fspecial函数用于创建预约义的滤波算子，其语法格式为：

h = fspecial(type)

h = fspecial(type，para)

其中type指定算子的类型，para指定相应的参数；

type的类型有：

一、'average'

averaging filter

为均值滤波，参数为hsize表明模板尺寸，默认值为【3，3】。

H = FSPECIAL('average',HSIZE) returns an averaging filter H of size数组

HSIZE. HSIZE can be a vector specifying the number of rows and columns inapp

H or a scalar, in which case H is a square matrix.

The default HSIZE is [3 3].

二、 'disk'

circular averaging filter

为圆形区域均值滤波，参数为radius表明区域半径，默认值为5.

H = FSPECIAL('disk',RADIUS) returns a circular averaging filteride

(pillbox) within the square matrix of side 2*RADIUS+1.函数

The default RADIUS is 5.

三、'gaussian'

Gaussian lowpass filterscala

为高斯低通滤波，有两个参数，hsize表示模板尺寸，默认值为【3 3】，sigma为滤波器的标准值，单位为像素，默认值为0.5.

H = FSPECIAL('gaussian',HSIZE,SIGMA) returns a rotationally3d

symmetric Gaussian lowpass filter

of size HSIZE with standardblog

deviation SIGMA (positive). HSIZE can be a vector specifying theci

number of rows and columns in H or a scalar, in which case H is ait

square matrix.io

The default HSIZE is [3 3], the default SIGMA is 0.5.

四、'laplacian' filter approximating the 2-D Laplacian operator

为拉普拉斯算子，参数alpha用于控制算子形状，取值范围为【0，1】，默认值为0.2.

H = FSPECIAL('laplacian',ALPHA) returns a 3-by-3 filter

approximating the shape of the two-dimensional Laplacian

operator. The parameter ALPHA controls the shape of the

Laplacian and must be in the range 0.0 to 1.0.

The default ALPHA is 0.2.

五、'log'

Laplacian of Gaussian filter

为拉普拉斯高斯算子，有两个参数，hsize表示模板尺寸，默认值为【3 3】，sigma为滤波器的标准差，单位为像素，默认值为0.5.

H = FSPECIAL('log',HSIZE,SIGMA) returns a rotationally symmetric

Laplacian of Gaussian filter of size HSIZE with standard deviation

SIGMA (positive). HSIZE can be a vector specifying the number of rows

and columns in H or a scalar, in which case H is a square matrix.

The default HSIZE is [5 5], the default SIGMA is 0.5.

六、'motion'

motion filter

为运动模糊算子，有两个参数，表示摄像物体逆时针方向以theta角度运动了len个像素，len的默认值为9，theta的默认值为0；

H = FSPECIAL('motion',LEN,THETA) returns a filter to approximate, once

convolved with an image, the linear motion of a camera by LEN pixels,

with an angle of THETA degrees in a counter-clockwise direction. The

filter becomes a vector for horizontal and vertical motions.

The

default LEN is 9, the default THETA is 0, which corresponds to a

horizontal motion of 9 pixels.

七、'prewitt'

Prewitt horizontal edge-emphasizing filter

用于边缘加强，大小为【3 3】，无参数

H = FSPECIAL('prewitt') returns 3-by-3 filter that emphasizes

horizontal edges by approximating a vertical gradient. If you need to

emphasize vertical edges, transpose the filter H: H'.

[1 1 1;0 0 0;-1 -1 -1].

八、'sobel'

Sobel horizontal edge-emphasizing filter

用于边缘提取，无参数

H = FSPECIAL('sobel') returns 3-by-3 filter that emphasizes

horizontal edges utilizing the smoothing effect by approximating a

vertical gradient. If you need to emphasize vertical edges, transpose

the filter H: H'.

[1 2 1;0 0 0;-1 -2 -1].

九、'unsharp'

unsharp contrast enhancement filter

为对比度加强滤波器。参数alpha用于控制滤波器的形状，范围为【0，1】，默认值为0.2.

H = FSPECIAL('unsharp',ALPHA) returns a 3-by-3 unsharp contrast

enhancement filter. FSPECIAL creates the unsharp filter from the

negative of the Laplacian filter with parameter ALPHA. ALPHA controls

the shape of the Laplacian and must be in the range 0.0 to 1.0.

The default ALPHA is 0.2.

imfilter函数

功能：对任意类型数组或多维图像进行滤波。

用法：B = imfilter(A,H)

B = imfilter(A,H,option1,option2,...)

或写做g = imfilter(f, w, filtering_mode, boundary_options, size_options)

其中，f为输入图像，w为滤波掩模，g为滤波后图像。filtering_mode用于指定在滤波过程当中是使用“相关”仍是“卷积”。boundary_options用于处理边界充零问题，边界的大小由滤波器的大小肯定。具体参数选项见下表：