figure, imshow(filteredRGB)

Matlab 的fspecial函數(shù)用法

fspecial函數(shù)用于建立預(yù)定義的濾波算子，其語法格式為：

h = fspecial(type)

h = fspecial(type，para)

其中type指定算子的類型，para指定相應(yīng)的參數(shù)；

type的類型有：

1、'average'

averaging filter

為均值濾波，參數(shù)為hsize代表模板尺寸，默認值為【3，3】。

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

HSIZE. HSIZE can be a vector specifying the number of rows andcolumns in

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

The default HSIZE is [3 3].

2、 'disk'

circular averaging filter

為圓形區(qū)域均值濾波，參數(shù)為radius代表區(qū)域半徑，默認值為5.

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

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

The default RADIUS is 5.

3、'gaussian'

Gaussian lowpass filter

為高斯低通濾波，有兩個參數(shù)，hsize表示模板尺寸，默認值為【33】，sigma為濾波器的標(biāo)準(zhǔn)值，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 specifyingthe

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

square matrix.

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

4、'laplacian' filter approximating the 2-D Laplacianoperator

為拉普拉斯算子，參數(shù)alpha用于控制算子形狀，取值范圍為【0，1】，默認值為0.2.

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

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.

5、'log'

Laplacian of Gaussian filter

為拉普拉斯高斯算子，有兩個參數(shù)，hsize表示模板尺寸，默認值為【33】，sigma為濾波器的標(biāo)準(zhǔn)差，單位為像素，默認值為0.5.

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

Laplacian of Gaussian filter of size HSIZE with standarddeviation

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

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

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

6、'motion'

motion filter

為運動模糊算子，有兩個參數(shù)，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 toapproximate, once

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

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 toa

horizontal motion of 9 pixels.

7、'prewitt'

Prewitt horizontal edge-emphasizing filter

用于邊緣增強，大小為【3 3】，無參數(shù)

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

horizontal edges by approximating a vertical gradient. If youneed to

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

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

8、'sobel'

Sobel horizontal edge-emphasizing filter

用于邊緣提取，無參數(shù)

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

horizontal edges utilizing the smoothing effect by approximatinga

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

the filter H: H'.

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

9、'unsharp'

unsharp contrast enhancement filter

為對比度增強濾波器。參數(shù)alpha用于控制濾波器的形狀，范圍為【0，1】，默認值為0.2.

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

enhancement filter. FSPECIAL creates the unsharp filter fromthe

negative of the Laplacian filter with parameter ALPHA. ALPHAcontrols

the shape of the Laplacian and must be in the range 0.0 to1.0.

The default ALPHA is 0.2

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