matlab光照模型代码-Reflection-Removal-Techniques-Review:反射去除技术评论
matlab光照模型代码反射去除
根据光线，镜面反射/反射和阴影，物体的图像可能会发生巨大变化。
因此，从图像中去除不希望的反射在计算机视觉和图像处理中非常重要。
这意味着出于美学目的提高图像质量，以及在机器学习和模式识别应用程序中对图像进行预处理。
因此，该项目的目标是审查用于消除图像反射的各种技术。
依存关系
，，（torch＆torchvision），，，，，和。
数据集
用于测试的样本图像由提供。
如何执行程式码
平均：对于给定的图像集，我们对反射去除执行平均。
打开Averaging文件夹并运行python
Averaging.py
-i
5_images_lowers
，其中-i是包含图像集的文件夹的路径。
独立分量分析：基于光的反射概念和反射图像中基础分布的独立性，拍摄并求解了两个偏振方向不同的图像：Y
=
MX，其中Y
=
[y1，y2]，两个图像，M是混合矩阵[a，b;
c，d]（分别表示反射量）和X
=
[x1，x2]是绘制和反射两个图像中的分量。
打开ICA文件夹并运行python
ICA.py
-i1
1.png
-i2
2.png
，其中-i1和-i2是输入图
文件下载
资源详情
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