[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
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Apr 25, 2024 - Python
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low-light-enhance
Here are 23 public repositories matching this topic...
"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)
detection transformer object-detection image-restoration ntire low-light-enhance basicsr nighttime-enhancement low-light-image-enhancement low-light-vision low-light-enhancer iccv2023 low-light-enhancement
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Aug 7, 2024 - Python
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
deep-learning dataset deeplearning datasets computational-photography cvpr color-correction image-enhancement multi-scale low-light-image exposure-correction low-light-enhance overexposure-correction underexposure-correction coarse-to-fine cvpr2021
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Dec 24, 2023 - MATLAB
🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
image-reconstruction pytorch image-restoration image-enhancement low-level-vision transformer-architecture exposure-correction bmvc low-light-enhance transformer-models low-light-image-enhancement
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Feb 27, 2024 - Python
Python implementation of two low-light image enhancement techniques via illumination map estimation
python3 lime retinex low-light-image illumination-estimation low-light-enhance illumination-map-estimation
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Aug 18, 2022 - Python
[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564
night deep-learning flare restoration glow image-enhancement low-light low-level-vision low-light-image glare low-light-enhance nighttime-lights night-images light-effects low-light-image-enhancement nighttime
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Aug 29, 2024 - HTML
🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.
deep-learning pytorch object-detection low-light-image self-supervised-learning low-light-enhance low-light-image-enhancement iccv2021 low-light-vision
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Oct 4, 2023 - Python
Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……
gan pix2pix super-resolution opencv-python image-inpainting image-restoration retinex cyclegan image-enhancment low-light-enhance
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Jun 25, 2021 - Python
Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]
computer-vision deep-learning pytorch low-level-vision exposure-correction low-light-enhance overexposure-correction low-light-image-enhancement eccv2022
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Jul 21, 2023 - Python
[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738
night deep-learning fog haze-removal haze restoration glow image-enhancement low-light low-level-vision glare low-light-enhance nighttime-lights night-images fog-removal nighttime-enhancement light-effects low-light-image-enhancement nighttime-images nighttime
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Jul 30, 2024 - Python
LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement
computer-vision detection transformer image-restoration low-light-enhance low-light-image-enhancement low-light-vision
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Dec 7, 2024 - Python
Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
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Sep 21, 2021 - Jupyter Notebook
Project of 'TBEFN: A Two-branch Exposure-fusion Network for Low-light Image Enhancement '
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Dec 25, 2021 - Python
[Access 2020] Low-Light Image Enhancement With Regularized Illumination Optimization and Deep Noise Suppression
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Jul 21, 2024 - Python
[JON 2022] Lightweight Deep Network-Enabled Real-Time Low-Visibility Enhancement for Promoting Vessel Detection in Maritime Video Surveillance
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Jul 21, 2024 - Python
Images captured in outdoor scenes can be highly degraded due to poor lighting conditions. These images can have low dynamic ranges with high noise levels that affect the overall performance of computer vision algorithms. To make computer vision algorithms robust in low-light conditions, use low-light image enhancement to improve the visibility o…
rgb-image enhancement binary-image grayscale-images image-enhancement low-light-image low-light-enhance low-light-image-enhancement low-light-vision
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Oct 27, 2021 - MATLAB
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Apr 4, 2020 - MATLAB
LoLI-Street is a low-light image enhancement dataset for training and testing low-light image enhancement models under urban street scenes.
image dataset enhancement image-restoration low-light low-light-enhance low-light-image-enhancement llie loli-street low-exposed trifuse
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Dec 9, 2024 - Python
Detect and classify the vehicles in the low light using YOLO v3 pretrained model and low light image enhancement
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Aug 25, 2020 - Python
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