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1 实验任务及目的
1. 掌握图像增强的点运算常用方法的原理及实现；
2. 掌握图像增强的局部运算方法的原理及实现；
3. 掌握图像的读入、保存、以及其他基本的图像处理编程方法；
4. 完成实验中代码分析，实验结果分析，及要求的代码编程，总结归纳其
中涉及的数字图像处理相关原理，基于上述要求完成实验报告，实验报
告中需附上实验结果图。
2 数据来源及编程环境
1.数据来源：MATLAB 自带图像及文件 1.jpg、文件 2.jpg
2.编程环境：MATLAB 2016a
3 实验内容
1．采用 MATLAB Image Processing Toolbox 中的 imadjust()函数，实现图
像灰度调整；改变 gamma 的值对比分析调整后图像差别。
2．不使用 Image Processing Toolbox 中的函数，编程实现图像 Fig1-3 的
反转变换，通过 imwrite()函数保存输出变换后的图像，变换函数为：
s =L−1−r
其中：r 为变换前的像元灰度值，s 为变换后的像元灰度值，L 为图像的
灰度级；保存格式为 jpg。
3．分别通过运行所给代码和自编程两种途径，实现图像的直方图显示，进
行对比验证和分析总结；
4．运行所给程序，参照直方图均衡化原理观察结果并分析总结；
5．运行所给程序并根据结果进行分析；通过 imnoise()函数给图像添加椒
盐噪声，分别采用均值滤波、中值滤波进行处理，分析实验结果，对比
运行时间。
4 实验成果与分析
1．imadjust()实现灰度变换
（1）imadjust()函数中参数及作用分析
对图像进行灰度变换即调节灰度图像的亮度或彩色图像的颜色矩阵，可使用
MATLAB 自带的 imadjust()函数实现：
G=imadjust(F,[low_in;high_in],[low_out,high_out],gamma)
上式表示将图像 F 中的亮度值映射到 G 中的新值，具体映射规则为：将原图
像 F 中位于[low_in,high_in]区间内的亮度值，映射到区间[low_out,high_out]
上作为新图像的亮度值范围，其中 low_in 与 low_out 对应，high_in 与 high_out
对应；参数 gamma 的作用为指定 F 值与 G 值关系的曲线形状。
在所给代码中，[low_in,high_in]、[low_out,high_out]均用空矩阵表示，
默认为[0,1]；参数 gamma=0.5，输出结果（图 4-1）显示，调整后图像明显变量
亮，说明该映射关系更偏向于高亮度值输出。
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