Diffusion models in low-level vision: A survey

C He, Y Shen, C Fang, F **ao, L Tang… - … on Pattern Analysis …, 2025 - ieeexplore.ieee.org
Deep generative models have gained considerable attention in low-level vision tasks due to
their powerful generative capabilities. Among these, diffusion model-based approaches …

LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond

MT Islam, I Alam, SS Woo, S Anwar… - Proceedings of the …, 2024 - openaccess.thecvf.com
Low-light image enhancement (LLIE) is essential for numerous computer vision tasks,
including object detection, tracking, segmentation, and scene understanding. Despite …

[HTML][HTML] A 5K Efficient Low-Light Enhancement Model by Estimating Increment between Dark Image and Transmission Map Based on Local Maximum Color Value …

Q Deng, D Choo, H Ji, D Lee - Electronics, 2024 - mdpi.com
Low-light enhancement (LLE) has seen significant advancements over decades, leading to
substantial improvements in image quality that even surpass ground truth. However, these …