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Degrade Is Upgrade: Learning Degradation for Low-Light Image Enhancement
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-01231-1_12openalex-snapshot
To Learn Image Super-Resolution, Use a GAN to Learn How to Do Image Degradation First
inferredcites →https://doi.org/10.1007/978-3-030-01234-2_18openalex-snapshot
Image Super-Resolution Using Very Deep Residual Channel Attention Networks
inferredcites →https://doi.org/10.1007/978-3-030-58452-8_18openalex-snapshot
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
inferredcites →https://doi.org/10.1007/978-3-030-58595-2_30openalex-snapshot
Learning Enriched Features for Real Image Restoration and Enhancement
inferredcites →https://doi.org/10.1007/978-3-319-46475-6_28openalex-snapshot
Is Faster R-CNN Doing Well for Pedestrian Detection?
inferredcites →https://doi.org/10.1007/s00521-020-05314-7openalex-snapshot
Occluded suspect search via channel-guided mechanism
inferredcites →https://doi.org/10.1007/s11263-020-01407-xopenalex-snapshot
Beyond Brightening Low-light Images
inferredcites →https://doi.org/10.1016/j.cviu.2018.10.010openalex-snapshot
Getting to know low-light images with the Exclusively Dark dataset
inferredcites →https://doi.org/10.1016/j.image.2014.06.006openalex-snapshot
No-reference image quality assessment based on spatial and spectral entropies
inferredcites →https://doi.org/10.1016/j.inffus.2018.09.004openalex-snapshot
FusionGAN: A generative adversarial network for infrared and visible image fusion
inferredcites →https://doi.org/10.1016/j.patcog.2016.06.008openalex-snapshot
LLNet: A deep autoencoder approach to natural low-light image enhancement
inferredcites →https://doi.org/10.1016/j.patcog.2021.107827openalex-snapshot
Rethinking data collection for person re-identification: active redundancy reduction
inferredcites →https://doi.org/10.1016/j.patrec.2018.01.010openalex-snapshot
LightenNet: A Convolutional Neural Network for weakly illuminated image enhancement
inferredcites →https://doi.org/10.1038/scientificamerican1277-108openalex-snapshot
The Retinex Theory of Color Vision
inferredcites →https://doi.org/10.1109/83.597272openalex-snapshot
A multiscale retinex for bridging the gap between color images and the human observation of scenes
inferredcites →https://doi.org/10.1109/cvpr.2017.19openalex-snapshot
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
inferredcites →https://doi.org/10.1109/cvpr.2017.474openalex-snapshot
CityPersons: A Diverse Dataset for Pedestrian Detection
inferredcites →https://doi.org/10.1109/cvpr.2017.618openalex-snapshot
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
inferredcites →https://doi.org/10.1109/cvpr.2018.00132openalex-snapshot
COCO-Stuff: Thing and Stuff Classes in Context
inferredcites →https://doi.org/10.1109/cvpr.2019.00224openalex-snapshot
Joint Discriminative and Generative Learning for Person Re-Identification
inferredcites →https://doi.org/10.1109/cvpr.2019.00701openalex-snapshot
Underexposed Photo Enhancement Using Deep Illumination Estimation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00185openalex-snapshot
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00313openalex-snapshot
From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01134openalex-snapshot
Noise-Aware Fully Webly Supervised Object Detection
inferredcites →https://doi.org/10.1109/iccv.2017.530openalex-snapshot
Illuminating Pedestrians via Simultaneous Detection and Segmentation
inferredcites →https://doi.org/10.1109/icip.2012.6467022openalex-snapshot
Contrast enhancement based on layered difference representation
inferredcites →https://doi.org/10.1109/lsp.2012.2227726openalex-snapshot
Making a “Completely Blind” Image Quality Analyzer
inferredcites →https://doi.org/10.1109/tce.2007.4429280openalex-snapshot
Brightness Preserving Dynamic Histogram Equalization for Image Contrast Enhancement
inferredcites →https://doi.org/10.1109/tcsvt.2019.2913114openalex-snapshot
S3D: Scalable Pedestrian Detection via Score Scale Surface Discrimination
inferredcites →https://doi.org/10.1109/tcsvt.2021.3072171openalex-snapshot
Grayscale Enhancement Colorization Network for Visible-Infrared Person Re-Identification
inferredcites →https://doi.org/10.1109/tim.2020.3038013openalex-snapshot
GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion
inferredcites →https://doi.org/10.1109/tip.2003.819861openalex-snapshot
Image quality assessment: from error visibility to structural similarity
inferredcites →https://doi.org/10.1109/tip.2011.2109730openalex-snapshot
FSIM: A Feature Similarity Index for Image Quality Assessment
inferredcites →https://doi.org/10.1109/tip.2015.2442920openalex-snapshot
Perceptual Quality Assessment for Multi-Exposure Image Fusion
inferredcites →https://doi.org/10.1109/tip.2015.2499698openalex-snapshot
Multi-Scale Patch-Based Image Restoration
inferredcites →https://doi.org/10.1109/tip.2016.2639450openalex-snapshot
LIME: Low-Light Image Enhancement via Illumination Map Estimation
inferredcites →https://doi.org/10.1109/tip.2017.2703078openalex-snapshot
Contrast Enhancement Based on Intrinsic Image Decomposition
inferredcites →https://doi.org/10.1109/tip.2018.2794218openalex-snapshot
Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images
inferredcites →https://doi.org/10.1109/tip.2021.3051462openalex-snapshot
EnlightenGAN: Deep Light Enhancement Without Paired Supervision
inferredcites →https://doi.org/10.1109/tmm.2019.2960586openalex-snapshot
ATMFN: Adaptive-Threshold-Based Multi-Model Fusion Network for Compressed Face Hallucination
inferredcites →https://doi.org/10.1109/tnnls.2019.2926481openalex-snapshot
Lightweight Pyramid Networks for Image Deraining
inferredcites →https://doi.org/10.1109/tpami.2014.2300479openalex-snapshot
Fast Feature Pyramids for Object Detection
inferredcites →https://doi.org/10.1109/tpami.2020.3042298openalex-snapshot
A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution
inferredcites →https://doi.org/10.1109/wacv48630.2021.00330openalex-snapshot
Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection
inferredcites →https://doi.org/10.1145/3072959.3034185openalex-snapshot
Interactive Relighting in Single Low-Dynamic Range Images
inferredcites →https://doi.org/10.1145/3072959.3073592openalex-snapshot
Deep bilateral learning for real-time image enhancement
inferredcites →https://doi.org/10.1145/3072959.3126845openalex-snapshot
Interactive relighting in single low-dynamic range images
inferredcites →https://doi.org/10.1145/3414839openalex-snapshot
Exploring Image Enhancement for Salient Object Detection in Low Light Images
inferredcites →https://doi.org/10.12751/nncn.bc2015.0220openalex-snapshot
Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks
inferredcites →https://doi.org/10.14569/ijacsa.2011.020721openalex-snapshot
Survey of Contrast Enhancement Techniques based on Histogram Equalization
inferredcites →https://doi.org/10.1609/aaai.v32i1.11857openalex-snapshot
Video-Based Person Re-Identification via Self Paced Weighting
inferredcites →https://doi.org/10.1609/aaai.v33i01.33018094openalex-snapshot
Object Detection Based on Region Decomposition and Assembly
inferredcites →https://doi.org/10.1609/aaai.v34i07.7013openalex-snapshot
EEMEFN: Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion Network
inferredcites →https://doi.org/10.17863/cam.51996openalex-snapshot
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
inferredcites →https://doi.org/10.24963/ijcai.2020/71openalex-snapshot
When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark
inferredcites →https://doi.org/10.48550/arxiv.1711.02488openalex-snapshot
MSR-net:Low-light Image Enhancement Using Deep Convolutional Network
inferredcites →https://doi.org/10.48550/arxiv.1808.04560openalex-snapshot
Deep Retinex Decomposition for Low-Light Enhancement
inferredcites →https://doi.org/10.48550/arxiv.1905.04161openalex-snapshot
Kindling the Darkness: A Practical Low-light Image Enhancer
inferredcites →https://doi.org/10.48550/arxiv.2002.11300openalex-snapshot
Self-supervised Image Enhancement Network: Training with Low Light Images Only
inferredcites →https://doi.org/10.48550/arxiv.2004.10934openalex-snapshot
YOLOv4: Optimal Speed and Accuracy of Object Detection
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-981-97-3623-2_7openalex-snapshot
Local Dynamic Filter Network for Low-Light Enhancement and Deblurring
inferred← citeshttps://doi.org/10.1007/s00371-024-03427-xopenalex-snapshot
Fragrant: frequency-auxiliary guided relational attention network for low-light action recognition
inferred← citeshttps://doi.org/10.1007/s00371-025-04147-6openalex-snapshot
A deep adaptive framework for low-light image enhancement in adverse lighting conditions
inferred← citeshttps://doi.org/10.1007/s00530-025-01750-4openalex-snapshot
RGB-Net: transformer-based lightweight low-light image enhancement network via RGB channel separation
inferred← citeshttps://doi.org/10.1007/s10586-024-04829-1openalex-snapshot
Object detection in low-light conditions based on DBS-YOLOv8
inferred← citeshttps://doi.org/10.1007/s11263-024-01987-yopenalex-snapshot
HCLR-Net: Hybrid Contrastive Learning Regularization with Locally Randomized Perturbation for Underwater Image Enhancement
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Low-light object detection via adaptive enhancement and dynamic feature fusion
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Luminance prior guided Low-Light 4C catenary image enhancement
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Low-light images enhancement via a dense transformer network
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A survey on image enhancement for Low-light images
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Progressive feature-aware recurrent net for low-light image enhancement
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Dual-domain perspective on degradation-aware fusion: A VLM-guided robust infrared and visible image fusion framework
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Training-free prior guided diffusion model for zero-reference low-light image enhancement
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A light-weight deep learning framework for Low Light Image Enhancement
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ReciprocalLA-LLIE: Low-light image enhancement with luminance-aware reciprocal diffusion process
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Low-illumination color imaging: Progress and challenges
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Collaborative brightening and amplification of low-light imagery via bi-level adversarial learning
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Dynamic and static mutual fitting for action recognition
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UPT-Flow: Multi-scale transformer-guided normalizing flow for low-light image enhancement
inferred← citeshttps://doi.org/10.1038/s41598-025-26962-6openalex-snapshot
Multi-branch low-light image iterative enhancement network
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Isolating latent factors for better low-light image enhancement using deep learning
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A homotopy-CNN framework for continuous deformation in low-light image enhancement
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Enhancement of Mine Images Based on HSV Color Space
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00166openalex-snapshot
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.02129openalex-snapshot
Learning a Practical SDR-to-HDRTV Up-conversion using New Dataset and Degradation Models
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Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition
inferred← citeshttps://doi.org/10.1109/iros58592.2024.10802761openalex-snapshot
Latent Disentanglement for Low Light Image Enhancement
inferred← citeshttps://doi.org/10.1109/jas.2024.124521openalex-snapshot
Image Enhancement via Associated Perturbation Removal and Texture Reconstruction Learning
inferred← citeshttps://doi.org/10.1109/jcice66205.2025.11182043openalex-snapshot
Two-stage Adaptive Traffic Detection System for Adverse Weather
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DGFEG: Dynamic Gate Fusion and Edge Graph Perception Network for Remote Sensing Change Detection
inferred← citeshttps://doi.org/10.1109/lsp.2022.3162145openalex-snapshot
MTRBNet: Multi-Branch Topology Residual Block-Based Network for Low-Light Enhancement
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FGN: A Fully Guided Network for Image Dehazing
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Brightness Perceiving for Recursive Low-Light Image Enhancement
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Implicit Mutual Learning With Dual-Branch Networks for Face Super-Resolution
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Mutual Retinex: Combining Transformer and CNN for Image Enhancement
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Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction
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Rain-Free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining
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TAC-Diff: Texture-Anchored Color Diffusion for Low-Light Image Enhancement
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Learning to Hallucinate Face in the Dark
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RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement
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Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration
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Consistency-Constancy Bi-Knowledge Learning for Pedestrian Detection in Night Surveillance
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Multimedia Content Understanding in Harsh Environments
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Striking a Balance: Unsupervised Cross-Domain Crowd Counting via Knowledge Diffusion
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Informative Classes Matter: Towards Unsupervised Domain Adaptive Nighttime Semantic Segmentation
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PercepLIE: A New Path to Perceptual Low-Light Image Enhancement
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Light-Aware Contrastive Learning for Low-Light Image Enhancement
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A Deep Retinex-Based Low-Light Enhancement Network Fusing Rich Intrinsic Prior Information
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A Retinex-based network for image enhancement in low-light environments
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Low-Light Video Enhancement with Synthetic Event Guidance
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Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic Mining
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Application of Nighttime Low-Light Image Enhancement Technology for Safety Monitoring and Prevention at Wellsite Operations
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DMC-YOLO: an improved algorithm for pedestrian and vehicle detection in foggy weather
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Enhancement of Mine Images through Reflectance Estimation of V Channel Using Retinex Theory
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BGIR: A Low-Illumination Remote Sensing Image Restoration Algorithm with ZYNQ-Based Implementation
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HPCDNet: Hybrid position coding and dual-frquency domain transform network for low-light image enhancement
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Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
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Intelligent Agent-Based Architecture for Low-Light Image Enhancement Using an A3C Framework
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