• 彩色图像转化为灰色图像,再锐化的一个实验


    matlab命令代码;

    >> info=imfinfo('plane.jpg')

    info =

               Filename: 'plane.jpg'
            FileModDate: '16-May-2009 10:09:02'
               FileSize: 15503
                 Format: 'jpg'
          FormatVersion: ''
                  Width: 640
                 Height: 480
               BitDepth: 24
              ColorType: 'truecolor'
        FormatSignature: ''
        NumberOfSamples: 3
           CodingMethod: 'Huffman'
          CodingProcess: 'Sequential'
                Comment: {}

    >> i=imread('plane.jpg');
    >> imshow(i)
    >> y=rgb2gray(i);
    >> figure,imshow(y);
    >> g=[-1 -1 -1; -1 8-1; -1-1-1];
    ??? Error using ==> vertcat
    All rows in the bracketed expression must have the same
    number of columns.

    >> g=[-1 -1 -1; -1 8 -1 ;-1 -1 -1];
    >> h=double(i);
    >> j=conv2(h,g,'same');
    ??? Function 'conv2' is not defined for values of class 'double' and attributes 'full 3d real'.

    >> j=conv2(i,g,'same');
    Warning: CONV2 on values of class UINT8 is obsolete.
             Use CONV2(DOUBLE(A),DOUBLE(B)) or CONV2(SINGLE(A),SINGLE(B)) instead.
    > In uint8.conv2 at 11
    ??? Function 'conv2' is not defined for values of class 'double' and attributes 'full 3d real'.

    Error in ==> uint8.conv2 at 20 ( 原因在于rgb图像是三维数组,而conv是二位操作,所以必须先转化为灰度图像)
    y = conv2(varargin{:});

    >> help conv2
    CONV2 Two dimensional convolution.
        C = CONV2(A, B) performs the 2-D convolution of matrices
        A and B.   If [ma,na] = size(A) and [mb,nb] = size(B), then
        size(C) = [ma+mb-1,na+nb-1].
        C = CONV2(H1, H2, A) convolves A first with the vector H1
        along the rows and then with the vector H2 along the columns.
        C = CONV2(..., SHAPE) returns a subsection of the 2-D
        convolution with size specified by SHAPE:
          'full'  - (default) returns the full 2-D convolution,
          'same'  - returns the central part of the convolution
                    that is the same size as A.
          'valid' - returns only those parts of the convolution
                    that are computed without the zero-padded
                    edges. size(C) = [ma-mb+1,na-nb+1] when
                    all(size(A) >= size(B)), otherwise C is
                    an empty matrix [].
        If any of A, B, H1, and H2 are empty, then C is
        an empty matrix [].
        See also conv, convn, filter2 and, in the Signal Processing
        Toolbox, xcorr2.

        Overloaded functions or methods (ones with the same name in other directories)
           help uint8/conv2.m
           help uint16/conv2.m

        Reference page in Help browser
           doc conv2

    >> j=conv2(y,g,'same');
    Warning: CONV2 on values of class UINT8 is obsolete.
             Use CONV2(DOUBLE(A),DOUBLE(B)) or CONV2(SINGLE(A),SINGLE(B)) instead.
    > In uint8.conv2 at 11
    >> h=double(y); j=conv2(h,g,'same');
    >> figure ,imshow(h);title('原始图像');
    >> figure ,imshow(j);title('原始图像');
    >> h=double(y);
    >>  j=conv2(h,g,'same');
    >> figure ,imshow(j);title('原始图像');
    >> j=conv2(y,g,'same');
    Warning: CONV2 on values of class UINT8 is obsolete.
             Use CONV2(DOUBLE(A),DOUBLE(B)) or CONV2(SINGLE(A),SINGLE(B)) instead.
    > In uint8.conv2 at 11
    >> figure ,imshow(j);title('zhuangh图像');
    >> H=fspecial('sobel');
    >> I2=filter2(H,y);
    >> figure,imshow(I2);
    >> imwrite(y,'plane.bmp','bmp');
    >> info=imfinfo('plane.bmp');
    >> info (结果不尽人意,于是,我保存后检查一下图像格式,发现是'indexed' ,有点疏忽,应该调用isgray命令来分析更好)

    info =

                  Filename: 'plane.bmp'
               FileModDate: '16-May-2009 11:03:44'
                  FileSize: 308278
                    Format: 'bmp'
             FormatVersion: 'Version 3 (Microsoft Windows 3.x)'
                     Width: 640
                    Height: 480
                  BitDepth: 8
                 ColorType: 'indexed'
           FormatSignature: 'BM'
        NumColormapEntries: 256
                  Colormap: [256x3 double]
                   RedMask: []
                 GreenMask: []
                  BlueMask: []
           ImageDataOffset: 1078
          BitmapHeaderSize: 40
                 NumPlanes: 1
           CompressionType: 'none'
                BitmapSize: 307200
            HorzResolution: 0
            VertResolution: 0
             NumColorsUsed: 256
        NumImportantColors: 0

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  • 原文地址:https://www.cnblogs.com/fleetwgx/p/1458232.html
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