# 智能图片处理系统
> Author:`Lei Yang`
> E-mail:`ylxx@live.com`
> Date:`2017-04-30`
> Description:手工实现的智能图片处理系统 包含基础的图片处理功能 各类滤波 seam carving算法 以及结合精细语义分割信息 实现智能去除目标的功能
## 功能一览
界面
![](./imgs/forMarkdown/2016.04.29-smart-img-process-sys.png)
* 手工实现高斯 中值 双边等图像滤波(滤镜)算法
* 内置自己之前写的显著性算法,与图像处理模块结合 实现前景 背景自动分离 分开处理
![](./imgs/forMarkdown/2016.04.29-apart.png)
* 实现了图像压缩算法 [seam carving](https://en.wikipedia.org/wiki/Seam_carving)
![](./imgs/forMarkdown/2016.04.29-seamCarving.png)
(压缩50排像素)
* 将显著性算法与seam carving结合 达到更优的压缩效果
![](./imgs/forMarkdown/2016.04.29-seamCarving1.png)
### 智能去除目标
* 结合一个基于caffe的精细语义分割方法 [`SEC`](https://github.com/kolesman/SEC) 能将语义信息与seam carving 结合 实现智能去除目标
![](./imgs/forMarkdown/2016.04.29-seamCarving2.png)
## 注意事项
### 效率
由于这是应 北京化工大学 胡伟老师的《数字媒体技术课》而做的课程设计
所以 除了`SEC语义分割` 其余均是我使用Python手工完成
故而效率不佳 建议测试图片分辨率在500*500左右 从而得到可接受的计算时间
### 显著性计算
第一次载入图片 显著性计算需要 40s 左右的时间,计算结果会保存为`[path]/[name]_sal.png` ,下次不需要计算
### SEC语义分割
若要使用智能去除目标功能
请在Linux下 配置 [`SEC`](https://github.com/kolesman/SEC)
将计算结果保存为`[path]/[name]_SS.png` 程序会自动读取使用语义信息
## 配置
环境: `Python2.7 64bit`
安装库: `pip install -r requirements.txt`
(若pip编译失败 请使用conda装)
运行: `python imgProcessBackEnd.py`
在`imgProcessConfig.py`中 更改path变量更改处理的图片
【EOF】
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