C++ Automated white balance using lodepng and some color correction
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Updated
May 18, 2024 - C++
C++ Automated white balance using lodepng and some color correction
Image processing pipeline for cameras that provide RAW data
Reference code for the paper Interactive White Balancing for Camera-Rendered Images Mahmoud Afifi and Michael S. Brown. In Color and Imaging Conference (CIC), 2020.
Color Correction, with Color Cards using CV2 Aruco
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
Enhance an image taken under water using color balance and fusion
A bunch of Automatic White-Balancing (AWB) Algorithm Implementations
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)
A camera pipeline that allows accurate post-capture white balance editing (CIC best paper award, 2019)
Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]
Code for "Truncated Edge-based Color Constancy"
Not a serious implementation of Deep white balance in Tensorflow. Aimed for personal learning.
An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.
Deep Chromatic Adaptation.
PGM to DNG converter
Bias correction method for illuminant estimation -- JOSA 2019
Cube++ is a novel dataset collected for illumination estimation problem. It has 4890 raw 18-megapixel images, each containing a SpyderCube color target in their scenes, manually labelled categories, and ground truth illumination chromaticities.
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