Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T14:01:06.154467Z
Paper Citation Record · LEDGER
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration
As of 13 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2411.15740.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
50 of 50 outbound references displayed
- verified exact0
- verified fuzzy39
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c979d8ff-8d2f-4f82-a12b-39259baf12d5 · outbound
This paper cites A dynamic his- togram equalization for image contrast enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration A dynamic his- togram equalization for image contrast enhancement
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.691375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f4c1a59a-0496-4ac6-9075-a2bf27ccd4cf · outbound
This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration YOLOv4: Optimal Speed and Accuracy of Object Detection
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation 637355f9-44b0-4544-8e4f-78814577abf7 · outbound
This paper cites The fourier transform.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration The fourier transform
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.674889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 444f4e1c-1afe-4e2c-84d0-e74385197884 · outbound
This paper cites LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement
Reference 4
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64a15145-198e-40de-ba77-24e8ec5fd1e7 · outbound
This paper cites Learning photographic global tonal adjustment with a database of input/output image pairs.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Learning photographic global tonal adjustment with a database of input/output image pairs
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.658846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a067a5ea-7499-40c7-8daf-ab17945a309d · outbound
This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Retinexformer: One-stage retinex- based transformer for low-light image enhancement
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.628077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0960ea58-2d9b-4e2a-ab29-c873c18aadd0 · outbound
This paper cites Learning to see in the dark.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Learning to see in the dark
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.607888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dbb0682a-f0f1-4dc6-8a69-3b8f93563d18 · outbound
This paper cites Seeing motion in the dark.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Seeing motion in the dark
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.583996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 689242b0-8438-4242-a029-bf453b282ef9 · outbound
This paper cites Pre-trained image processing transformer.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Pre-trained image processing transformer
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.482575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c32a6b7a-cf5c-4a26-be05-7068ec5120b7 · outbound
This paper cites A simple and effective his- togram equalization approach to image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration A simple and effective his- togram equalization approach to image enhancement
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.465317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 868a9195-d552-4ea6-b23c-d1152523bdf4 · outbound
This paper cites A study and modifica- tion of the local histogram equalization algorithm.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration A study and modifica- tion of the local histogram equalization algorithm
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.379163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58f9b70c-3f53-4da5-a825-8fb33ab039b0 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 13
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8083d540-bbd1-42b5-bbc9-d24bb7b5f5a3 · outbound
This paper cites You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement
Reference 14
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce4fdf8a-5691-4f04-86e2-975fe5e24a3c · outbound
This paper cites A weighted variational model for simul- taneous reflectance and illumination estimation.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration A weighted variational model for simul- taneous reflectance and illumination estimation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.339330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5635d603-2a78-4ad7-bc87-f0bce0dbb595 · outbound
This paper cites Le-gan: Unsupervised low-light image enhancement network using attention module and identity invariant loss.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Le-gan: Unsupervised low-light image enhancement network using attention module and identity invariant loss
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.292343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 17eb1c97-8f44-482f-bdaf-05033edbccc9 · outbound
This paper cites Zero-reference deep curve estimation for low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Zero-reference deep curve estimation for low-light image enhancement
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.260281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 73609737-bda8-42c4-831a-05af8d487428 · outbound
This paper cites Lime: Low-light im- age enhancement via illumination map estimation.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Lime: Low-light im- age enhancement via illumination map estimation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.230241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7cad3396-1864-4817-a730-07baf8020bd6 · outbound
This paper cites International standards for color television.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration International standards for color television
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.206035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b3719989-a484-468a-bfa6-0aae5dac447d · outbound
This paper cites Squeeze-and-excitation net- works.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Squeeze-and-excitation net- works
Reference 20
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcb1c8ff-c99a-4f1e-b9eb-ee5dc5a71249 · outbound
This paper cites Efficient contrast enhancement using adaptive gamma cor- rection with weighting distribution.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Efficient contrast enhancement using adaptive gamma cor- rection with weighting distribution
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.161238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 906c2ce2-8f07-4b33-be92-c88a395b7087 · outbound
This paper cites Low-light image enhancement with wavelet-based diffusion models.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Low-light image enhancement with wavelet-based diffusion models
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.132667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6d3a5ea8-ab06-4b75-ae77-18e0a73e39d3 · outbound
This paper cites Enlightengan: Deep light enhancement without paired supervision.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Enlightengan: Deep light enhancement without paired supervision
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.107104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d7d376e1-6af1-450b-baa0-75e46523d0b1 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Adam: A Method for Stochastic Optimization
Reference 24
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 406428ea-c63b-40fb-b621-21cddd6acf25 · outbound
This paper cites an unresolved cited work.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:01:07.080444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1ac98ee0-b5b9-4b72-80a0-e1a4c8ab0eb9 · outbound
This paper cites Contrast en- hancement based on layered difference representation of 2d histograms.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Contrast en- hancement based on layered difference representation of 2d histograms
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.043193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 450fc10f-2fba-42a8-9b59-581f00136b35 · outbound
This paper cites Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:07.011456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e628083a-0806-4913-a7d1-ab57b937c0b0 · outbound
This paper cites Ll- net: A deep autoencoder approach to natural low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Ll- net: A deep autoencoder approach to natural low-light image enhancement
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.988584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 43aed9cd-a2ed-4d36-ae6e-1befcef9c217 · outbound
This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration SGDR: Stochastic Gradient Descent with Warm Restarts
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:01:05.922910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c489968-d1d2-47a1-a0e8-9eb4a59ac936 · outbound
This paper cites Fourier 9 priors-guided diffusion for zero-shot joint low-light enhance- ment and deblurring.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Fourier 9 priors-guided diffusion for zero-shot joint low-light enhance- ment and deblurring
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.963370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ccb97a5f-210e-4b67-8a90-1b5be1de98f6 · outbound
This paper cites Perceptual quality assessment for multi-exposure image fusion.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Perceptual quality assessment for multi-exposure image fusion
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.939130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e87ba753-83e4-4c52-8a76-d42fc08c6254 · outbound
This paper cites U- net: Convolutional networks for biomedical image segmen- tation.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration U- net: Convolutional networks for biomedical image segmen- tation
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:01:05.955288Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1237c4ea-a6bb-4958-ac99-e50cbaf436ec · outbound
This paper cites Image enhancement using local and global histogram equalization technique and their comparison.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Image enhancement using local and global histogram equalization technique and their comparison
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.892569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fc19c593-6597-4d57-927a-f0dd99bd190a · outbound
This paper cites Colorimetry-part 4: Cie 1976 l* a* b* colour space.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Colorimetry-part 4: Cie 1976 l* a* b* colour space
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.861799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 98b9d846-125d-4977-846d-728836015353 · outbound
This paper cites Attention is all you need.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Attention is all you need
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:01:05.981703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfd625df-6f06-4776-bb32-f4654dfa4b30 · outbound
This paper cites On the evaluation of illumination compensation algorithms.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration On the evaluation of illumination compensation algorithms
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.806516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e21a7b08-19d6-47f1-9095-c6aa3e33a2f1 · outbound
This paper cites Low-light image enhancement using generative adversarial networks.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Low-light image enhancement using generative adversarial networks
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.776397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c27b9d99-817d-4831-8c4c-d03cad548e5e · outbound
This paper cites Underexposed photo enhance- ment using deep illumination estimation.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Underexposed photo enhance- ment using deep illumination estimation
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.743010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 476459fe-986d-4a08-a6df-52822e393beb · outbound
This paper cites Seeing dynamic scene in the dark: A high-quality video dataset with mechatronic alignment.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Seeing dynamic scene in the dark: A high-quality video dataset with mechatronic alignment
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.709582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4f51fcaf-f0b4-4498-9c77-ec05f437549b · outbound
This paper cites Nat- uralness preserved enhancement algorithm for non-uniform illumination images.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Nat- uralness preserved enhancement algorithm for non-uniform illumination images
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.687167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a6d21a73-1828-4cea-a562-367bd3293dfc · outbound
This paper cites Gladnet: Low-light enhancement network with global awareness.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Gladnet: Low-light enhancement network with global awareness
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.662667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c0045e05-4712-4988-a52f-f28b42d866dc · outbound
This paper cites Deep Retinex Decomposition for Low-Light Enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Deep Retinex Decomposition for Low-Light Enhancement
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:01:06.086390Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 755cf1e2-9f44-4fec-807c-5a292a429a8e · outbound
This paper cites Cvt: Introduc- ing convolutions to vision transformers.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Cvt: Introduc- ing convolutions to vision transformers
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.640793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5bbb2be9-fa63-4829-bb61-7cdb8000d87c · outbound
This paper cites Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.615260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d0ca28a0-339e-4281-988c-4bdeeee198b9 · outbound
This paper cites Learning to restore low-light images via decomposition-and- enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Learning to restore low-light images via decomposition-and- enhancement
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.589503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cc3d98ed-12ef-4f59-a2f9-56db7bd2abf1 · outbound
This paper cites Snr-aware low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Snr-aware low-light image enhancement
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.562718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 07412afb-9f52-4408-ace6-cdc7bd739fac · outbound
This paper cites Band representation-based semi-supervised low- light image enhancement: Bridging the gap between signal fidelity and perceptual quality.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Band representation-based semi-supervised low- light image enhancement: Bridging the gap between signal fidelity and perceptual quality
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.542950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8e1bb33a-95d1-44ce-9585-424bfbd48fe8 · outbound
This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Sparse gradient regularized deep retinex network for robust low-light image enhancement
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.525185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 706b2234-21f8-404a-9fb4-02bcbe804d5d · outbound
This paper cites Dmfourllie: Dual-stage and multi-branch fourier network for low-light image enhancement.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Dmfourllie: Dual-stage and multi-branch fourier network for low-light image enhancement
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.505755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fddcd66e-ffc4-4519-874d-44752308384e · outbound
This paper cites Kindling the darkness: A practical low-light image enhancer.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Kindling the darkness: A practical low-light image enhancer
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.484013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5def7f4d-d466-4983-a2fe-0dcc8ea48d04 · outbound
This paper cites Led- net: Joint low-light enhancement and deblurring in the dark.
LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration Led- net: Joint low-light enhancement and deblurring in the dark
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:01:06.452336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
No inbound Pith citation observations are available.