531-b0a76574f1cb · outbound

This paper cites K-svd: An algorithm for designing overcomplete dictionaries for sparse representation,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation K-svd: An algorithm for designing overcomplete dictionaries for sparse representation,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.890539Z

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.

source=pdf_text observed=2026-08-11T05:05:45.738040Z digest=sha256:e2f7ae39a1f55db98c5f6cc886dbee2a37b2a3cc5316187ee38f866f306a01bb

Observation 9a92290e-859d-4b12-8a5c-5cd208e7896f · outbound

This paper cites Asymptotic non-local means image denoising algorithm,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Asymptotic non-local means image denoising algorithm,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.877464Z

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.

source=pdf_text observed=2026-08-11T05:05:45.741854Z digest=sha256:9e0ed81e39ead5b7e918f52eef1091ff09167e52a9535f6276c90740d719bb2f

Observation 476bd119-6017-4571-9bb0-d37a3025994b · outbound

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

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T05:05:45.746512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:05:45.746512Z digest=sha256:d82a72c637f442cc31d3e42432196626efcafbe653da59a5253929cfcc21571d

Observation c8e7df83-0a7b-4348-a544-813d4980244d · outbound

This paper cites Sar image despeckling using continuous attention module,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Sar image despeckling using continuous attention module,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.854422Z

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.

source=pdf_text observed=2026-08-11T05:05:45.750926Z digest=sha256:fc8822fb9ced34927668e5069bae002725960b7c1fcbbdb08501a55bb7a0457d

Observation 2209d240-f095-4f96-98f2-93e574bec14a · outbound

This paper cites Sar2sar: A semi-supervised despeckling algorithm for sar images,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Sar2sar: A semi-supervised despeckling algorithm for sar images,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.842171Z

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.

source=pdf_text observed=2026-08-11T05:05:45.754720Z digest=sha256:659c20e7e08b45534588570c71bc8ad3e536658d02db2404d1f81d7dd659e8f8

Observation fa13e20f-3fb3-4529-9862-985736f252ba · outbound

This paper cites Agsdnet: Attention and gradient-based sar denoising network,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Agsdnet: Attention and gradient-based sar denoising network,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.829222Z

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.

source=pdf_text observed=2026-08-11T05:05:45.758911Z digest=sha256:ab6dbb7d57b9bbce1c839ff1c43eae002daa62b0b29ef4b7c61c394da5bee755

Observation d06a6551-76f8-4eba-baa1-48b62396c05a · outbound

This paper cites Sifsdnet: Sharp image feature based sar denoising network,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Sifsdnet: Sharp image feature based sar denoising network,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.817523Z

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.

source=pdf_text observed=2026-08-11T05:05:45.763215Z digest=sha256:88fd2328f84754761dfc4f062166d691da41428fb010d955f97f28688a6ccc5c

Observation 3cd090e1-1e31-4592-8ca8-7698c638d30a · outbound

This paper cites Analysis on the building of training dataset for deep learning sar despeckling,.

SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation Analysis on the building of training dataset for deep learning sar despeckling,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:05:45.804527Z

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.

source=pdf_text observed=2026-08-11T05:05:45.767606Z digest=sha256:f83184ec6515ed430885af20f915d643f0769a52b256d0b64779c4ecdb276024

Pith citing papers

Observation 42180351-4f2a-4abe-bc85-7f5d7d21d5cd · inbound

$\gamma$-Bridge: A Look-Parametric Diffusion Bridge cites this paper.

$\gamma$-Bridge: A Look-Parametric Diffusion Bridge SAR Despeckling via Region-Aware Sparse Representation and Statistical Noise Approximation

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T12:40:14.004814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:40:14.004814Z digest=sha256:277423fd48e056ea59b1fde29e4f2323637e747dd9eaaf82be1678ed72d10d03