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| author | priyanka | 2015-06-24 15:03:17 +0530 |
|---|---|---|
| committer | priyanka | 2015-06-24 15:03:17 +0530 |
| commit | b1f5c3f8d6671b4331cef1dcebdf63b7a43a3a2b (patch) | |
| tree | ab291cffc65280e58ac82470ba63fbcca7805165 /3176/CH4/EX4.18 | |
| download | Scilab-TBC-Uploads-b1f5c3f8d6671b4331cef1dcebdf63b7a43a3a2b.tar.gz Scilab-TBC-Uploads-b1f5c3f8d6671b4331cef1dcebdf63b7a43a3a2b.tar.bz2 Scilab-TBC-Uploads-b1f5c3f8d6671b4331cef1dcebdf63b7a43a3a2b.zip | |
initial commit / add all books
Diffstat (limited to '3176/CH4/EX4.18')
| -rw-r--r-- | 3176/CH4/EX4.18/Ex4_18.sce | 108 | ||||
| -rw-r--r-- | 3176/CH4/EX4.18/Ex_4_18_2.jpeg | bin | 0 -> 46176 bytes | |||
| -rw-r--r-- | 3176/CH4/EX4.18/Ex_4_18_4.jpeg | bin | 0 -> 64744 bytes |
3 files changed, 108 insertions, 0 deletions
diff --git a/3176/CH4/EX4.18/Ex4_18.sce b/3176/CH4/EX4.18/Ex4_18.sce new file mode 100644 index 000000000..8a3e54776 --- /dev/null +++ b/3176/CH4/EX4.18/Ex4_18.sce @@ -0,0 +1,108 @@ +//Ex4_18
+//Image Smoothing Using Gaussian Lowpass Filter.
+// Version : Scilab 5.4.1
+// Operating System : Window-xp, Window-7
+//Toolbox: Image Processing Design 8.3.1-1
+//Toolbox: SIVP 0.5.3.1-2
+//Reference book name : Digital Image Processing
+//book author: Rafael C. Gonzalez and Richard E. Woods
+
+clc;
+close;
+clear;
+xdel(winsid())//to close all currently open figure(s).
+
+function[H]=lowpassfilter(type1,M,N,D0,n)//lowpassfilter is used to filter an image .
+ u=0:(M-1);
+ v=0:(N-1);
+ idx=find(u>M/2);
+ u(idx)=u(idx)-M;
+ idy=find(v>N/2);
+ v(idy)=v(idy)-N;
+ [U,V]=meshgrid(v,u);
+ D=sqrt(U.^2+V.^2);
+ select type1
+
+ case'gaussian'then
+ H=exp(-(D.^2)./(2*(D0^2)));
+ else
+ disp('Unknownfiltertype.')
+ end
+endfunction
+
+
+
+/////////////////////////////////// Main Programm ////////////////////////////////
+a=imread("Ex4_18.tif");
+//gray=rgb2gray(a);
+gray=im2double(a);
+
+figure,ShowImage(gray,'Gray Image');
+title('Original Image');
+[M,N]=size(gray);
+
+h=fft2(gray);//fft2() is used to find 2-Dimensional Fast Fourier Transform of an matrix
+i=log(1+abs(h));
+in=fftshift(i);//fftshift() is used to rearrange the fft output, moving the zero frequency to the center of the spectrum.
+inm=mat2gray(in)
+figure,ShowImage(inm,'Frequency Spectrum');
+title('Frequency Spectrum','color','blue','fontsize',4);
+
+/////////////////////////// Filtering With Cut-off Frequency 10 ///////////////////////
+filt=lowpassfilter('gaussian',M,N,10); // Function which generate Filter Mask Corresponding to Low Frequency
+//filt_shift=fftshift(filt);
+//figure,ShowImage(filt_shift,'Filter Mask');
+//title('Filter Mask to Specific Cut-Off Frequency');
+n=filt.*h;//Multiply the Original Spectrum with the Filter Mask.
+Image_filter=real(ifft(n));
+Image_filter=mat2gray(Image_filter)
+figure,ShowImage(Image_filter,'Filtered Image');
+title('Filtered Image with Cut-Off Frequency 10','color','blue','fontsize',4);
+
+
+/////////////////////////// Filtering With Cut-off Frequency 30 ///////////////////////
+filt=lowpassfilter('gaussian',M,N,30); // Function which generate Filter Mask Corresponding to Low Frequency
+//filt_shift=fftshift(filt);
+//figure,ShowImage(filt_shift,'Filter Mask');
+//title('Filter Mask to Specific Cut-Off Frequency');
+n=filt.*h;//Multiply the Original Spectrum with the Filter Mask.
+Image_filter=real(ifft(n));
+Image_filter=mat2gray(Image_filter)
+figure,ShowImage(Image_filter,'Filtered Image');
+title('Filtered Image with Cut-Off Frequency 30','color','blue','fontsize',4);
+
+
+/////////////////////////// Filtering With Cut-off Frequency 60 ///////////////////////
+filt=lowpassfilter('gaussian',M,N,60); // Function which generate Filter Mask Corresponding to Low Frequency
+//filt_shift=fftshift(filt);
+//figure,ShowImage(filt_shift,'Filter Mask');
+//title('Filter Mask to Specific Cut-Off Frequency');
+n=filt.*h;//Multiply the Original Spectrum with the Filter Mask.
+Image_filter=real(ifft(n));
+Image_filter=mat2gray(Image_filter)
+figure,ShowImage(Image_filter,'Filtered Image');
+title('Filtered Image with Cut-Off Frequency 60','color','blue','fontsize',4);
+
+
+/////////////////////////// Filtering With Cut-off Frequency 160 ///////////////////////
+filt=lowpassfilter('gaussian',M,N,160); // Function which generate Filter Mask Corresponding to Low Frequency
+//filt_shift=fftshift(filt);
+//figure,ShowImage(filt_shift,'Filter Mask');
+//title('Filter Mask to Specific Cut-Off Frequency');
+n=filt.*h;//Multiply the Original Spectrum with the Filter Mask.
+Image_filter=real(ifft(n));
+Image_filter=mat2gray(Image_filter)
+figure,ShowImage(Image_filter,'Filtered Image');
+title('Filtered Image with Cut-Off Frequency 160','color','blue','fontsize',4);
+
+
+/////////////////////////// Filtering With Cut-off Frequency 460 ///////////////////////
+filt=lowpassfilter('gaussian',M,N,460); // Function which generate Filter Mask Corresponding to Low Frequency
+//filt_shift=fftshift(filt);
+//figure,ShowImage(filt_shift,'Filter Mask');
+//title('Filter Mask to Specific Cut-Off Frequency');
+n=filt.*h;//Multiply the Original Spectrum with the Filter Mask.
+Image_filter=real(ifft(n));
+Image_filter=mat2gray(Image_filter)
+figure,ShowImage(Image_filter,'Filtered Image');
+title('Filtered Image with Cut-Off Frequency 460','color','blue','fontsize',4);
diff --git a/3176/CH4/EX4.18/Ex_4_18_2.jpeg b/3176/CH4/EX4.18/Ex_4_18_2.jpeg Binary files differnew file mode 100644 index 000000000..a1ab1a125 --- /dev/null +++ b/3176/CH4/EX4.18/Ex_4_18_2.jpeg diff --git a/3176/CH4/EX4.18/Ex_4_18_4.jpeg b/3176/CH4/EX4.18/Ex_4_18_4.jpeg Binary files differnew file mode 100644 index 000000000..2ab6ae851 --- /dev/null +++ b/3176/CH4/EX4.18/Ex_4_18_4.jpeg |
