Paper Citation Record · LEDGER

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2509.01373.

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

pith.paper-citation-record.v1
2509.01373 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:43:29.589628Z

measured 46 of 46 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:34:21.141423Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T08:32:52.045322Z

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy8
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d253e4c2-7bd4-42c5-855c-3e42af1580ad · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T12:43:24.725341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44faf361-b1aa-4622-9fd0-3ce57379f1b2 · outbound

This paper cites write newline.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T12:43:24.827312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23cc784-0d26-484c-bc8d-63618fc89186 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:40.173680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac952f11-1e0a-49c2-bae7-4e92d499d90c · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:39.890820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8b66fe4-eda5-445b-a05b-897ef9e84f32 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:39.671752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 143c5cd4-07ed-4156-8feb-19968aab45a2 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:39.443718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed03c901-43b7-4f8d-b4b5-542f9145d5fc · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:39.247868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 314500d7-a88e-4251-b9d4-72dc21c27f6a · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:38.999677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7a95f12-7662-4971-8f3c-2fdb1c6ca7dc · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:38.829652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e939c89a-1321-440f-a590-47cbbb4d39c0 · outbound

This paper cites C.; Hou, J.; Kwong, S.; and Cong, R.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework C.; Hou, J.; Kwong, S.; and Cong, R

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:38.567895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3920d235-6e86-4fe9-b0f9-67299a1ffaca · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:38.324942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48dcf7cc-c6e9-4163-b3ef-e24b46a05810 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:38.123237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9313db90-827a-4aa1-916e-1dcbbf443e7a · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:37.887786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1695d01-987f-4f8d-8911-7789163b10dd · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:37.677469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4156ce33-ad85-4c6b-86e1-e1c8bf43f8b8 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:37.392530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf739afb-070c-4209-8768-e5752319b130 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:37.065992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65704c0c-4267-423d-810f-965afde497ca · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:36.802702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4badd821-4629-43b9-a7a8-a92f0fbba12b · outbound

This paper cites P.; and Chan, C.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework P.; and Chan, C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:36.465403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1dd8e3ba-233f-4355-b64c-63aa7f199bdb · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:36.115772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ce9fdaa-c846-4922-8e6b-c8266af64b13 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:35.841103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b08fd49-d1a3-4aa7-ab54-a8cefd2e0042 · outbound

This paper cites K.; and Bovik, A.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework K.; and Bovik, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:35.566989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b08fb58a-498c-4f06-a737-06065260da5c · outbound

This paper cites Completely Blind.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Completely Blind

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:35.304938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1c5e316-dcd6-4a4f-9582-36752ddda4b3 · outbound

This paper cites A.; Zhang, R.; and Zhu, J.-Y.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework A.; Zhang, R.; and Zhu, J.-Y

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:35.034816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44c064a0-8162-4d90-b9e8-6994da11bd7a · outbound

This paper cites M.; Amburn, E.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework M.; Amburn, E

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:34.736922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dd0d9da7-1c7e-4cf8-98c4-ec4e8c4a5725 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:34.490744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f68d09ac-9010-44d3-ab4b-49620ac1a8c7 · outbound

This paper cites G.; Zhu, M.; Zhmoginov, A.; and Chen, L.-C.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework G.; Zhu, M.; Zhmoginov, A.; and Chen, L.-C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:34.237910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c957b98-66fc-4b35-9f9f-f620dd4e34d5 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:33.966844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0b41a2bb-8632-4b19-ab85-8315851392b8 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:33.666392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd3e8405-2436-4c5b-b00c-5a2c843a37e9 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:33.398078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46e236c5-0080-4921-bb75-d97bcdd97532 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:33.115507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93ea8ebf-614f-47b7-8212-a8a44d7b6c42 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:32.855895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3adba18e-e224-41cf-846a-cd2479511567 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:32.672107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49013e98-5227-4e1d-8808-89ed69f95cec · outbound

This paper cites C.; Sheikh, H.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework C.; Sheikh, H

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:43:32.487544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5ac2ea9-fd85-4d71-a548-fad95cb375c3 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:32.289489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8c75739-abd7-45d9-9d9a-4104dd9f7d92 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:32.024577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6636855e-37d4-487b-b44b-2ae5d14de7c7 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:31.735951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1ae71d2-6c9b-4758-a00b-c1ac2d9bbbb2 · outbound

This paper cites HVI: A New Color Space for Low-light Image Enhancement.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework HVI: A New Color Space for Low-light Image Enhancement

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:43:29.826767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 562e6241-a1d8-404b-ad1f-5d9de1bfa15e · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:31.518396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d03db1a-0460-4d65-80f8-7632c82d0473 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:31.264177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ab03abf-e3db-4d09-807e-1f66fe08cd33 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:31.005488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a642ae0-0eb2-48b3-9f91-a838550ffb3c · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:30.757236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0024ffbc-a3a2-4bad-85e4-530bce4cd0d6 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:30.487856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ff221f1-2b73-4722-a8da-d878b7f987b6 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:30.305420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c33172b7-51dd-4d66-8ab7-064bd23eff89 · outbound

This paper cites an unresolved cited work.

Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:43:30.052427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 32bb1346-f011-4c09-b607-ff32068616f8 · inbound

AeroDeshadow: Physics-Guided Shadow Synthesis and Penumbra-Aware Deshadowing for Aerospace Imagery cites this paper.

AeroDeshadow: Physics-Guided Shadow Synthesis and Penumbra-Aware Deshadowing for Aerospace Imagery Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:32:52.046898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6e8f49ab-cd25-499a-9cda-22624039497f · inbound

Overcoming Attention Drift: Homogeneity-Heterogeneity Guided Feature Aggregation for Low-Light Remote Sensing Image Enhancement cites this paper.

Overcoming Attention Drift: Homogeneity-Heterogeneity Guided Feature Aggregation for Low-Light Remote Sensing Image Enhancement Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T22:34:21.141423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.