How to image de-noise whit (Wavelet) using dwt3 and idwt3

2 views (last 30 days)
Hello
I have implemented using dwt2 and idwt2
But I have not used dwt3 and idwt3 so far. Is it possible to help me with these commands to de-noiseize ??
Thank you
My code:
pic=imread('lena.jpg');
pic1=rgb2gray(pic);
pic11=im2double(pic1);
pic2 = imnoise(pic1,'gaussian',0.0001);
pic3=im2double(pic2);
%%%%%%Symlet%%%%%%%%%%%%
wavename='sym2';
[LoD,HiD]=wfilters(wavename,'d');
%First level
[cA,cH,cV,cD]=dwt2(pic3,LoD,HiD,'mode','per');
%Second level
[cAA,cAH,cAV,cAD]=dwt2(cA,LoD,HiD,'mode','per');
Level1=[Norm(cAA),Norm(cAH);Norm(cAV),Norm(cAD)];
pic4=([Level1,Norm(cH);Norm(cV),Norm(cD)]);
%%%%%%%%Inverse%%%%%%%%%%
Tr=0.3;
cAH1=cAH;cAH1(abs(cAH1)<Tr)=0;
cAV1=cAV;cAV1(abs(cAV1)<Tr)=0;
cAD1=cAD;cAD1(abs(cAD1)<Tr)=0;
cH1=cH;cH1(abs(cH1)<Tr)=0;
cV1=cV;cV1(abs(cV1)<Tr)=0;
cD1=cD;cD1(abs(cD1)<Tr)=0;
cAr=idwt2(cAA,cAH1,cAV1,cAD1,wavename,size(cA));
pic5=idwt2(cAr,cH1,cV1,cD1,wavename,size(pic3));
Level2=[Norm(cAA),Norm(cAH1);Norm(cAV1),Norm(cAD1)];
pic6=([Level2,Norm(cH1);Norm(cV1),Norm(cD1)]);
%%%%%%Soft Thresholding%%%%%%%
cAH2=abs(cAH1-Tr);
cAV2=abs(cAV1-Tr);
cAD2=abs(cAD1-Tr);
cH2=abs(cH1-Tr);
cV2=abs(cV1-Tr);
cD2=abs (cD1-Tr);
cAr2=idwt2(cAA,cAH2,cAV2,cAD2,wavename,size(cA));
pic7=idwt2(cAr2,cH1,cV1,cD1,wavename,size(pic3));
Level2=[Norm(cAA),Norm(cAH2);Norm(cAV2),Norm(cAD2)];
pic8=([Level2,Norm(cH2);Norm(cV2),Norm(cD2)]);

Answers (0)

Categories

Find more on Wavelet Toolbox in Help Center and File Exchange

Products


Release

R2020a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!