Research graph
References from RNE Net: Regional noise excitation network for low-light image enhancement. Local targets link to admitted publications; unresolved targets remain external evidence.
Multi-stage progressive change detection on high resolution remote sensing imagery
10.1016/j.isprsjprs.2023.11.023 · 2024 · External reference
Unresolved reference
External reference
SIANet: self-calibrating iterative attention network for low-light image enhancement
10.1016/j.optlastec.2026.115048 · 2026 · External reference
Exposure difference network for low-light image enhancement
10.1016/j.patcog.2024.110796 · 2024 · External reference
Differentiable histogram-guided unsupervised retinex enhancement for paired low-light images
2026 · External reference
Learning to enhance low-light image via zero-reference deep curve estimation
10.1109/tits.2020.3042973 · 2022 · External reference
Low-light image enhancement via structure modeling and guidance
2023 · External reference
Multi-frequency feature collaborative network for low-light image enhancement
10.1016/j.optlastec.2025.114510 · 2026 · External reference
Retinexformer: one-stage retinex-based transformer for low-light image enhancement
2023 · External reference
Unveiling advanced frequency disentanglement paradigm for low-light image enhancement
2024 · External reference
HVI: a new color space for low-light image enhancement
2025 · External reference
Hazelightformer: joint transformer model for image dehazing and low-light restoration
10.1016/j.optlastec.2025.114175 · 2026 · External reference
Low illumination color image enhancement based on gabor filtering and retinex theory
10.1007/s11042-021-10607-7 · 2021 · External reference
Enhancement of low visibility aerial images using histogram truncation and an explicit retinex representation for balancing contrast and color consistency
10.1016/j.isprsjprs.2017.02.016 · 2017 · External reference
A retinex-based variational model for enhancement and restoration of low-contrast remote-sensed images corrupted by shot noise
10.1109/jstars.2020.2975044 · 2020 · External reference
Structure-revealing low-light image enhancement via robust retinex model
10.1109/tip.2018.2810539 · 2018 · External reference
Low-illumination image enhancement using local gradient relative deviation for retinex models
10.3390/rs15174327 · 2023 · External reference
ILENet: illumination-modulated laplacian-pyramid enhancement network for low-light object detection
10.1016/j.eswa.2025.126504 · 2025 · External reference
TANet: transmission and atmospheric light driven enhancement of underwater images
10.1016/j.eswa.2023.122693 · 2024 · External reference
Learning with nested scene modeling and cooperative architecture search for low-light vision
2022 · External reference
URetinex-Net: retinex-based deep unfolding network for low-light image enhancement
2022 · External reference
Resfusion: denoising diffusion probabilistic models for image restoration based on prior residual noise
2024 · External reference
Low-light image enhancement with wavelet-based diffusion models
2023 · External reference
Low-light image enhancement via clip-Fourier guided wavelet diffusion
10.1145/3764933 · 2025 · External reference
MBLLEN: low-light image/video enhancement using CNNs
2018 · External reference
Multi-scale long-and short-range structure aggregation learning for low-illumination remote sensing imagery enhancement
10.3390/rs17020242 · 2025 · External reference
FourLLIE: boosting low-light image enhancement by Fourier frequency information
2023 · External reference
Diff-retinex++: retinex-driven reinforced diffusion model for low-light image enhancement
10.1109/tpami.2025.3563612 · 2025 · External reference
KAN see in the dark
10.1109/lsp.2025.3540700 · 2025 · External reference
Optimizing a 4D lookup table for low-light video enhancement via wavelet priori
10.1109/tmm.2026.3651020 · 2026 · External reference
Positive-incentive noise
10.1109/tnnls.2022.3224577 · 2022 · External reference
Variational positive-incentive noise: how noise benefits models
10.1109/tpami.2025.3575295 · 2025 · External reference
NEFTune: noisy embeddings improve instruction finetuning
2024 · External reference
Scope of validity of PSNR in image/video quality assessment
10.1049/el:20080522 · 2008 · External reference
Image quality assessment: from error visibility to structural similarity
10.1109/tip.2003.819861 · 2004 · External reference
Sparse gradient regularized deep retinex network for robust low-light image enhancement
10.1109/tip.2021.3050850 · 2021 · External reference
R2RNet: low-light image enhancement via real-low to real-normal network
10.1016/j.jvcir.2022.103712 · 2023 · External reference
Beyond brightening low-light images
10.1007/s11263-020-01407-x · 2021 · External reference
Deep Fourier-based exposure correction network with spatial-frequency interaction
2022 · External reference
Learning hierarchical dynamics with spatial adjacency for image enhancement
2022 · External reference
Low-light image enhancement via breaking down the darkness
10.1007/s11263-022-01667-9 · 2023 · External reference
Unresolved reference
External reference
SNR-aware low-light image enhancement
2022 · External reference
Learning enriched features for real image restoration and enhancement
2020 · External reference
DMFourLLIE: dual-stage and multi-branch Fourier network for low-light image enhancement
2024 · External reference
CWNet: causal wavelet network for low-light image enhancement
2025 · External reference
Unresolved reference
External reference
Ultra-high-definition low-light image enhancement: a benchmark and transformer-based method
2023 · External reference
LLDiffusion: learning degradation representations in diffusion models for low-light image enhancement
10.1016/j.patcog.2025.111628 · 2025 · External reference
Getting to know low-light images with the exclusively dark dataset
10.1016/j.cviu.2018.10.010 · 2019 · External reference
Making a “completely blind” image quality analyzer
10.1109/lsp.2012.2227726 · 2013 · External reference
Blind image quality evaluation using perception based features
2015 · External reference
Low illumination color image enhancement based on gabor filtering and retinex theory
10.1007/s11042-021-10607-7 · ExternalCitation · doi-reference
Beyond brightening low-light images
10.1007/s11263-020-01407-x · ExternalCitation · doi-reference
Low-light image enhancement via breaking down the darkness
10.1007/s11263-022-01667-9 · ExternalCitation · doi-reference
Getting to know low-light images with the exclusively dark dataset
10.1016/j.cviu.2018.10.010 · ExternalCitation · doi-reference
TANet: transmission and atmospheric light driven enhancement of underwater images
10.1016/j.eswa.2023.122693 · ExternalCitation · doi-reference
ILENet: illumination-modulated laplacian-pyramid enhancement network for low-light object detection
10.1016/j.eswa.2025.126504 · ExternalCitation · doi-reference
Enhancement of low visibility aerial images using histogram truncation and an explicit retinex representation for balancing contrast and color consistency
10.1016/j.isprsjprs.2017.02.016 · ExternalCitation · doi-reference
Multi-stage progressive change detection on high resolution remote sensing imagery
10.1016/j.isprsjprs.2023.11.023 · ExternalCitation · doi-reference
R2RNet: low-light image enhancement via real-low to real-normal network
10.1016/j.jvcir.2022.103712 · ExternalCitation · doi-reference
Hazelightformer: joint transformer model for image dehazing and low-light restoration
10.1016/j.optlastec.2025.114175 · ExternalCitation · doi-reference
Multi-frequency feature collaborative network for low-light image enhancement
10.1016/j.optlastec.2025.114510 · ExternalCitation · doi-reference
SIANet: self-calibrating iterative attention network for low-light image enhancement
10.1016/j.optlastec.2026.115048 · ExternalCitation · doi-reference
Exposure difference network for low-light image enhancement
10.1016/j.patcog.2024.110796 · ExternalCitation · doi-reference
LLDiffusion: learning degradation representations in diffusion models for low-light image enhancement
10.1016/j.patcog.2025.111628 · ExternalCitation · doi-reference
Scope of validity of PSNR in image/video quality assessment
10.1049/el:20080522 · ExternalCitation · doi-reference
A retinex-based variational model for enhancement and restoration of low-contrast remote-sensed images corrupted by shot noise
10.1109/jstars.2020.2975044 · ExternalCitation · doi-reference
Making a “completely blind” image quality analyzer
10.1109/lsp.2012.2227726 · ExternalCitation · doi-reference
KAN see in the dark
10.1109/lsp.2025.3540700 · ExternalCitation · doi-reference
Image quality assessment: from error visibility to structural similarity
10.1109/tip.2003.819861 · ExternalCitation · doi-reference
Structure-revealing low-light image enhancement via robust retinex model
10.1109/tip.2018.2810539 · ExternalCitation · doi-reference
Sparse gradient regularized deep retinex network for robust low-light image enhancement
10.1109/tip.2021.3050850 · ExternalCitation · doi-reference
Learning to enhance low-light image via zero-reference deep curve estimation
10.1109/tits.2020.3042973 · ExternalCitation · doi-reference
Optimizing a 4D lookup table for low-light video enhancement via wavelet priori
10.1109/tmm.2026.3651020 · ExternalCitation · doi-reference
Positive-incentive noise
10.1109/tnnls.2022.3224577 · ExternalCitation · doi-reference
Diff-retinex++: retinex-driven reinforced diffusion model for low-light image enhancement
10.1109/tpami.2025.3563612 · ExternalCitation · doi-reference
Variational positive-incentive noise: how noise benefits models
10.1109/tpami.2025.3575295 · ExternalCitation · doi-reference
Low-light image enhancement via clip-Fourier guided wavelet diffusion
10.1145/3764933 · ExternalCitation · doi-reference
Low-illumination image enhancement using local gradient relative deviation for retinex models
10.3390/rs15174327 · ExternalCitation · doi-reference
Multi-scale long-and short-range structure aggregation learning for low-illumination remote sensing imagery enhancement
10.3390/rs17020242 · ExternalCitation · doi-reference
