LBP算法程序.rar_LBP与阈值_lbp_lbp域_像素邻域

%%%%%%%%%%%%%%%%%%%%% %% 此文件是LBP所有算法的调用示例 %%%%%%%%%%%%%%%%%%%%% clear all clc addpath(genpath(pwd));%加载文件路径 %% 基本LBP算法 SrcImage= imread('l.BMP'); lbp=LBPoriginal(SrcImage); %8邻域基本LBP lbp=LBPcircle(SrcImage,1,8); %圆域LBP figure, imshow(uint8(SrcImage)); %原图 figure, lbpimage=LBPnormalize(lbp); imshow(uint8(lbpimage)); %LBP图谱 figure, HistogramData = Histogram(SrcImage); %原图直方图 bar(HistogramData,'k'); figure, HistogramData = Histogram(lbpimage); %LBP图谱直方图 bar(HistogramData,'k'); imwrite(uint8(lbpimage),'2.bmp'); %% 旋转不变LBP %SrcImage= imread('lena.jpg'); %lbp=LBProtation(SrcImage); %8邻域旋转不变LBP %lbp=LBProtation(SrcImage,3.5,16); %圆域旋转不变LBP %figure, %imshow(uint8(SrcImage)); %原图 %figure, %lbpimage=LBPnormalize(lbp); %LBP图谱 %imshow(uint8(lbpimage)); %figure, %HistogramData = Histogram(SrcImage); %原图直方图 %bar(HistogramData,'k'); %figure, %HistogramData = Histogram(lbpimage); %LBP图谱直方图 %bar(HistogramData,'k'); %% 均匀模式LBP % SrcImage= imread('lena.jpg '); %读入图像 % lbp=LBPuniform( SrcImage,false); N=59; %8邻域均匀模式 % lbp=LBPuniform( SrcImage,true); N=10 ; %8邻域具有旋转不变性均匀模式 % lbp=LBPuniform( SrcImage,2.5, 12,false); N=135; %圆域均匀模式 % lbp=LBPuniform( SrcImage,2.5, 12,true); N=14; %圆域具有旋转不变性均匀模式 % figure, % imshow(uint8(SrcImage)); %原图 % figure, % HistogramData = Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % HistogramData = Histogram(lbp,N); %LBP图谱直方图 % bar(HistogramData,'k'); %% LBP/C % SrcImage=imread('lena.jpg'); % [lbp Contrast]=Lbpcontrast(SrcImage); %8邻域LBPC % [lbp Contrast]=Lbpcontrast(SrcImage,2.5,12); %圆域LBPC % figure, % imshow(uint8(SrcImage)); %原图 % figure, % lbpimage=LBPnormalize(lbp); % imshow(uint8(lbpimage)); %LBP图谱 % figure, % lbpimagec=LBPnormalize(Contrast); % imshow(uint8(lbpimagec)); %C图谱 % figure, % HistogramData=Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % HistogramData=Histogram(lbpimage); %LBP图谱直方图 % bar(HistogramData,'k'); % figure, % HistogramDatac=Histogram(lbpimagec); %C图谱直方图 % bar(HistogramDatac,'k'); %% LBP/VAR % SrcImage=imread('lena.jpg'); % [lbp Variance]=Lbpvariance(SrcImage); %8邻域LBPVAR % [lbp Variance]=Lbpvariance(SrcImage,2.5,12); %圆域LBPVAR % figure, % imshow(uint8(SrcImage)); %原图 % figure, % lbpimage=LBPnormalize(lbp); %LBP图谱 % imshow(uint8(lbpimage)); % figure, % lbpimagevar=LBPnormalize(Variance); %VAR图谱 % imshow(uint8(lbpimagevar)); % figure, % HistogramData=Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % HistogramData=Histogram(lbpimage); %LBP图谱直方图 % bar(HistogramData,'k'); % figure, % HistogramDatavar=Histogram(lbpimagevar); %VAR图谱直方图 % bar(HistogramDatavar,'k'); %% 多阈值LBP算法 % SrcImage=imread('lena.jpg'); % lbp=LBPmulthreshold(SrcImage,2); %8邻域多阈值LBP % lbp=LBPmulthreshold(SrcImage,2.5,12,3); %圆域多阈值LBP % figure, % imshow(uint8(SrcImage)); %原图 % figure, % lbpimage=LBPnormalize(lbp); %LBP图谱 % imshow(uint8(lbpimage)); % figure, % HistogramData = Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % HistogramData = Histogram(lbpimage); %LBP图谱直方图 % bar(HistogramData,'k'); %% 多像素块LBP算法 % SrcImage= imread('lena.jpg'); % lbp=LBPmultblock(SrcImage,2); %8邻域多像素块LBP % lbp=LBPmultblock(SrcImage,2,8,3); %圆域多像素块LBP % figure, % imshow(uint8(SrcImage)); %原图 % figure, % lbpimage=LBPnormalize(lbp); %LBP图谱 % imshow(uint8(lbpimage)); % figure, % HistogramData = Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % HistogramData = Histogram(lbpimage); %LBP图谱直方图 % bar(HistogramData,'k'); %% Improved LBP % SrcImage= imread('lena.jpg'); % lbp = LBPimproved( SrcImage,8); %8或4邻域Improved LBP % lbp = LBPimproved( SrcImage,2,8); %圆域Improved LBP % imshow(uint8(SrcImage)); %原图 % figure, % lbpimage=LBPnormalize(lbp); %LBP图谱 % imshow(uint8(lbpimage)); % figure, % HistogramData = Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % HistogramData = Histogram(lbpimage); %LBP图谱直方图 % bar(HistogramData,'k'); %% 小波多尺度LBP % SrcImage= imread('lena.jpg'); % histograms=LBPwavelet(SrcImage); %小波多尺度LBP % figure, % imshow(uint8(SrcImage)); % figure, % HistogramData = Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure % bar(uint8(histograms),'k') %% Gabor多尺度LBP % SrcImage=imread('face.bmp'); % histograms=LBPgabor(SrcImage,5,8); %Gabor多尺度LBP % figure, % imshow(uint8(SrcImage)); % figure, % HistogramData = Histogram(SrcImage); %原图直方图 % bar(HistogramData,'k'); % figure, % bar(histograms,'k')