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Paper Citation Record · LEDGER

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion

As of 8 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.03252.

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

pith.paper-citation-record.v1
2608.03252 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:34:27.832482Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

70 of 70 outbound references displayed

  • verified exact0
  • verified fuzzy62
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 589c2792-c8b3-4775-b4df-0f0d5f7df50d · outbound

This paper cites Algebraic multi-grid based multi- focus image fusion using watershed algorithm,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Algebraic multi-grid based multi- focus image fusion using watershed algorithm,

Reference 1

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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 2026-08-07T06:34:17.273281+00:00.

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Observation 8ef347b9-c84d-41db-949c-cd0dd9379282 · outbound

This paper cites Conditional random field model for robust multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Conditional random field model for robust multi-focus image fusion,

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f52b01a6-77f2-4dc4-aad0-8eb25d44ac07 · outbound

This paper cites Image fusion with guided filtering,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Image fusion with guided filtering,

Reference 3

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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 2026-08-07T06:34:17.273281+00:00.

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Observation 679b9184-2f6d-4bfd-b643-3d00fad242a5 · outbound

This paper cites Image fusion with convolutional sparse representation,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Image fusion with convolutional sparse representation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.562436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ca466fd6-deec-4fda-8080-1190e55cc921 · outbound

This paper cites Depth-distilled multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Depth-distilled multi-focus image fusion,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.556320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:21.968402Z digest=sha256:7b11b2409d16cd35ae664cc818d149ff90ea4cd25f278891591047f9dbdfa0ca

Observation bbf59887-2dee-47de-81b0-d1ae52bfce8a · outbound

This paper cites Multi-focus image fusion based on multi-scale gradients and image matting,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion based on multi-scale gradients and image matting,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.550358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 55caee37-d360-46c5-a652-3958e4c4a2e5 · outbound

This paper cites Mlnet: A multi-domain lightweight net- work for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Mlnet: A multi-domain lightweight net- work for multi-focus image fusion,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.544398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.166977Z digest=sha256:0f600a3b177abacea1f3039f2e8768dcaab52b2bd90ee99219f7736f8be7cdc2

Observation 490c24a5-cd05-4f05-a96c-883ecea85289 · outbound

This paper cites Densefuse: A fusion approach to infrared and visible images,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Densefuse: A fusion approach to infrared and visible images,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.538222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.245644Z digest=sha256:ec6357740a942fbd9ba7352698795d7059f0432c7a3217de76397e7ae475b5a8

Observation 78857c13-82b7-4735-9189-4644d2bfffec · outbound

This paper cites Dual-path deep unsupervised learning for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Dual-path deep unsupervised learning for multi-focus image fusion,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.531567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.308363Z digest=sha256:fe3324f4a7794de28bb92050de9ecdf2deb5d1820360b711aff633a967346330

Observation 9b712ab1-03c1-49c8-8ac6-cab7cf4f51d5 · outbound

This paper cites Model- informed multistage unsupervised network for hyperspectral image super-resolution,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Model- informed multistage unsupervised network for hyperspectral image super-resolution,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.525242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.380836Z digest=sha256:c4bb001b7072b558340828b50c61cdb29a2b06266ca11cec8909dde6d4884cd5

Observation 21f2ba21-8ba4-474d-b6b6-77be4059d7f9 · outbound

This paper cites Multi-focus image fusion: A survey of the state of the art,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion: A survey of the state of the art,

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.518267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.459387Z digest=sha256:555d2f2a7feeed40cfac6327ba56488f5f30e46fc71ab4c789af4c95cdac0b06

Observation 4f5bdf4b-ab70-48e2-bd44-f3bec41365bd · outbound

This paper cites Image matting for fusion of multi- focus images in dynamic scenes,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Image matting for fusion of multi- focus images in dynamic scenes,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.511963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.533982Z digest=sha256:37ba56be5de0fa66426a07ea37d69d3529adfad61566d481e5ab971e43a422c0

Observation 63620fdf-e7a7-4f45-919d-f7c65892d3f1 · outbound

This paper cites High quality multi-focus image fusion using self-similarity and depth information,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion High quality multi-focus image fusion using self-similarity and depth information,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.505285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a45190f9-9dcb-41db-8b4e-9a94d36e128b · outbound

This paper cites A region-based multi-sensor image fusion scheme using pulse-coupled neural network,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion A region-based multi-sensor image fusion scheme using pulse-coupled neural network,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.498368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:22.713536Z digest=sha256:b90dd5de80bebecae1113df65afb5e379b58509ede2068eaf21e7bfc9ef72f2b

Observation e3a3c22b-5392-4275-93e2-189689ed40f9 · outbound

This paper cites Robust sparse rep- resentation based multi-focus image fusion with dictionary construction and local spatial consistency,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Robust sparse rep- resentation based multi-focus image fusion with dictionary construction and local spatial consistency,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.491808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 05a37211-d00d-4a0e-bac5-52b9f0482dcc · outbound

This paper cites A multi-focus image fusion method via region mosaicking on laplacian pyramids,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion A multi-focus image fusion method via region mosaicking on laplacian pyramids,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.484322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5091b233-c538-41ee-b18b-9b265a1c3d41 · outbound

This paper cites Multi-scale weighted gradient-based fusion for multi-focus images,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-scale weighted gradient-based fusion for multi-focus images,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.477563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 84ab199d-5834-4b14-a388-185a623dc9b4 · outbound

This paper cites Deep learning-based multi-focus image fusion: A survey and a comparative study,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Deep learning-based multi-focus image fusion: A survey and a comparative study,

Reference 18

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raw_fallback, observed 2026-08-05T22:34:30.470938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 331172de-da87-4a3a-a916-6ecaf121cd5d · outbound

This paper cites Multi-focus image fusion with a deep convolutional neural network,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion with a deep convolutional neural network,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:23.039951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b5723cde-6d1b-4999-8184-19588f56c18d · outbound

This paper cites Multilevel features convo- lutional neural network for multifocus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multilevel features convo- lutional neural network for multifocus image fusion,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.460586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.088596Z digest=sha256:06ab2d0e34be2eaf065648cdfba3a1ab4862ccf808768ba906911c66775af699

Observation 1897b635-52a5-4f06-8bfd-75612b36af40 · outbound

This paper cites Global-feature encoding u-net (geu-net) for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Global-feature encoding u-net (geu-net) for multi-focus image fusion,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.453714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ee395170-2889-4957-8ed5-94f3b5a20b97 · outbound

This paper cites Multi-scale visual attention deep convolutional neural network for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-scale visual attention deep convolutional neural network for multi-focus image fusion,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.447194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 633342a7-2a1c-4282-90ca-c7e6340952ab · outbound

This paper cites When multi-focus image fusion networks meet traditional edge- preservation technology,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion When multi-focus image fusion networks meet traditional edge- preservation technology,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.440382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.332330Z digest=sha256:8b2d28a6adab6ca11f1713ab7df1cbde9d9889792f2911a84947f6356195e297

Observation b1dfffa3-6a63-4b48-a67b-68379763eb08 · outbound

This paper cites Ifcnn: A general image fusion framework based on convolutional neural network,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Ifcnn: A general image fusion framework based on convolutional neural network,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.432761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.377917Z digest=sha256:b1367ffab481cdb12ce750bc376d626e7e2dedaa5c75c534aad99a9c06be787f

Observation dee03303-ec56-4784-81ae-41e59d216f0d · outbound

This paper cites Multi-focus image fusion using fully convolutional two-stream network for visual sensors.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion using fully convolutional two-stream network for visual sensors

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.426224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2e508075-d1b6-4ed5-a592-06b8d1dada14 · outbound

This paper cites Swinfusion: Cross-domain long-range learning for general image fusion via swin transformer,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Swinfusion: Cross-domain long-range learning for general image fusion via swin transformer,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:23.527594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:23.527594Z digest=sha256:2e3218e237f019868814c39cd787a0057f36e8c9c1978f9ed3451f6760bb0c0b

Observation 4b1d57b6-0763-43ef-a3d7-71e505f9a7eb · outbound

This paper cites Efficient perceiving local details via adaptive spatial- frequency information integration for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Efficient perceiving local details via adaptive spatial- frequency information integration for multi-focus image fusion,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.415318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.593611Z digest=sha256:9cad16e53f3fb7fa6165200760245a469e2279cfdce4fb5ab33da5038acb1352

Observation b75f1dec-693d-48a6-89e7-2729586e2d88 · outbound

This paper cites Fusion2void: Unsupervised multi-focus image fusion based on image inpainting,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Fusion2void: Unsupervised multi-focus image fusion based on image inpainting,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.408938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.655285Z digest=sha256:30719f2072cb13eacfcfc64a2e3ea18356dbbd0eccc7a0d7f1987f372ccbddb9

Observation d67f8cae-384a-442c-8b35-96d50cc0e7c6 · outbound

This paper cites Multi-focus image fusion with deep residual learning and focus property detection,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion with deep residual learning and focus property detection,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.401914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.686436Z digest=sha256:b10e28ff493375b93af34fe6ee3b5125c16f4dc109dd17c80695637d8234c3fa

Observation 867ff112-0061-4067-8f4a-7598edd65f22 · outbound

This paper cites Generation and recombination for multifocus image fusion with free number of inputs,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Generation and recombination for multifocus image fusion with free number of inputs,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.395131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.752402Z digest=sha256:6a4d98af9653f7bc818b3c8c1f4cb43fbefa9d1c930ebf5495f2bb19dbd6be17

Observation 9060a586-3853-42bf-b5b2-99a13f70d3bc · outbound

This paper cites Exploit the best of both end-to-end and map-based methods for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Exploit the best of both end-to-end and map-based methods for multi-focus image fusion,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.388433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.820319Z digest=sha256:4d66191d2c71749177400757aadb663ca15093324ee56d7151868bc0063ff5cd

Observation bdda0048-630b-472d-91c5-51c019e1b5f0 · outbound

This paper cites Multi-focus image fusion via explicit defocus blur modelling,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion via explicit defocus blur modelling,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.381525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.878831Z digest=sha256:d5f14ced322100e1e1acad6765adaeeb8e700911f64e01d2b28c61f86fcaaef9

Observation dd05c604-f25e-4204-8f60-fa5aaa46bbea · outbound

This paper cites Cross aggregation transformer for image restoration,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Cross aggregation transformer for image restoration,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.374804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:23.963561Z digest=sha256:16aa8f8ee256d2f70bce8eae40835394e2c3a6119af2e5d3cb980ad944cc8204

Observation 6edb059b-0ec5-4556-a2dd-4fa87d4939fa · outbound

This paper cites Activating more pixels in image super-resolution transformer,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Activating more pixels in image super-resolution transformer,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:24.139907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:24.139907Z digest=sha256:0159df23d95f1941bb66ba549aec6b1a16abb1a62cfd32fbdf2fefca5a9333e7

Observation 797dea4b-aa32-4b0a-857e-55719fba2e58 · outbound

This paper cites Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.364091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:24.292530Z digest=sha256:eab720e994260c48c9da613660a48c09844a819f6032f21efcddf11c192a19f9

Observation 6bfee06e-71bb-4382-acfa-4fd7108f1606 · outbound

This paper cites Cddfuse: Correlation-driven dual-branch feature decomposition for multi-modality image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Cddfuse: Correlation-driven dual-branch feature decomposition for multi-modality image fusion,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.357674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:24.442123Z digest=sha256:dbfcde94e98c8a916cc52920c7ad9335391b0a9fa97bfc4f31547bffb87a8f75

Observation ed9fc2be-e113-43ca-95d4-abb5c9bfd77f · outbound

This paper cites Disparity-aware domain adaptation in stereo image restoration,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Disparity-aware domain adaptation in stereo image restoration,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.350871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:24.585521Z digest=sha256:f3b1e3c0e257b2815537a8e2c1c4bbb3acab98a89d7cb217d09f7e53667112eb

Observation 66612ff8-4c9f-41b6-a164-e5372fefab6c · outbound

This paper cites Steformer: Efficient stereo image super- resolution with transformer,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Steformer: Efficient stereo image super- resolution with transformer,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.343982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:24.724970Z digest=sha256:ab453cb3d3e4f33d4d142b486645a26025e4b56504b885e0b6e3ef5c92f93ae5

Observation ac07b9ad-af01-42ce-9390-2e83739a792b · outbound

This paper cites Drpl: Deep regression pair learning for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Drpl: Deep regression pair learning for multi-focus image fusion,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.337297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:24.853751Z digest=sha256:c82e28b1c92ee53ba4cfb45de1d7b1aeb09ea0a3cf7c5d9cae04431aeff05238

Observation 1b4801b6-5009-4b81-9c32-01dcc237dcac · outbound

This paper cites Dtmnet: A discrete tchebichef moments- based deep neural network for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Dtmnet: A discrete tchebichef moments- based deep neural network for multi-focus image fusion,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.330834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:24.992244Z digest=sha256:9e2a282bc1eb0f0b4df21a75645d5672dce162b08e207cef21f3bec64b9aab82

Observation 84f407f3-9d3a-4dbe-a4ba-6235c7c817d5 · outbound

This paper cites Focus relationship perception for unsupervised multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Focus relationship perception for unsupervised multi-focus image fusion,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.324416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:25.111405Z digest=sha256:5baee577f9ebb39266c473043734cc0af033d848b588a152b2e59dd7b2643ecf

Observation 88ecddab-b7cf-4a3a-b3e0-e3ef27595161 · outbound

This paper cites Model-guided coarse- to-fine fusion network for unsupervised hyperspectral image super- resolution,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Model-guided coarse- to-fine fusion network for unsupervised hyperspectral image super- resolution,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.317569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:25.294439Z digest=sha256:2fb078c90cbe3ca0bf87d146f2c629ee39c963bbd87d633e46acbc1b38c985b2

Observation 7a111e41-bb72-4bc2-837b-0e2c77703a87 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion The unreasonable effectiveness of deep features as a perceptual metric,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:25.455363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:25.455363Z digest=sha256:a58800fa848f8a30c685be1e2714f37c47428491ac51b163c6b605f38ffd01c5

Observation 249c7bde-98f5-4365-a3e3-2ba08260d75c · outbound

This paper cites Crossfuse: A novel cross attention mechanism based infrared and visible image fusion approach,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Crossfuse: A novel cross attention mechanism based infrared and visible image fusion approach,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.307100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:25.567522Z digest=sha256:aa598514f7b84bd69f5ca2796a3d4aa8b1a1c0f35c47a37b8ca41500b1f66404

Observation d1e8f2b2-55db-485b-bc02-01b498a980c0 · outbound

This paper cites Enhanced deep image prior for unsupervised hyperspectral image super-resolution,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Enhanced deep image prior for unsupervised hyperspectral image super-resolution,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:25.667779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:25.667779Z digest=sha256:14e0751aea78985ac6242f3823382ebc79c80a152ebe6599a245870854d2d030

Observation 73419bf2-412e-415c-b7f5-cca4ca10dae4 · outbound

This paper cites Multiscale vision transformers,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multiscale vision transformers,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:25.791957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:25.791957Z digest=sha256:30b5d9d0c317bf66c5f0557940b483448bf493e6957e3225789cbd73a9286201

Observation 08986318-19e8-4606-88f3-1c9005beb31d · outbound

This paper cites Nafssr: Stereo image super-resolution using nafnet,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Nafssr: Stereo image super-resolution using nafnet,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.292074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:25.910719Z digest=sha256:3a1f003f93969abfaf26642d2800dd274e511a740dbdef3d180979b70535ccbb

Observation 2f6eded8-dd61-4bcd-afb7-e242e7f88746 · outbound

This paper cites Anα-matte boundary defocus model-based cascaded network for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Anα-matte boundary defocus model-based cascaded network for multi-focus image fusion,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.284722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:25.972444Z digest=sha256:22aec7e2e17ca3698fc5dddf8782a6a5ae45182ddb8a7c06c03b25ca4abfba6c

Observation 164eb2cf-e143-4a89-a83e-cc427ae392ca · outbound

This paper cites Rgb-d saliency detection via cascaded mutual information minimiza- tion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Rgb-d saliency detection via cascaded mutual information minimiza- tion,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.278104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.025530Z digest=sha256:d164e1b0bd212e5c6239ceda5cdf60adb4fb615534a430a2d506349d13e5576e

Observation 20d4c0aa-fd61-444a-81d7-b0143dd576ba · outbound

This paper cites Multi-focus image fusion using dictionary-based sparse representation,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion using dictionary-based sparse representation,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.271679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.115413Z digest=sha256:41c567d26bd3779aa60db1bdbb658b69728c988a271d1f3c12b0a392adde6632

Observation f400eee0-7da1-4e66-89c4-e7e60b5a6b99 · outbound

This paper cites MFFW: A new dataset for multi-focus image fusion.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion MFFW: A new dataset for multi-focus image fusion

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:26.244281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:26.244281Z digest=sha256:f2be0e1360d5d19f9a36eefc40eb0724f22acf8bbec9376c943e087f4663119d

Observation 35a53cb7-25f2-41f9-a88a-5ec6077a058a · outbound

This paper cites Mff-gan: An unsuper- vised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Mff-gan: An unsuper- vised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.265160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.318350Z digest=sha256:39dfb265c09223d63472b36d6174fc46470e30e3b0ad4c83ff03ffb41f88ddcd

Observation 179dd07d-7e4a-4ef5-8c7a-9417bc4309ba · outbound

This paper cites Standard images for multifocus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Standard images for multifocus image fusion,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.258768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.406195Z digest=sha256:14c6771ea7254bf99045b00ec3507482c4d3c7f85ef6d545e5d91c9c18999e85

Observation d6f9bacc-0e23-4b0f-a99a-a9162299fac6 · outbound

This paper cites Unfolding coupled convolutional sparse representation for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Unfolding coupled convolutional sparse representation for multi-focus image fusion,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T22:34:26.503344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:34:26.503344Z digest=sha256:2a6dc126bbbf4a26cc06427adf2caf910f4ffaecc32c8be439a8cf62c62b804e

Observation d7c12876-91ae-4736-b424-9227b24fe52c · outbound

This paper cites Multi-focus image fusion with dense sift,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion with dense sift,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.248334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.572490Z digest=sha256:5832b5693d480ec0af6e1412dc5bec0a2f60f350aa559b7028eb8e29dc58783e

Observation f57a901a-d960-4a12-9e29-15e93afc59ef · outbound

This paper cites Multi-focus image fusion based on multi-scale focus measures and generalized random walk,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion based on multi-scale focus measures and generalized random walk,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.241970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.686610Z digest=sha256:8481f01af95bb8d2a750ccd0876be576f12f46ee28790f344a7ee9163231f87b

Observation b5871087-ae59-4c2c-af76-c76ded468a90 · outbound

This paper cites Multi-focus image fusion using singular value decomposition in dct domain,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion using singular value decomposition in dct domain,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.235650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.784145Z digest=sha256:81b7944fce6e1a2115a0bdb45794b90684a4cd15215306b480e9c12537ece2d6

Observation f00b9d7f-adcd-4551-838f-a95710601c1c · outbound

This paper cites Sesf- fuse: An unsupervised deep model for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Sesf- fuse: An unsupervised deep model for multi-focus image fusion,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.229557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.884006Z digest=sha256:27a4068b34f7bede2994dbf800ac6f787890d7a6d09dbaa18b3530a11323fe25

Observation 2b868ce3-6670-4518-b408-8098a09d3160 · outbound

This paper cites End-to-end learning for simultaneously generating decision map and multi-focus image fusion result,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion End-to-end learning for simultaneously generating decision map and multi-focus image fusion result,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.223508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:26.974558Z digest=sha256:e667a98674626c3a0430ebc574b882ab213ea6449e66a7430c5ba502baeb12d0

Observation b3c0cfc4-976a-4b2f-ad5c-fbfcc488c109 · outbound

This paper cites Mufusion: A general unsupervised image fusion network based on memory unit,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Mufusion: A general unsupervised image fusion network based on memory unit,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.217368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.051508Z digest=sha256:4003d51ffc1d01ad944efc4f855f8f90ca51c3bc316ca4f1a78f745b4196eb11

Observation 10f7fae7-b1c6-4690-bb2c-7730346779d7 · outbound

This paper cites Fusiondiff: Multi-focus image fusion using denoising diffusion probabilistic models,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Fusiondiff: Multi-focus image fusion using denoising diffusion probabilistic models,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:30.081634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.128738Z digest=sha256:8cb379b0189d447a1f5d4f80589223c96560674b2da667324de0a8b4f7bfebc7

Observation 5a531846-6ac7-4cc0-b418-06e8e30ac22c · outbound

This paper cites Multi-focus image fusion via interactive transformer and asymmetric soft sharing,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Multi-focus image fusion via interactive transformer and asymmetric soft sharing,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:29.811867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.224935Z digest=sha256:c96f98f21b2eafa70b0d23d8b2338a136bcf9b27e9e528a26c77c4bdb8661f83

Observation b9cfa346-86e3-4558-939c-d3b8abf44926 · outbound

This paper cites Sd- fuse: An image structure-driven model for multi-focus image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Sd- fuse: An image structure-driven model for multi-focus image fusion,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:29.449789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.310081Z digest=sha256:3001f39d856810b41165aa82c24bc81fc03c8c1d6bcc92070068c457becd4c74

Observation c06d874e-80f5-471a-8104-4153ca39bdff · outbound

This paper cites Comments on ‘infor- mation measure for performance of image fusion’,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Comments on ‘infor- mation measure for performance of image fusion’,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:29.191402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.387671Z digest=sha256:20805663053ba74f2827ed7f307c1e5f52cb0592261e0c5ed82a1e828a3b1a31

Observation 32be8889-ba79-4216-bb5a-c39bcd37f07e · outbound

This paper cites A nonlinear correlation measure for multivariable data set,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion A nonlinear correlation measure for multivariable data set,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:28.903319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.445643Z digest=sha256:72a4a603769aea1726eec7f15829af05092825ead5849145ed7535249926785a

Observation a264bed3-d49b-49b2-b628-e5e249169949 · outbound

This paper cites Objective image fusion performance measure,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Objective image fusion performance measure,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:28.617523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.534161Z digest=sha256:c75113e67ba52a220df951a4271c0985251b316dce0e66821517efc7dde5575a

Observation 775784ac-7250-4ff7-8ba2-c199ad2fca5f · outbound

This paper cites A novel similarity based quality metric for image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion A novel similarity based quality metric for image fusion,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:28.512505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.627489Z digest=sha256:9b8fc4e95243cd7899cb6648cfaf3c8ed5391b91230494cc6cba405cafa87880

Observation 92c5735a-a986-4d7c-9513-d8543419f6e1 · outbound

This paper cites A similarity metric for assessment of image fusion algorithms,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion A similarity metric for assessment of image fusion algorithms,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:28.337942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.718335Z digest=sha256:feefa3bc6b558e051d3f7fed7716f1a515a0b245909432cf9bd0286e2b4b9d06

Observation baef7261-b261-4c3a-8f11-047b2a40daee · outbound

This paper cites A new automated quality assessment algorithm for image fusion,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion A new automated quality assessment algorithm for image fusion,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:34:28.193365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T22:34:27.774567Z digest=sha256:6757b9353c0dbac712b5f01fb92337d58acc8f956e5e805e9dd9699ad42fe689

Observation 973155c7-9039-4359-9b41-d6d2abf81010 · outbound

This paper cites Rethinking the effectiveness of objective evaluation metrics in multi-focus image fusion: A statistic- based approach,.

Clarity Contrast and Similarity Selection for Multi-Focus Image Fusion Rethinking the effectiveness of objective evaluation metrics in multi-focus image fusion: A statistic- based approach,

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