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Paper Citation Record · LEDGER

A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.08540.

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

pith.paper-citation-record.v1
2502.08540 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:11:26.293988Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T19:08:54.190548Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5c81be46-0439-4abd-a6fb-49b6c46a2594 · inbound

Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality cites this paper.

Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T14:11:26.293988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:11:26.293988Z digest=sha256:1eb24b3d37fdd42809a65ddb7c90dc966a73d0eff70b84b80e8d570a90ad2d8d

Observation cf8c062d-f04d-4bbb-93a7-d81c2d50e620 · inbound

Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings cites this paper.

Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T11:20:56.834104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:20:56.834104Z digest=sha256:a4c3395dd93d0fffeaeb97da3a4b82e9f72428e5155be634d8411bd039bc8529

Observation 11bcfe5e-b6ed-407a-b71c-300fe70dffeb · inbound

A Causally Grounded Taxonomy for Image Degradation Robustness Evaluation cites this paper.

A Causally Grounded Taxonomy for Image Degradation Robustness Evaluation A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-20T19:08:54.191988Z

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=2026-05-20T19:07:01.263390Z digest=sha256:16a6cdbfb0958f37eade4b23f08eade92843f664c871b11a3f26c1e45f1a336c