Image Enhancement

VSRELL: A Simple Baseline for Video Super-Resolution and Enhancement in Low-Light Environment CVPR 2026 White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation CVPR 2026 Dual Color Space Underwater Image Enhancement Network ACML 2025 Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation CVPR 2025 Physical-aware Neural Radiance Fields for Efficient Exposure Correction AAAI 2025 Multi-Object Tracking in the Dark CVPR 2024 Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024 Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks NeurIPS 2024 Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach CVPR 2024 Underwater Organism Color Fine-Tuning via Decomposition and Guidance AAAI 2024 ZERO-IG: Zero-Shot Illumination-Guided Joint Denoising and Adaptive Enhancement for Low-Light Images CVPR 2024 Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement ACML 2024 Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023 AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-Time Image Enhancement CVPR 2022 Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement ACML 2021 Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021 Learning to Restore Low-Light Images via Decomposition-and-Enhancement CVPR 2020 Underwater Image Restoration Based on Convolutional Neural Network ACML 2018 Scale Adaptive Blind Deblurring NeurIPS 2014 Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty NeurIPS 2013