| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 |
| Learning to See in the Extremely Dark | Jun 26, 2025 | DenoisingExposure Correction | CodeCode Available | 2 |
| Color Shift Estimation-and-Correction for Image Enhancement | May 28, 2024 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 |
| Region-Aware Exposure Consistency Network for Mixed Exposure Correction | Feb 28, 2024 | Exposure Correction | CodeCode Available | 1 |
| 4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters | Nov 15, 2023 | 4k8k | CodeCode Available | 1 |
| Exposure-slot: Exposure-centric representations learning with Slot-in-Slot Attention for Region-aware Exposure Correction | Jun 11, 2025 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 |
| ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction | Oct 28, 2024 | Exposure CorrectionMamba | CodeCode Available | 1 |
| EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy | Jun 19, 2024 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 |
| Learning Multi-Scale Photo Exposure Correction | Mar 25, 2020 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 |
| Exposure Correction Model to Enhance Image Quality | Apr 22, 2022 | DecoderExposure Correction | CodeCode Available | 1 |
| Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling | Jan 1, 2024 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 |
| Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement | Sep 11, 2024 | DemosaickingDenoising | CodeCode Available | 1 |
| Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance | May 6, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 1 |
| Learning Adaptive Lighting via Channel-Aware Guidance | Dec 2, 2024 | Exposure CorrectionImage Retouching | —Unverified | 0 |
| Learning Sample Relationship for Exposure Correction | Jan 1, 2023 | Exposure CorrectionTask 2 | —Unverified | 0 |
| Learning to Adapt to Light | Feb 16, 2022 | Exposure CorrectionImage Enhancement | —Unverified | 0 |
| DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning | Jul 7, 2022 | 2D Object DetectionDeep Reinforcement Learning | —Unverified | 0 |
| A Survey on Deep learning based Document Image Enhancement | Dec 6, 2021 | ArticlesBinarization | —Unverified | 0 |
| Decoupling-and-Aggregating for Image Exposure Correction | Jan 1, 2023 | Exposure Correction | —Unverified | 0 |
| Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing | Aug 24, 2019 | DemosaickingDenoising | —Unverified | 0 |
| Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction | Apr 6, 2023 | 3D ReconstructionExposure Correction | —Unverified | 0 |
| Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction | Mar 14, 2024 | Exposure CorrectionHyperspectral Image Super-Resolution | —Unverified | 0 |
| Discovering an Image-Adaptive Coordinate System for Photography Processing | Jan 11, 2025 | Exposure CorrectionPhoto Retouching | —Unverified | 0 |
| Exposure Normalization and Compensation for Multiple-Exposure Correction | Jan 1, 2022 | Exposure CorrectionImage Enhancement | —Unverified | 0 |
| ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention | Dec 14, 2022 | DecoderExposure Correction | —Unverified | 0 |
