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data | 3 years ago | |
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test.py | 3 years ago |
Near-infrared image guided reflection removal
施柏鑫
利用主动近红外成像能够抑制透明介质反射的特点,使用主动近红外图像辅助常规可见光图像的反射消除。
代码运行的环境与依赖。如下所示:
类别 | 名称 | 版本 |
---|---|---|
os | ubuntu | 16.04 |
深度学习框架 | pytorch | 1.0.0 |
opencv | 3.4.2 |
代码的输入与输出。如下所示:
名称 | 说明 |
---|---|
输入 | RGB图像+NIR图像。分别为RGB混合图像和NIR混合图像,大小为288X224(宽x高)。 |
输出 | outB文件夹:消除反射后的RGB图像,大小为288X224(宽x高)。 |
index文件夹:每组测试结果与真值之间的PSNR和SSIM。 | |
result_cmp文件夹:(从左到右)每组测试数据中输入、真值与测试结果之间的视觉质量对比。 |
cd project_dir
python ./test.py
近红外图像辅助的反射消除方法
Python
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