基于MATLAB的柑橘果实分类图像朴素贝叶斯分类器

基于MATLAB的柑橘果实分类图像朴素贝叶斯分类器 Naive Bayes Classifier To Classification Image Of Citrus Fruits With Matlab Code

function [Result]=Function_ColorToGray（CitraInput）

%get red channel
R_Channel=CitraInput（::1）;

%figure; imshow（R_Channel）; title（‘R_Channel‘）;

%get green channel
G_Channel=CitraInput（::2）;

%figure; imshow（G_Channel）; title（‘G_Channel‘）;

%get blue channel
B_Channel=CitraInput（::3）;

%figure; imshow（B_Channel）; title（‘B_Channel‘）;

% get gray image with lightness
GrayImage=（max（max（R_Channel G_Channel） B_Channel） ...
    + min（min（R_Channel G_Channel） B_Channel））./2;

%figure; imshow（GrayImage）; title（‘GrayImage lightness‘）;

% get gray image with average
GrayImage=（R_Channel+G_Channel+B_Channel）./3;

%figure; imshow（GrayImage）; title（‘GrayImage average‘）;

% get gray image with luminosity
GrayImage=0.2989 * R_Channel + 0.5870 * G_Channel + 0.1140 * B_Channel;

%figure; imshow（GrayImage）; title（‘GrayImage luminosity‘）;
Result=GrayImage;

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2013-03-14 12:28  CitrusImage\
     目录           0  2013-05-09 07:44  CitrusImage\Data Testing\
     文件       53587  2013-03-16 01:05  CitrusImage\Data Testing\CitrusLemon4.jpg
     文件       39088  2013-03-16 01:05  CitrusImage\Data Testing\CitrusLemon5.jpg
     文件       57793  2013-03-16 01:05  CitrusImage\Data Testing\CitrusNipis8.jpg
     文件       28742  2013-03-16 01:05  CitrusImage\Data Testing\CitrusNipis9.jpg
     文件       39014  2013-03-16 01:05  CitrusImage\Data Testing\CitrusOrange6.jpg
     文件       26625  2013-03-16 01:05  CitrusImage\Data Testing\CitrusOrange7.jpg
     目录           0  2013-05-09 07:10  CitrusImage\Data Training\
     文件       53595  2013-03-16 01:04  CitrusImage\Data Training\CitrusLemon1.jpg
     文件       26545  2013-03-16 01:04  CitrusImage\Data Training\CitrusLemon2.jpg
     文件       57081  2013-03-16 01:04  CitrusImage\Data Training\CitrusLemon3.jpg
     文件       28742  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis1.jpg
     文件      103578  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis2.jpg
     文件       28751  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis3.jpg
     文件      103578  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis4.jpg
     文件       69182  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis5.jpg
     文件       28802  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis6.jpg
     文件       59741  2013-03-16 01:04  CitrusImage\Data Training\CitrusNipis7.jpg
     文件       27459  2013-03-16 01:04  CitrusImage\Data Training\CitrusOrange1.jpg
     文件       27863  2013-03-16 01:04  CitrusImage\Data Training\CitrusOrange2.jpg
     文件       47538  2013-03-16 01:04  CitrusImage\Data Training\CitrusOrange3.jpg
     文件       60558  2013-03-16 01:04  CitrusImage\Data Training\CitrusOrange4.jpg
     文件       31607  2013-03-16 01:04  CitrusImage\Data Training\CitrusOrange5.jpg
     目录           0  2013-06-06 17:43  Matlab_Code_To_Classification_Citrus\
     文件     1385077  2013-03-31 22:51  Matlab_Code_To_Classification_Citrus\20130331_214946.jpg
     文件      213522  2013-03-31 22:54  Matlab_Code_To_Classification_Citrus\20130331_214946_.jpg
     文件      203877  2013-03-19 09:55  Matlab_Code_To_Classification_Citrus\citrus-icon.png
     文件         897  2012-03-03 12:16  Matlab_Code_To_Classification_Citrus\Function_ColorToGray.m
     文件        2008  2013-03-16 06:58  Matlab_Code_To_Classification_Citrus\Function_MaxFilterBiner_.m
     文件         175  2011-04-19 22:29  Matlab_Code_To_Classification_Citrus\Index2XY.m
............此处省略4个文件信息