fspecial

fspecial，計算機語言，用於建立預定義的濾波運算元。

基本介紹

• 中文名：fspecial函式
• 外文名：fspecial
• 用途：用於建立預定義的濾波運算元
• 類型：函式名稱

fspecial函式

用於建立預定義的濾波運算元，其語法格式為：

h = fspecial(type)

h = fspecial(type，para)

其中type指定運算元的類型，para指定相應的參數；

type的類型有

'average'

averaging filter

為均值濾波，參數為hsize代表模板尺寸，默認值為[3，3]。

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

HSIZE. 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 [3 3].

'disk'

circular averaging filter

為圓形區域均值濾波，參數為radius代表區域半徑，默認值為5.

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

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

The default RADIUS is 5.

'gaussian'

Gaussian lowpass filter

為高斯低通濾波，有兩個參數，hsize表示模板尺寸，默認值為[3 3]，sigma為濾波器的標準差，單位為像素，默認值為0.5.

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

symmetric Gaussian lowpass 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 [3 3], the default SIGMA is 0.5.

'laplacian'

filter approximating the 2-D Laplacian operator

為拉普拉斯運算元，參數alpha用於控制運算元形狀，取值範圍為[0，1]，默認值為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.

'log'

Laplacian of Gaussian filter

為拉普拉斯高斯運算元，有兩個參數，hsize表示模板尺寸，默認值為[3 3]，sigma為濾波器的標準差，單位為像素，默認值為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.

'motion'

motion filter

為運動模糊運算元，有兩個參數，表示攝像物體逆時針方向以theta角度運動了len個像素，len的默認值為9，theta的默認值為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.

'prewitt'

Prewitt horizontal edge-emphasizing filter

用於邊緣增強，大小為[3 3]，無參數

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].

'sobel'

Sobel horizontal edge-emphasizing filter

用於邊緣提取，無參數

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].

'unsharp'

unsharp contrast enhancement filter

為對比度增強濾波器。參數alpha用於控制濾波器的形狀，範圍為[0，1]，默認值為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.