Browse State-of-the-Art › Low-Light Image Enhancement › Papers, page 3
Low-Light Image Enhancement
Papers archive 2025-07-28
archive papers tagged: 316 · with a code link: 181 · where Syntology ran a sample: 39 (34 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (39 of 316 tagged: 34 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)
Page 3 of 4: papers 201 to 300 of 316, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Natural Language Supervision for Low-light Image Enhancement11 Jan 2025 0 repositories listed
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Recognition-Oriented Low-Light Image Enhancement based on Global and Pixelwise Optimization8 Jan 2025 0 repositories listed
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Rethinking Model Redundancy for Low-light Image Enhancement21 Dec 2024 0 repositories listed
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Zero-Shot Low Light Image Enhancement with Diffusion Prior18 Dec 2024 0 repositories listed
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Analytical-Heuristic Modeling and Optimization for Low-Light Image Enhancement10 Dec 2024 0 repositories listed
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Deep Joint Unrolling for Deblurring and Low-Light Image Enhancement (JUDE)10 Dec 2024 0 repositories listed
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Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration10 Nov 2024 0 repositories listed
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Efficient Diffusion as Low Light Enhancer16 Oct 2024 0 repositories listed
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Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors27 Sep 2024 0 repositories listed
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UICE-MIRNet guided image enhancement for underwater object detection24 Sep 2024 0 repositories listed
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Low-Light Enhancement Effect on Classification and Detection: An Empirical Study22 Sep 2024 0 repositories listed
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SDI-Net: Toward Sufficient Dual-View Interaction for Low-light Stereo Image Enhancement20 Aug 2024 0 repositories listed
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Latent Disentanglement for Low Light Image Enhancement12 Aug 2024 0 repositories listed
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RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models25 Jul 2024 0 repositories listed
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AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement20 Jul 2024 0 repositories listed
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CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement9 Jul 2024 0 repositories listed
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RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement14 Jun 2024 0 repositories listed
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MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space25 May 2024 0 repositories listed
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Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement19 May 2024 0 repositories listed
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Seeing Text in the Dark: Algorithm and Benchmark13 Apr 2024 0 repositories listed
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CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement8 Apr 2024 0 repositories listed
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DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement4 Apr 2024 0 repositories listed
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Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach1 Apr 2024 0 repositories listed
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Zero-LED: Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement5 Mar 2024 0 repositories listed
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Edge-guided Low-light Image Enhancement with Inertial Bregman Alternating Linearized Minimization2 Mar 2024 0 repositories listed
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A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction28 Feb 2024 0 repositories listed
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Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement15 Feb 2024 0 repositories listed
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Revealing Shadows: Low-Light Image Enhancement Using Self-Calibrated Illumination23 Dec 2023 0 repositories listed
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ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement20 Dec 2023 0 repositories listed
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JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement20 Dec 2023 0 repositories listed
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Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement15 Dec 2023 0 repositories listed
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DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images13 Dec 2023 0 repositories listed
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Learning to See Low-Light Images via Feature Domain Adaptation11 Dec 2023 0 repositories listed
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LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models2 Dec 2023 0 repositories listed
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ITRE: Low-light Image Enhancement Based on Illumination Transmission Ratio Estimation8 Oct 2023 0 repositories listed
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LoLi-IEA: low-light image enhancement algorithm4 Oct 2023 0 repositories listed
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Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement26 Sep 2023 0 repositories listed
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Training Your Image Restoration Network Better with Random Weight Network as Optimization Function21 Sep 2023 0 repositories listed
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Training Your Image Restoration Network Better with Random Weight Network as Optimization Function21 Sep 2023 0 repositories listed
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DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision13 Sep 2023 0 repositories listed
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Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model25 Aug 2023 0 repositories listed
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DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement18 Aug 2023 0 repositories listed
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Low-Light Image Enhancement with Illumination-Aware Gamma Correction and Complete Image Modelling Network16 Aug 2023 0 repositories listed
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CLE Diffusion: Controllable Light Enhancement Diffusion Model13 Aug 2023 0 repositories listed
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Brighten-and-Colorize: A Decoupled Network for Customized Low-Light Image Enhancement6 Aug 2023 0 repositories listed
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Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement5 Aug 2023 0 repositories listed
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Decomposition Ascribed Synergistic Learning for Unified Image Restoration1 Aug 2023 0 repositories listed
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Division Gets Better: Learning Brightness-Aware and Detail-Sensitive Representations for Low-Light Image Enhancement18 Jul 2023 0 repositories listed
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Enhancing Low-Light Images Using Infrared-Encoded Images9 Jul 2023 0 repositories listed
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A ground-based dataset and a diffusion model for on-orbit low-light image enhancement25 Jun 2023 0 repositories listed
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LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement12 Jun 2023 0 repositories listed
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Unsupervised Low Light Image Enhancement Using SNR-Aware Swin Transformer3 Jun 2023 0 repositories listed
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Learning a Single Convolutional Layer Model for Low Light Image Enhancement23 May 2023 0 repositories listed
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SCRNet: a Retinex Structure-based Low-light Enhancement Model Guided by Spatial Consistency14 May 2023 0 repositories listed
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ALL-E: Aesthetics-guided Low-light Image Enhancement28 Apr 2023 0 repositories listed
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Random Weights Networks Work as Loss Prior Constraint for Image Restoration29 Mar 2023 0 repositories listed
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Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency Domains23 Mar 2023 0 repositories listed
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Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement23 Feb 2023 0 repositories listed
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You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement1 Jan 2023 0 repositories listed
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SALVE: Self-supervised Adaptive Low-light Video Enhancement22 Dec 2022 0 repositories listed
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On the Robustness of Normalizing Flows for Inverse Problems in Imaging8 Dec 2022 0 repositories listed
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SLLEN: Semantic-aware Low-light Image Enhancement Network21 Nov 2022 0 repositories listed
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Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data9 Nov 2022 0 repositories listed
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Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework11 Oct 2022 0 repositories listed
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Seeing Through the Noisy Dark: Towards Real-world Low-Light Image Enhancement and Denoising2 Oct 2022 0 repositories listed
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DEANet: Decomposition Enhancement and Adjustment Network for Low-Light Image Enhancement14 Sep 2022 0 repositories listed
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Low-light Enhancement Method Based on Attention Map Net19 Aug 2022 0 repositories listed
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Local Low-light Image Enhancement via Region-Aware Normalization16 Aug 2022 0 repositories listed
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CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment28 Jul 2022 0 repositories listed
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Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement16 Jul 2022 0 repositories listed
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Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images15 Jul 2022 0 repositories listed
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Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement3 Jul 2022 0 repositories listed
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19 Jun 2022 0 repositories listed
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Towards Robust Low Light Image Enhancement17 May 2022 0 repositories listed
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The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement20 Feb 2022 0 repositories listed
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Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment12 Feb 2022 0 repositories listed
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Linear Array Network for Low-light Image Enhancement22 Jan 2022 0 repositories listed
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Enhancing Low-Light Images in Real World via Cross-Image Disentanglement10 Jan 2022 0 repositories listed
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Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety4 Jan 2022 0 repositories listed
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Learning Color Representations for Low-Light Image Enhancement3 Jan 2022 0 repositories listed
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Invertible Network for Unpaired Low-light Image Enhancement24 Dec 2021 0 repositories listed
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TSN-CA: A Two-Stage Network with Channel Attention for Low-Light Image Enhancement6 Oct 2021 0 repositories listed
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DA-DRN: Degradation-Aware Deep Retinex Network for Low-Light Image Enhancement5 Oct 2021 0 repositories listed
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17 Aug 2021 0 repositories listed
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Rain Removal and Illumination Enhancement Done in One Go9 Aug 2021 0 repositories listed
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BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration30 Jun 2021 0 repositories listed
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Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model19 Jun 2021 0 repositories listed
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NLHD: A Pixel-Level Non-Local Retinex Model for Low-Light Image Enhancement13 Jun 2021 0 repositories listed
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Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks10 Mar 2021 0 repositories listed
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Bridge the Vision Gap from Field to Command: A Deep Learning Network Enhancing Illumination and Details20 Jan 2021 0 repositories listed
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Quarter Laplacian Filter for Edge Aware Image Processing20 Jan 2021 0 repositories listed
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Low Light Image Enhancement via Global and Local Context Modeling4 Jan 2021 0 repositories listed
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Shed Various Lights on a Low-Light Image: Multi-Level Enhancement Guided by Arbitrary References4 Jan 2021 0 repositories listed
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A Switched View of Retinex: Deep Self-Regularized Low-Light Image Enhancement3 Jan 2021 0 repositories listed
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LEUGAN:Low-Light Image Enhancement by Unsupervised Generative Attentional Networks24 Dec 2020 0 repositories listed
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UMLE: Unsupervised Multi-discriminator Network for Low Light Enhancement24 Dec 2020 0 repositories listed
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SID-NISM: A Self-supervised Low-light Image Enhancement Framework16 Dec 2020 0 repositories listed
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A Two-stage Unsupervised Approach for Low light Image Enhancement19 Oct 2020 0 repositories listed
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Noise-Aware Texture-Preserving Low-Light Enhancement2 Sep 2020 0 repositories listed
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Retaining Image Feature Matching Performance Under Low Light Conditions2 Sep 2020 0 repositories listed