layer_inpainting

Updated 1-13 by Bingmang:

• 增加SSIM的计算
• 增加相场去噪函数
• 进行数据对比时使用相场中心 360*360*360 的数据
• 生成视频时fps均为1

Updated 1-4 by Bingmang:

• 指定实验的INTERVALS为1、3、4、9、19 （+1后为20的因子，方便对比试验）

Updated 1-3 by Bingmang:

• 更新相场与视频互相转换的工具
• [add] phase_video2mat.py （还不支持批量）
• [add] phase_mat2video.py

Updated 12-28 Bingmang:

• 更新像场模拟数据的对比
• [add] phase_compare.py
• [rename] main.py -> phase_mat_inpaint.py

Updated 12-23 MATony:

• 更新imageUtility工具
• 更新表面积计算函数
• 更新腐蚀边缘的函数

TODO:

• 添加处理过程信息
• 加快间隔超过4的处理速度
• 对比统计信息（体积、表面积等）

layer_inpainting/inpaint.py

Usage: python inpaint.py

Example:
    data/
        - interval
            - Pha1_00020_value/
                -X_Z
                    - interval_1/
                        - 000.png
                        - 001.png
                        ...
                    - interval_2/
                    - interval_3/
        - original
            - mat
                - Pha1_00001_value.mat
                ...
            - Pha1_00001_value.txt
            ...
    result/
        - NS/
            - Pha1_00020_value/
                - images/
                    - interval_1/
                        - 000.png
                        - 001.png
                        ...
                    - interval_2/
                    - interval_3/
                - interval_1.mat
                - interval_2.mat
                - interval_3.mat
                ...

phase_txt2mat.py

Usage: python phase_txt2mat.py --input data --output result --cpus 4

Example:
    data/
        - Pha1_00000_value.txt
        - Pha1_00001_value.txt
        ...
    result/
        - Pha1_00000_value.mat
        - Pha1_00001_value.mat
        ...

phase_mat_inpaint.py

Usage: python phase_mat_inpaint.py --input mat_folder --output result --cpus 4

Example:
    mat_folder/
        - Pha1_00000_value.mat
        - Pha1_00001_value.mat
        ...
    result/
        - Pha1_00020_value/
            - Origin/
                - 000.png
                - 001.png
                ...
            - Interval/
                - interval_1/
                    - 000.png
                    - 001.png
                    ...
                - interval_2/
                - interval_3/
            - NS/
                - images/
                    - interval_1/
                        - 000.png
                        - 001.png
                        ...
                    - interval_2/
                    - interval_3/
                - interval_1.mat
                - interval_2.mat
                - interval_3.mat
                ...

phase_compare.py

"""
对比原始mat和修复后的mat的体积及表面积

Usage: python phase_compare.py --data ./data --result ./result --mode TELEA

"""

Output:
    Pha1_00020_value origin volume: 28523167, interval_1 volume: 28609898, error: 0.3041, accuracy: 99.6959
    Pha1_00020_value origin volume: 28523167, interval_10 volume: 28559278, error: 0.1266, accuracy: 99.8734
    Pha1_00020_value origin volume: 28523167, interval_15 volume: 29260030, error: 2.5834, accuracy: 97.4166
    Pha1_00020_value origin volume: 28523167, interval_2 volume: 28577997, error: 0.1922, accuracy: 99.8078
    Pha1_00020_value origin volume: 28523167, interval_20 volume: 29537153, error: 3.5545, accuracy: 96.445
    Pha1_00020_value origin volume: 28523167, interval_4 volume: 28629146, error: 0.3716, accuracy: 99.6284
    Pha1_00020_value origin volume: 28523167, interval_6 volume: 28634186, error: 0.3892, accuracy: 99.6108
    Pha1_00020_value origin surface: 4756327, interval_4 surface: 4658672, error: 2.0532, accuracy: 97.9468
    Pha1_00020_value origin surface: 4756327, interval_1 surface: 4720437, error: 0.7546, accuracy: 99.2454
    Pha1_00020_value origin surface: 4756327, interval_10 surface: 4514900, error: 5.0759, accuracy: 94.9241
    Pha1_00020_value origin surface: 4756327, interval_2 surface: 4724372, error: 0.6718, accuracy: 99.3282
    Pha1_00020_value origin surface: 4756327, interval_15 surface: 4322647, error: 9.118, accuracy: 90.882
    Pha1_00020_value origin surface: 4756327, interval_6 surface: 4603914, error: 3.2044, accuracy: 96.7956
    Pha1_00020_value origin surface: 4756327, interval_20 surface: 4448497, error: 6.4720, accuracy: 93.528

phase_mat2video.py

将mat文件生成为mp4文件，原始fps为20

Usage: python phase_mat2video.py --input ./data/phase.mat --output ./result/phase.mp4

Output:
    已输出视频: .\result\Pha1_00020_value\IntervalVideo\interval_0.mp4, FPS: 20, 共 400 帧, 时长: 20s
    已输出视频: .\result\Pha1_00020_value\IntervalVideo\interval_1.mp4, FPS: 10, 共 200 帧, 时长: 20s
    已输出视频: .\result\Pha1_00020_value\IntervalVideo\interval_3.mp4, FPS: 5, 共 100 帧, 时长: 20s
    已输出视频: .\result\Pha1_00020_value\IntervalVideo\interval_4.mp4, FPS: 4, 共 80 帧, 时长: 20s
    已输出视频: .\result\Pha1_00020_value\IntervalVideo\interval_9.mp4, FPS: 2, 共 40 帧, 时长: 20s
    已输出视频: .\result\Pha1_00020_value\IntervalVideo\interval_19.mp4, FPS: 1, 共 20 帧, 时长: 20s

phase_video2mat.py

将video文件变为mat文件和图片文件

Usage: python phase_video2mat.py --input ./data/phase.mp4 --output ./result