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Paper Citation Record · LEDGER

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space

As of 20 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.18160.

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

pith.paper-citation-record.v1
2412.18160 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:02:37.126748Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

43 of 43 outbound references displayed

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External citation measurements

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Outbound references

Observation 41b2b043-8c73-4c21-87de-2e32199d7870 · outbound

This paper cites Full-reference image quality expression via genetic programming.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Full-reference image quality expression via genetic programming

Reference 1

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Observation fc221444-1d81-443a-a162-d68f93318756 · outbound

This paper cites Deep neural net- works for no-reference and full-reference image quality as- sessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Deep neural net- works for no-reference and full-reference image quality as- sessment

Reference 2

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Observation 5260c689-810b-4695-a055-d87abe729a0f · outbound

This paper cites Incorporating semi-supervised and positive- unlabeled learning for boosting full reference image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Incorporating semi-supervised and positive- unlabeled learning for boosting full reference image quality assessment

Reference 3

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Observation 3aeeecc1-3535-4395-a2b9-66857a6a252d · outbound

This paper cites Topiq: A top-down approach from semantics to distortions for image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Topiq: A top-down approach from semantics to distortions for image quality assessment

Reference 4

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Observation a57a85fe-c7cb-4265-be35-2b9b820aaf5c · outbound

This paper cites Perceptual image quality assessment with trans- formers.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Perceptual image quality assessment with trans- formers

Reference 6

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Observation f5b03b7a-022c-4fd2-992b-134629628a4b · outbound

This paper cites Pearson correlation coefficient.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Pearson correlation coefficient

Reference 7

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Source-reported events for the cited work

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Observation 44c11a4e-819a-4432-80b2-c769e1074786 · outbound

This paper cites Projected distribution loss for image enhancement.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Projected distribution loss for image enhancement

Reference 8

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Source-reported events for the cited work

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Observation 84188d24-d4a4-4491-926d-0d26b08713e2 · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Image quality assessment: Unifying structure and texture similarity

Reference 9

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Source-reported events for the cited work

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Observation 8e47cb81-f7b5-4035-ab01-6e8a796be6db · outbound

This paper cites Locally adaptive structure and texture similarity for image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Locally adaptive structure and texture similarity for image quality assessment

Reference 10

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Observation 81199873-963e-4788-b53a-c021ec462d24 · outbound

This paper cites Comparison of full-reference image quality models for opti- mization of image processing systems.International Journal of Computer Vision, 129(4):1258–1281, 2021.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Comparison of full-reference image quality models for opti- mization of image processing systems.International Journal of Computer Vision, 129(4):1258–1281, 2021

Reference 11

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Observation 563473c5-81a9-4272-80c0-30c885fdc07f · outbound

This paper cites Egb: Image quality assessment based on ensemble of gradient boosting.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Egb: Image quality assessment based on ensemble of gradient boosting

Reference 12

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Observation d1c02a5e-8199-4987-ac3e-9f3ddeb0085c · outbound

This paper cites Deep residual learning for image recognition.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Deep residual learning for image recognition

Reference 13

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Source-reported events for the cited work

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Observation 7efc4d0e-80be-4f35-892b-7452a57dfe77 · outbound

This paper cites Brain-inspired image perceptual quality assessment based on eeg: A qoe perspective.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Brain-inspired image perceptual quality assessment based on eeg: A qoe perspective

Reference 14

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Source-reported events for the cited work

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Observation ac8cbd1b-12d8-4e2e-b47d-8a2e19351c27 · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Musiq: Multi-scale image quality transformer

Reference 15

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Observation 8aa9ef27-0b2a-40cb-abc7-82a5165b117e · outbound

This paper cites Deep learning of human visual sensitivity in image quality assessment framework.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Deep learning of human visual sensitivity in image quality assessment framework

Reference 16

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Source-reported events for the cited work

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Observation f4a95a56-1cd2-48f6-822c-8a5078f1c79d · outbound

This paper cites Dynamic receptive field generation for full-reference image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Dynamic receptive field generation for full-reference image quality assessment

Reference 17

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Observation 6bd7a527-1b0a-4a08-8d13-02a7763df5d0 · outbound

This paper cites Attentions help cnns see better: Attention-based hybrid image quality assessment network.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Attentions help cnns see better: Attention-based hybrid image quality assessment network

Reference 18

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Source-reported events for the cited work

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Observation 4cca6a11-d659-4b39-b439-e16ac97cdfee · outbound

This paper cites Perceptual image quality assessment us- ing a normalized laplacian pyramid.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Perceptual image quality assessment us- ing a normalized laplacian pyramid

Reference 19

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Source-reported events for the cited work

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Observation 5e115f0f-4e0f-4a4e-a651-28ffd85e1794 · outbound

This paper cites Most apparent distortion: full-reference image quality assessment and the role of strategy.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Most apparent distortion: full-reference image quality assessment and the role of strategy

Reference 20

Resolution
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Source-reported events for the cited work

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Observation 5db0d109-ea48-4bc0-86b0-2540ac9fcae6 · outbound

This paper cites Deepwsd: Projecting degradations in perceptual space to wasserstein distance in deep feature space.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Deepwsd: Projecting degradations in perceptual space to wasserstein distance in deep feature space

Reference 21

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Source-reported events for the cited work

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Observation a353f76d-61ea-4ffc-8476-b41c82a22b90 · outbound

This paper cites Image quality assessment: Measuring per- ceptual degradation via distribution measures in deep feature spaces.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Image quality assessment: Measuring per- ceptual degradation via distribution measures in deep feature spaces

Reference 22

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Source-reported events for the cited work

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Observation f6a42a48-1ed2-4129-b94e-571120a317a0 · outbound

This paper cites Kadid-10k: A large-scale artificially distorted iqa database.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Kadid-10k: A large-scale artificially distorted iqa database

Reference 23

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Source-reported events for the cited work

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Observation 4983b4b1-578c-48d4-ae98-317ebadfe27e · outbound

This paper cites DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning

Reference 24

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Observation 770409ab-8fc0-4827-b96c-a29c4fd290f1 · outbound

This paper cites Swiniqa: Learned swin distance for compressed im- age quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Swiniqa: Learned swin distance for compressed im- age quality assessment

Reference 25

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Source-reported events for the cited work

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Observation 19d98c65-9918-4d3d-87b4-3e49ea22e68b · outbound

This paper cites Perceptual reduced-reference visual qual- ity assessment for contrast alteration.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Perceptual reduced-reference visual qual- ity assessment for contrast alteration

Reference 26

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Source-reported events for the cited work

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Observation 8230bf9a-fcf5-45d8-8024-3ab28ccc22a0 · outbound

This paper cites Clib-fiqa: Face image quality assessment with confidence calibration.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Clib-fiqa: Face image quality assessment with confidence calibration

Reference 27

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Observation a8e1c373-837c-40ec-a8ef-175c4101ee68 · outbound

This paper cites Color image database tid2013: Peculiarities and preliminary re- sults.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Color image database tid2013: Peculiarities and preliminary re- sults

Reference 28

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Observation ff1d24e8-01d4-4675-8889-232ec9517258 · outbound

This paper cites Pieapp: Perceptual image-error assessment through pairwise preference.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Pieapp: Perceptual image-error assessment through pairwise preference

Reference 29

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Observation 4534e269-311d-48ad-9325-52557b652c3c · outbound

This paper cites Critical values for spearman’s rank order correlation.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Critical values for spearman’s rank order correlation

Reference 30

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Source-reported events for the cited work

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Observation 91782da4-99fe-434e-b395-f303b014ae1c · outbound

This paper cites A novel just-noticeable-difference-based saliency-channel attention residual network for full-reference image quality predictions.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space A novel just-noticeable-difference-based saliency-channel attention residual network for full-reference image quality predictions

Reference 31

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Source-reported events for the cited work

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Observation b23cc9cf-b210-4f50-a6c4-7677b6de9a05 · outbound

This paper cites A statistical evaluation of recent full reference image quality assessment algorithms.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space A statistical evaluation of recent full reference image quality assessment algorithms

Reference 32

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Source-reported events for the cited work

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Observation 87e0a353-6fe3-40f8-ba41-e15b953ed88b · outbound

This paper cites Graph-represented distribution similarity index for full-reference image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Graph-represented distribution similarity index for full-reference image quality assessment

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 9b7acf36-88b8-4fc2-8ac5-39fedc13d454 · outbound

This paper cites Region-adaptive deformable network for image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Region-adaptive deformable network for image quality assessment

Reference 34

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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 2026-08-20T06:33:59.587034+00:00.

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Observation 12addd81-e57f-4ef9-a6b7-ad958c35f9e2 · outbound

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

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T05:02:37.076008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:02:37.076008Z digest=sha256:f38208b04c86611c61e879715c18aa381f5bc155a7cb4f4b61a9dec4c5760376

Observation 19400ee8-9173-41fc-a81c-fa082ef2c312 · outbound

This paper cites Unifying dual- attention and siamese transformer network for full-reference image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Unifying dual- attention and siamese transformer network for full-reference image quality assessment

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.390808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b6070b6f-f956-4558-a0de-0ba2baf9656f · outbound

This paper cites Reduced-reference im- age quality assessment using a wavelet-domain natural im- age statistic model.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Reduced-reference im- age quality assessment using a wavelet-domain natural im- age statistic model

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.371260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.088862Z digest=sha256:ec3d96dfa3d77912499640d6a89eb0873b71de7371712971ac09775aee800577

Observation a32fdf30-009e-44cb-9e64-258bde4fd8f5 · outbound

This paper cites Mul- tiscale structural similarity for image quality assessment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Mul- tiscale structural similarity for image quality assessment

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.348374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f33e5572-18db-48dc-87b0-a3192461e2b1 · outbound

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

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Image quality assessment: from error visibility to structural similarity

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.323134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.101483Z digest=sha256:832bed2cd53023bb2e077b5bc1df8af4ebfb5cdcd3177df90941d865d96df337

Observation 62df96b3-6fc4-4ddb-8043-bc00665dd4ec · outbound

This paper cites Reduced-reference image quality assessment with visual in- formation fidelity.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Reduced-reference image quality assessment with visual in- formation fidelity

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.300794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.107245Z digest=sha256:9c44a3ff83d7a817a6c8be1dfda99a379068a668a27e5486ad1c5f87d1ff6c95

Observation 617e5ec0-49b4-4cb0-bfd9-cabc6a5329d4 · outbound

This paper cites Gradient magnitude similarity deviation: A highly efficient perceptual image quality index.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Gradient magnitude similarity deviation: A highly efficient perceptual image quality index

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.276572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.112592Z digest=sha256:7b905de67e2d79702061c635e6ac84c1d6d2bd9198a319a74627389a173c10b1

Observation 568ba6a0-b5a2-4e91-8bce-ff020df4f152 · outbound

This paper cites Fsim: A feature similarity index for image quality assess- ment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Fsim: A feature similarity index for image quality assess- ment

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.253679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.117754Z digest=sha256:49e0f75aacb042286e14e44678600c36774ec2c816654d16c72d2c057a538f77

Observation d56f6aea-bf93-4510-a827-7f07261108b6 · outbound

This paper cites Vsi: A visual saliency-induced index for perceptual image quality assess- ment.

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space Vsi: A visual saliency-induced index for perceptual image quality assess- ment

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.232068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.122233Z digest=sha256:a12941e0b9b9c0723d1d8812d9b6a5bf18939569d2cce9c95b3d354bca5eb0ec

Observation f168f5f6-7a2b-4551-b698-24ed0d63ecab · outbound

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

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space The unreasonable effectiveness of deep features as a perceptual metric

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:02:37.212316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T05:02:37.126748Z digest=sha256:33259b66a62dc9641f5f21fdab949ef830dc057fc0aff4a670035c99a02b5540

Pith citing papers

No inbound Pith citation observations are available.