GitHub topics: low-light-image
pvnieo/Low-light-Image-Enhancement
Python implementation of two low-light image enhancement techniques via illumination map estimation
Language: Python - Size: 2.07 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 522 - Forks: 72
talhatallat/Low-Light-Image-Enhancement
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 of an image. The histogram of pixel-wise inversion of low-light images or HDR images is very similar to the histogram of hazy images. Thus, you can use haze removal techniques to enhance low-light images.
Language: MATLAB - Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0
bupt-ai-cz/LLVIP
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
Language: Jupyter Notebook - Size: 67.4 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 707 - Forks: 67
cydonia999/Learning_to_See_in_the_Dark_PyTorch
Learning to See in the Dark in PyTorch
Language: Python - Size: 6.74 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 94 - Forks: 20
mahmoudnafifi/Exposure_Correction
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
Language: MATLAB - Size: 30.9 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 548 - Forks: 70
obouzos/Low_Light_MultiFocus_Dataset
Low light multi-focus image fusion dataset of the paper: A Convolutional Neural Network-Based Conditional Random Field Model for Structured Multi-Focus Image Fusion Robust to Noise
Size: 8.71 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
Ysz2022/NeRCo
[ICCV 2023] Implicit Neural Representation for Cooperative Low-light Image Enhancement
Language: Python - Size: 1.87 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 231 - Forks: 16
jinyeying/night-enhancement
[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564
Language: HTML - Size: 44.4 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 422 - Forks: 36
tom-uchida/brightness-adjustment
Adjust brightness of an image automatically
Language: Python - Size: 70.2 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
cs-chan/Exclusively-Dark-Image-Dataset
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
Language: MATLAB - Size: 78.9 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 501 - Forks: 101
cuiziteng/ICCV_MAET
[ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.
Language: Python - Size: 2.94 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 108 - Forks: 13
AndyHuang1995/Image-Contrast-Enhancement
Python implementation of "A New Image Contrast Enhancement Algorithm Using Exposure Fusion Framework", CAIP2017
Language: Python - Size: 2.05 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 444 - Forks: 111
qi-zohair/Retinex-Based-Multiphase-Algorithm-for-Low-Light-Image-Enhancement
Retinex-Based Multiphase Algorithm for Low-Light Image Enhancement
Language: MATLAB - Size: 2.71 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1
vccimaging/Deep-Red-Flash
Source code for 2021 CVPR paper "Seeing in Extra Darkness Using a Deep-red Flash"
Language: Python - Size: 81.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 3
Angelina8120/Low-light-Small-SOD-baseline
A new low light small SOD dataset and a baseline for low light small SOD
Language: MATLAB - Size: 3.35 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
RenYurui/LECARM Fork of baidut/LECARM
Code for our paper "LECARM: Low-Light Image Enhancement using Camera Response Model"
Language: Matlab - Size: 26.1 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 3
steffensbola/a6300_multi_exposure_dataset
Dataset for: Deep Learning Based Exposure Correction for Image Exposure Correction with Application in Computer Vision for Robotics Authors Cristiano Steffens, Paulo Lilles Jorge Drews, Silvia Silva Botelho Publication date 2018/11/6 Conference 2018 Latin American Robotic Symposium, 2018 Brazilian Symposium on Robotics (SBR) and 2018 Workshop on Robotics in Education (WRE)
Size: 117 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 1
