Paper Citation Record · LEDGER

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels

As of 5 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2511.15496.

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

pith.paper-citation-record.v1
2511.15496 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T20:32:41.492849Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:46:42.634171Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T16:27:08.891879Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy47
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22f4f7b6-f47d-45bb-91c1-4c985f804710 · outbound

This paper cites Learning a deep single image contrast enhancer from multi-exposure images.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Learning a deep single image contrast enhancer from multi-exposure images

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.858850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 37cd87ef-9adc-4e6c-b86b-7bd1bd3742a2 · outbound

This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Retinexformer: One-stage retinex- based transformer for low-light image enhancement

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.864781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 62b14301-e8a2-47f9-b691-28d45a2936a7 · outbound

This paper cites Learning to see in the dark.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Learning to see in the dark

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.861663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a4bde113-d90c-4b76-ab70-ecf2f321a7fc · outbound

This paper cites Darkir: Robust low-light image restoration.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Darkir: Robust low-light image restoration

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.867613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1739200a-f940-41ee-a301-85a1f11a3648 · outbound

This paper cites Dancing in the dark: A benchmark towards general low-light video enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Dancing in the dark: A benchmark towards general low-light video enhancement

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.792939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2a34d64d-f3af-4e4d-b3a3-777c568a78bf · outbound

This paper cites A weighted variational model for simultane- ous reflectance and illumination estimation.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels A weighted variational model for simultane- ous reflectance and illumination estimation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.852865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 86804af9-f2e3-4f0f-8899-eb3789d47bf0 · outbound

This paper cites Zero-reference deep curve estimation for low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Zero-reference deep curve estimation for low-light image enhancement

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.771775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 39de3c05-a6cf-400e-a759-66800e601aab · outbound

This paper cites Lime: Low-light im- age enhancement via illumination map estimation.IEEE TIP, 26(2):982–993.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Lime: Low-light im- age enhancement via illumination map estimation.IEEE TIP, 26(2):982–993

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.743145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e50932a4-74cf-4b2d-ad97-e3ed4d0aa8b2 · outbound

This paper cites R2rnet: Low-light image enhancement via real-low to real-normal network.Jour- nal of Visual Communication and Image Representation, 90: 103712.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels R2rnet: Low-light image enhancement via real-low to real-normal network.Jour- nal of Visual Communication and Image Representation, 90: 103712

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.737640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b631801d-330e-40af-b532-7e2902bb51d2 · outbound

This paper cites Multiscale sliced wasserstein distances as perceptual color difference measures.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Multiscale sliced wasserstein distances as perceptual color difference measures

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.758494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61efeebe-9c73-45bd-a115-bfff40afb972 · outbound

This paper cites Dslr-quality photos on mobile devices with deep convolutional networks.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Dslr-quality photos on mobile devices with deep convolutional networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.766779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 745bf641-1bde-4a0c-918a-d4ded13678a8 · outbound

This paper cites Enlightengan: Deep light enhancement without paired supervision.IEEE TIP, 30:2340–2349.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Enlightengan: Deep light enhancement without paired supervision.IEEE TIP, 30:2340–2349

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.781896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9220c92b-69df-4dd4-9835-e175fb58d155 · outbound

This paper cites The retinex.American Scientist, 52(2):247– 264.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels The retinex.American Scientist, 52(2):247– 264

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.755888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation df948097-5e19-4c39-9303-0ad960d28b69 · outbound

This paper cites Contrast en- hancement based on layered difference representation.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Contrast en- hancement based on layered difference representation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.751021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9bbb7a0f-d373-43d5-bd13-62fa70f612d8 · outbound

This paper cites Low-light image and video enhancement using deep learning: A sur- vey.IEEE TPAMI, 44(12):9396–9416.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Low-light image and video enhancement using deep learning: A sur- vey.IEEE TPAMI, 44(12):9396–9416

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.748594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c35b902b-7e8a-49a0-8ecf-c30c2303ac77 · outbound

This paper cites Gt-mean loss: A simple yet effective solution for brightness mismatch in low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Gt-mean loss: A simple yet effective solution for brightness mismatch in low-light image enhancement

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.740062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 87e6b521-3467-4b79-85e0-0faa3c4cae39 · outbound

This paper cites Benchmarking low-light image enhance- ment and beyond.IJCV, 129:1153–1184.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Benchmarking low-light image enhance- ment and beyond.IJCV, 129:1153–1184

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.745783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7e022479-75dc-48ee-9d85-0c3a4f457eb4 · outbound

This paper cites Toward fast, flexible, and robust low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Toward fast, flexible, and robust low-light image enhancement

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.769400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a1f2379a-a637-49c1-a921-399350159df9 · outbound

This paper cites A topological loss function for image denoising on a new bvi-lowlight dataset.Signal Processing, 211:109081.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels A topological loss function for image denoising on a new bvi-lowlight dataset.Signal Processing, 211:109081

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.796085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6a778d5f-fb22-4308-b611-f60ed14dc54e · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.IEEE TIP, 21(12):4695–4708.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels No-reference image quality assessment in the spa- tial domain.IEEE TIP, 21(12):4695–4708

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.855895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3b68a88e-f370-4143-b7e0-cfef0bb46ef3 · outbound

This paper cites completely blind.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels completely blind

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.843736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 77ed6353-74b4-453d-94e5-fac454a07ab4 · outbound

This paper cites Multi-scale retinex for color image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Multi-scale retinex for color image enhancement

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.837414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8a03201a-50a7-4d85-8982-79799f56bc39 · outbound

This paper cites Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.840635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a1f1464-1954-4acb-926d-6bb20526c135 · outbound

This paper cites Promptnorm: Image ge- ometry guides ambient light normalization.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Promptnorm: Image ge- ometry guides ambient light normalization

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.827834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fd4eb953-9aa7-41ac-a78b-1a655ba7c921 · outbound

This paper cites Survey of methods and evaluation of retinex-inspired image enhancers.J.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Survey of methods and evaluation of retinex-inspired image enhancers.J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.824977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 558c49c5-79f7-4379-b2b9-6a7f8a8d1985 · outbound

This paper cites Tm-died: The most difficult image en- hancement dataset, Accessed 10/2025.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Tm-died: The most difficult image en- hancement dataset, Accessed 10/2025

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.834100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 09465c74-c689-481b-9724-68bcaa23d0a2 · outbound

This paper cites A biologically in- spired scale-space for illumination invariant feature detec- tion.Meas.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels A biologically in- spired scale-space for illumination invariant feature detec- tion.Meas

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.830948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f2ef9fa7-a42a-46fa-bc31-83d0a72a0b5f · outbound

This paper cites Fourllie: Boosting low-light image enhancement by fourier frequency informa- tion.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Fourllie: Boosting low-light image enhancement by fourier frequency informa- tion

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.846622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 85ee7ec9-ac10-4ebd-b1af-51075dbf03ea · outbound

This paper cites Underexposed photo enhance- ment using deep illumination estimation.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Underexposed photo enhance- ment using deep illumination estimation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.816044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a00222ae-8bc5-4be7-bdf3-39a7da133945 · outbound

This paper cites Seeing dynamic scene in the dark: High- quality video dataset with mechatronic alignment.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Seeing dynamic scene in the dark: High- quality video dataset with mechatronic alignment

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.813034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 228d2661-36a1-4d08-903a-a0326d2f6614 · outbound

This paper cites Nat- uralness preserved enhancement algorithm for non-uniform illumination images.IEEE TIP, 22(9):3538–3548.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Nat- uralness preserved enhancement algorithm for non-uniform illumination images.IEEE TIP, 22(9):3538–3548

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.807343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 91016f4b-ef99-40b8-a807-1991be613e87 · outbound

This paper cites Ultra-high-definition low-light image enhancement: A benchmark and transformer-based method.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Ultra-high-definition low-light image enhancement: A benchmark and transformer-based method

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.810109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 84624403-c07d-4116-a4ac-978c30e41b8c · outbound

This paper cites Deep retinex decomposition for low-light enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Deep retinex decomposition for low-light enhancement

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.822069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ea356d2e-d41f-4e3d-a995-373f1ae2b497 · outbound

This paper cites Gladnet: Low-light enhancement network with global awareness.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Gladnet: Low-light enhancement network with global awareness

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.819085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f9a7c990-a2d6-4390-a7f1-1f94f8d6fb07 · outbound

This paper cites Deep retinex decomposition for low-light enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Deep retinex decomposition for low-light enhancement

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.779354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 92c29cc1-00f6-428b-b1a2-26e31ef8bb35 · outbound

This paper cites Hvi: A new color space for low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Hvi: A new color space for low-light image enhancement

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.784352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dd51ec6c-a0ec-48b4-a84c-2daa9b842073 · outbound

This paper cites From fidelity to perceptual quality: A semi- supervised approach for low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels From fidelity to perceptual quality: A semi- supervised approach for low-light image enhancement

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.801188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 06c9db21-2608-4077-aad9-1c3e804fea6b · outbound

This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.IEEE TIP, 30:2072–2086.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Sparse gradient regularized deep retinex network for robust low-light image enhancement.IEEE TIP, 30:2072–2086

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.849887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d8148e4-a1d6-4b97-a1c5-66eb0cb5a001 · outbound

This paper cites Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.774391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 17599e47-65ea-4af7-bd6d-d48eb23325f6 · outbound

This paper cites Learning enriched features for real image restoration and enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Learning enriched features for real image restoration and enhancement

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.804005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4dd72393-e77e-4a6c-ab88-5faf4199cba8 · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Restormer: Efficient transformer for high-resolution image restoration

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.798453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0d4c5cb1-bf91-4310-a5bb-69137998b605 · outbound

This paper cites Benchmarking ultra-high-definition image super-resolution.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Benchmarking ultra-high-definition image super-resolution

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.760894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 827c527a-cf9e-4146-814b-d2f13d44cda7 · outbound

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

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels The unreasonable effectiveness of deep features as a perceptual metric

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.763903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3bc30b45-032c-43df-bde0-f161129a9768 · outbound

This paper cites Kindling the darkness: A practical low-light image enhancer.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Kindling the darkness: A practical low-light image enhancer

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.776841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ca6a9487-eff8-4ffd-95f4-9f8816c459c9 · outbound

This paper cites Beyond brightening low-light images.IJCV, 129(4): 1013–1037.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Beyond brightening low-light images.IJCV, 129(4): 1013–1037

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.753661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 58b9dece-5373-47fd-a71b-804df6bef1b5 · outbound

This paper cites Pyramid diffusion models for low-light image enhancement.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Pyramid diffusion models for low-light image enhancement

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.787494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f03a772-54db-4501-bb67-df7b880715ae · outbound

This paper cites Led- net: Joint low-light enhancement and deblurring in the dark.

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Led- net: Joint low-light enhancement and deblurring in the dark

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:35:13.790199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation b63bffbd-952a-40db-a109-aebe4ecffe28 · inbound

Lighting-Aware Representation Learning under Controllable Lighting Variation cites this paper.

Lighting-Aware Representation Learning under Controllable Lighting Variation Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels

Reference 87

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:27:08.893392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.