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图像处理课程设计报告


摘要:MATLAB 和 Mathematica、Maple 并称为三大数学软件。它在数学类科技应用软件
在数值计算方面首屈一指。MATLAB 可以进行矩阵运算、绘制函数和数据、实现算法、创 用户界面、连 接其他编程语言的程序等,主要应用于工程计算、控制设计、信号处理与通讯、图像处理、 信号检测、金融建模设计与分析等领域。 数字图像处理(DigitalImageProce

ssing)是通过计算机对图像进行去除噪声、增强、复原、 分割、 提取特征等处理的方法和技术。 数字图像处理的产生和迅速发展主要受三个因素的影 响:一是计算机的发展;二是数学的发展(特别是离散数学理论的创立和完善);三是广泛的农 牧业、林业、环境、军事、工业和医学等方面的应用需求的增长。

关键词: 关键词:MATLAB,数字图像处理 一.课程设计目的
1、提高分析问题、解决问题的能力,进一步巩固数字图像处理系统中的基 本原理与方法。 2、熟悉掌握一门计算机语言,可以进行数字图像的应用处理的开发设计

二. 课程设计的内容
MATLAB GUI 程序设计,利用 MATLAB 图像处理工具箱。 要求:按照软件工程方法,根据需求进行程序的功能分析和界面设计,给出设计详细说 明。然后按照自己拟定的功能要求进行程序设计和调试。 以下几点是程序实现的功能。 1)能对图像文件(bmp、 jpg、 tiff、 gif 等)进行打开、保存、另存、打印、退出等 功能操作。 (2)能对图像进行直方图统计,包括 R 直方图,直方图统计,直放图均衡,周长和面 积计算,区域图面积统计。 (3)能对图像进行图像变化处理,包括小波变换,傅里叶变换,快速傅里叶变化,快速 逆变换,傅里叶逆变换,离散余弦变换。 (4)能对图像进行滤波处理,包括低通滤波,平滑滤波,自适应滤波。 (5)能对图像进行频域增强处理,包括同态滤波,高频锐化。 (6)能对图像进行噪声添加处理,包括椒盐噪声,加性噪声,高斯噪声。 (7)能对图像进行图像滤波器处理,包括高通滤波器,低通滤波器。

三、总体方案设计
通过 MATLAB 的 GUI 设计界面,实现打开,保存,退出,打印功能,设计对比 示区,功能按钮,实现各种图形处理的基本功能。 示区,功能按钮,实现各种图形处理的基本功能。

四、各个功能模块的主要实现程序
在 gui 界面上创建一系列的按钮以实现各种功能。其实现语句如下: 打开程序:
function OPEN_Callback(hObject, eventdata, handles) % hObject handle to OPEN (see GCBO)

% eventdata % handles

reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

[name,path]=uigetfile({'*.jpg';'*.bmp';'*.gif';'*.tif'},'????????'); if isequal(name,0)isequal(path,0) errordlg('????????????','???í'); return else x=imread([path,name]); axes(handles.axes1); imshow(x); handles.img=x; handles.noise_img=x; guidata(hObject,handles) end

保存程序:
function save_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to save (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

[filename,pathname] = uiputfile({'*.jpg';'*.bmp';'*.gif';'*.tif'},'????±?????'); if isequal([filename,pathname],[0,0]) errordlg('????±???','???í'); return; else file=strcat(pathname,filename); (handles.axes1); i=getimage(gca); imwrite(i,file);

打印程序:
function dayin_Callback(hObject, eventdata, handles) % hObject % eventdata % handles printpreview printpreview(f) handle to dayin (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

退出程序:
function tuichu_Callback(hObject, eventdata, handles) % hObject % eventdata % handles % hObject % eventdata handle to tuichu (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA) handle to quit (see GCBO) reserved - to be defined in a future version of MATLAB

% handles

structure with handles and user data (see GUIDATA)

button = questdlg('?ú?·?¨??????±????ò????','?·?¨??×÷'); switch button case 'Yes' close(gcf); case 'No' end;

然后制作axes1并建立面板,修改颜色和名称,即界面中的function,再在面板 上添加按钮 1. R直方图按钮程序:
function RZHIFANGTU_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to RZHIFANGTU (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

set(handles.axes1,'HandleVisibility','ON'); axes(handles.axes1); x=imhist(handles.img(:,:,1)); x1=x(1:10:256); horz=1:10:256; bar(horz,x1); set(handles.axes1,'xtick',0:50:255); %?±·???????

2.直方图统计按钮:
function zhifangtutongji_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to zhifangtutongji (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

set(handles.axes1,'HandleVisibility','ON'); axes(handles.axes1); x=imhist(handles.img(:,:,1)); x1=x(1:10:256); horz=1:10:256; bar(horz,x1); axes(handles.axes1); set(handles.axes1,'xtick',0:50:255); % hObject % eventdata % handles handle to tongji (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA) %?±·???????

% --- Executes on button press in zhifangtujunheng.

3.直方图统计按钮程序:
function zhifangtujunheng_Callback(hObject, eventdata, handles)

% hObject % eventdata % handles

handle to zhifangtujunheng (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

set(handles.axes1,'HandleVisibility','ON'); axes(handles.axes1); if isrgb(handles.img) a=histeq(handles.img(:,:,1)); b=histeq(handles.img(:,:,2)); c=histeq(handles.img(:,:,3)); k(:,:,1)=a; k(:,:,2)=b; k(:,:,3)=c; axes(handles.axes1); imshow(k); else h=histeq(handles.img); axes(handles.axes1);%?±·????ù?? imshow(h); end % hObject % eventdata % handles handle to junheng (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in mianjijisuan.

4.周长和面积计算程序:
function mianjijisuan_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to mianjijisuan (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); y=handles.img; k=rgb2gray(y); BW = im2bw(k); % ×????????????? [L,N] = bwlabel(BW,4); % ±ê×???????????????????????·? X=1;%?????????????????????????ò. [i j]=find(L==X);%??±ê×??????ò·?????????×é??. bwi=bwselect(L,i,j,4); p=bwperim(bwi); perm=sum(sum(p));%???¤. area=size(i);%????.±ê×????ò????????????????????. imshow(BW); pa=['??????????:' num2str(area) '??????']; pp=['???????¤??:' num2str(perm) '????']; xxx=[pa,pp];

title(xxx); % hObject % eventdata % handles handle to zhouchanghemianji (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA

% --- Executes on button press in pushbutton8.

5.区域图面积程序
function quyumianji_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to quyumianji (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); y=handles.img; k=rgb2gray(y); x=area(k,-2); title('???ò????????????'); set(gca,'Layer','top'); % hObject % eventdata % handles handle to quyutumianji (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in kuaisufuliyebianhuan.

6.小波变换程序:
function xiaobo_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to xiaobo (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if (isrgb(x)~=0); y=rgb2gray(x); [cA1,cH1,cV1,cD1] = dwt2(y,'bior3.7'); A1=upcoef2('a',cA1,'bior3.7',1); image(wcodemat(A1,192)); title('?ü????????A1'); else [cA1,cH1,cV1,cD1] = dwt2(x,'bior3.7'); A1=upcoef2('a',cA1,'bior3.7',1); image(wcodemat(A1,192)); end % hObject % eventdata % handles handle to xiaobobianhuan (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in ditonglvbo.

7.傅里叶变换程序:
function fuliyebianhuan_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to fuliyebianhuan (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if isrgb(x); i=fft(x); else i=fft(x); end O=fftshift(i); imshow(O); title('???¨ft±????ó??????'); % hObject % eventdata % handles handle to ft (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

8.快速傅里叶程序:
function kuaisufuliyebianhuan_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to kuaisufuliyebianhuan (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if isrgb(x) i=fftn(x); else i=fft2(x); end O=fftshift(i); imshow(O); title('fft±????ó??????'); % hObject % eventdata % handles handle to fft (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in nibianhuan.

9.快速逆变换程序;
function nibianhuan_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to nibianhuan (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if isrgb(x) i=ifftn(x); O=fftshift(i); imshow(O); title('ifft±????ó??????'); else i=ifft2(x); O=fftshift(i); imshow(O); title('ifft±????ó??????'); end % hObject % eventdata % handles handle to ifft (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

10.傅里叶逆变换程序:
function fuliyenibianhuan_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to fuliyenibianhuan (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if isrgb(x) i=ifft(x); else i=fft(x); end O=ifftshift(i); imshow(O); title('???¨ift±????ó??????');

% hObject % eventdata % handles

handle to ift (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

11.离散余弦变化程序:
function yuxuanbianhua_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to yuxuanbianhua (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if (isrgb(x)~=0); y=rgb2gray(x); i=dct(y); imshow(i); title('DCT±????ó??????'); else i=dct(x); imshow(i); title('DCT±????ó??????'); end % hObject % eventdata % handles handle to dct (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

12.低通滤波程序:
function ditonglvbo_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to ditonglvbo (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); if isrgb(handles.img) x=(handles.img); y=rgb2gray(x); h=imnoise(y,'salt & pepper',0.04); z=medfilt2(h,[5 5],'symmetric'); imshow(z); else msgbox('?????-??????????','×????§°?'); end % hObject handle to ditonglubo (see GCBO) %???·?????ù %???????¨

% eventdata % handles

reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

12.平滑滤波程序:
function pinhualvbo_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to pinhualvbo (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); axes(handles.axes1); img=(handles.img); if isrgb(img) f=rgb2gray(img); f=double(f); f=fft2(f); f=fftshift(f); [m,n]=size(f); d0=80; m1=fix(m/2); n1=fix(n/2); for i=1:m for j=1:n d=sqrt((i-m1)^2+(j-n1)^2); h(i,j)=exp(-d^2/2/d0^2); end end g=f.*h; g=ifftshift(g); g=ifft2(g); g=mat2gray(real(g)); imshow(g); else msgbox('?????-??????????','×????§°?'); end % hObject % eventdata % handles handle to pinghualubo (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA) %

% --- Executes on button press in zishiyin.

13.自适应滤波程序:
function zishiyin_Callback(hObject, eventdata, handles)

% hObject % eventdata % handles

handle to zishiyin (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); if isrgb(handles.img) x=(handles.img); y=rgb2gray(x); h=imnoise(y,'gaussian',0,0.05); z=wiener2(h,[5 5]);%×????????¨ axes(handles.axes1); imshow(z); else msgbox('?????-??????????','×????§°?'); end % hObject % eventdata % handles handle to zishiyinglubo (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA) %?????????ù

% --- Executes on button press in tongtai.

14.同态滤波程序:
function tongtai_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to tongtai (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); y=(handles.img); I=rgb2gray(y); I=im2uint8(I); [M N]=size(I); I=double(I); lnI = log(1+I); ; FI = fft2(lnI); P =fftshift(FI); for i=1:M for j=1:N D(i,j)=((i-M/2)^2+(j-N/2)^2); end end prompt={'????????:','????????'}; defans={'0','0'}; p=inputdlg(prompt,'????????:',1,defans); c=str2num(p{1});

Do=str2num(p{2}); H=(2.0-0.5)*(1-exp(c*(-D/(Do^2))))+0.5; hI=FI.*H; gI=ifft2(hI); Y=exp(gI); G=real(Y); s=uint8(G); imshow(s); % hObject % eventdata % handles handle to tongtaizq (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in gaopin.

15.高频锐化程序:
function gaopin_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to gaopin (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); if isrgb(handles.img) x=(handles.img); y=rgb2gray(x); h=[0 -1 0;-1 4 -1;0 -1 0 ]; I=imfilter(y,h); imshow(I); title('???ò?????ó??????'); end % hObject % eventdata % handles handle to gaopingruihua (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in jiaoyanzaosheng.

16.椒盐噪声程序:
function jiaoyanzaosheng_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to jiaoyanzaosheng (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

prompt={'????????:'}; %???°?ò???è???????§????????×?·???

defans={'0.02'}; p1=str2num(p{1});

%?±???? %×?·???×?????????

p=inputdlg(prompt,'??????????',1,defans); axes(handles.axes1); x=(handles.img); y=imnoise(x,'salt & pepper',p1); handles.noise_img=y; guidata(hObject,handles); imshow(y); % hObject % eventdata % handles handle to jiaoyanzaosheng (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in jiaxin.

16.加性噪声程序:
function jiaxin_Callback(hObject, eventdata, handles) % hObject % eventdata % handles handle to jiaxin (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); prompt={'????????:'}; defans={'0.02'}; p=inputdlg(prompt,'??????????',1,defans); p1=str2num(p{1}); y=imnoise(handles.img,'speckle',p1); handles.noise_img=y; guidata(hObject,handles); imshow(y); % hObject % eventdata % handles handle to jiaxingzaosheng (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

% --- Executes on button press in gaosizaosheng. % --- Executes on button press in gaotonglvboqi. 1

17.高斯噪声程序:
function gaotonglvboqi_Callback(hObject, eventdata, handles) % hObject % eventdata handle to gaotonglvboqi (see GCBO) reserved - to be defined in a future version of MATLAB

% handles % hObject % eventdata % handles %???¨???¨?÷

structure with handles and user data (see GUIDATA) handle to Gaosigaotonglb (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if isrgb(x) msgbox('????????????,?????¨?????¨???¨?÷','?§°?'); else y1=imnoise(x,'gaussian'); f=double(y1); k=fft2(f); g=fftshift(k); [M,N]=size(g); nn=2; d0=3; for i=1:M for j=1:N d=sqrt((i-m)^2+(j-n)^2); if d<=d0 h=0; else h=1; end result(i,j)=h*g(i,j); end end result=ifftshift(result); y2=ifft2(result); y3=uint8(real(y2)); imshow(y3); end % ???????¨???¨?÷???????? %??????????3 m=fix(M/2); n=fix(N/2); %?????????ù % ?????à??×??? % ??????±??? % ×??????????ó

% --- Executes on button press in batewosi.

18.高通滤波器程序:
function gaotonglvboqi_Callback(hObject, eventdata, handles) % hObject % eventdata % handles % hObject % eventdata handle to gaotonglvboqi (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA) handle to Gaosigaotonglb (see GCBO) reserved - to be defined in a future version of MATLAB

% handles %???¨???¨?÷

structure with handles and user data (see GUIDATA)

axes(handles.axes1); x=(handles.img); if isrgb(x) msgbox('????????????,?????¨?????¨???¨?÷','?§°?'); else y1=imnoise(x,'gaussian'); f=double(y1); k=fft2(f); g=fftshift(k); [M,N]=size(g); nn=2; d0=3; for i=1:M for j=1:N d=sqrt((i-m)^2+(j-n)^2); if d<=d0 h=0; else h=1; end result(i,j)=h*g(i,j); end end result=ifftshift(result); y2=ifft2(result); y3=uint8(real(y2)); imshow(y3); end % ???????¨???¨?÷???????? %??????????3 m=fix(M/2); n=fix(N/2); %?????????ù % ?????à??×??? % ??????±??? % ×??????????ó

% --- Executes on button press in batewosi.

19.低通滤波器
function batewosi_Callback(hObject, eventdata, handles) % hObject % eventdata % handles % hObject % eventdata % handles %???¨???¨?÷ axes(handles.axes1); handle to batewosi (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA) handle to Batewosidt (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

x=(handles.img); if isrgb(x) msgbox('????????????,?????¨?????¨???¨?÷','?§°?'); else y1=imnoise(x,'salt & pepper'); f=double(y1); g=fft2(f); g=fftshift(g); [M,N]=size(g); nn=2; d0=10; for i=1:M for j=1:N d=sqrt((i-m)^2+(j-n)^2); h=1/(1+0.414*(d/d0)^(2*nn)); result(i,j)=h*g(i,j); end end result=ifftshift(result); y2=ifft2(result); y3=uint8(real(y2)); imshow(y3); end % ???????¨???í?ó?????? % ???????¨???¨?÷???????? % ???×°???????(Butterworth)???¨???¨?÷ %??????????10 % ??????±??? % ×??????????ó % ?????·?????ù % ?????à??×?????MATLAB???§??????????·?????????????

m=fix(M/2); n=fix(N/2);

% --- Executes on mouse press over figure background. function figure1_ButtonDownFcn(hObject, eventdata, handles) % hObject % eventdata % handles handle to figure1 (see GCBO) reserved - to be defined in a future version of MATLAB structure with handles and user data (see GUIDATA)

五、测试和调试

原图片:

R直方图:

直方图均衡:

周长和面积计算:

区域面积图的绘制:

小波变换:

傅里叶变换:

快速逆变换:

快速傅里叶变化:

傅里叶逆变换:

离散余弦变:

低通滤波:

平滑滤波:

自适应滤波:

同态滤波:

高频锐化:

椒盐噪声:

加性噪声:

图像经过滤波器:

巴特沃斯低通滤波:

高斯高通滤波:

GUI 界面:

六、设计心得
通过自己亲自做本次设计是我受益匪浅,不仅学到很多课本里德东西更重要的是锻炼 了自己的动手能力。通过本次的数字图像处理设计,发现了自己 MATLAB 的不足之处,并对 语法和程序设计有了进一步的理解,对 GUI 有了一定的掌握,基本完成了设计要求。图像处 理应用数知识解决实际问题。

课程设计不仅让我完成了老师的课程要求,还有了一定的实际应用能力,这种学以致 用的课程对我能力提升有很大的帮助, 在老师的悉心教导对我的数字图像处理课程和其他课 程的学习有很大的启发,还要不断努力,积极学习,为将来的毕业打下坚实的基础。 通过此次学习知道自己还要非常多的东西需要补充,学习是一个积累的过程,在平时 就要注意,不要等到最后才想办法。

七:参考文献

【1】 程卫国,冯峰,姚东,徐听.MATLAB5.3 应用指南[M].北京:人民邮电出 版社
【2】《MATLAB 图像处理与识别案例精选 》 胡晓峰编著


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