enbergs / ISP-based-on-responses-prediction-model

Study on Methodology and Technology of Digital Camera Image signal Processing Based on Raw Responses Prediction Model

简介

本仓库提供了我的博士论文《基于原始响应值预测模型的数码相机图像信号处理方法与技术研究》的相关代码。

更新日志

2019.07.04 - 完成论文初稿

目录结构

.
+---chapter1
+---chapter2
|   +---colorimetry                     色度学基础
|   |   \---figures
|   \---radiometry_photometry           辐射度学、光度学基础
|       \---figures
+---chapter3
|   +---camera_noise				
|   |   +---calibration                 图像传感器噪声标定
|   |   |   \---figures
|   |   \---correction                  噪声修正
|   |       \---figures
|   \---imaging_simulation_model
|       +---parameters_estimation       原始响应值构成模型参数估计
|       |   +---comparisons
|       |   |   +---PCA
|       |   |   \---RBFN
|       |   \---figures
|       \---preliminaries               系统非线性预实验
|           \---figures
+---chapter4
|   +---color_correction                颜色校正			
|   |   \---figures
|   +---metamer_mismatching             同色异谱与颜色失真
|   |   \---figures
|   +---nonuniformity_correction        空间非均匀性校正
|   |   \---figures
|   +---post_processing
|   |   \---chromatic_adaptation_transform  色适应变换后处理
|   |       \---figures
|   \---white_balance_correction        自动白平衡（颜色恒常性）
|       +---comparisons
|       |   +---figures
|       |   +---grayedge
|       |   \---weng
|       +---gamut_mapping               2D色域映射算法
|       |   +---figures
|       |   \---utils
|       +---neutral_pixels_statistics   中性色像素直方图统计算法
|       |   \---figures
|       \---orthogonal_chromatic_plane  正交色度平面
+---chapter5
|   +---luminance_estimation            场景亮度估计
|   +---neutral_region                  预设中性色区域选取
|   |   \---figures
|   +---orthogonal_chromatic_plane      正交色度平面参数优化
|   |   \---figures
|   \---standard_gamut                  设备相关标准色域计算
|       \---figures
+---chapter6
+---config                              项目数据路径配置
+---data
\---utils
    +---cie_diagram                     色品图绘制
    +---export_fig
    +---legendflex
    \---regtool                         正则化工具包

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Intro

This repository contains codes for my doctoral thesis: Study on methodology and technology of digital camera image signal processing based on raw responses prediction model.

ChangeLog

2019.07.04 - initial draft completed

License

Copyright 2019 Qiu Jueqin

Licensed under GPL-3.0.