Converting images to matrix form

Hi!

I am currently doing a project on Locality-Sensitive Hashing.

One query I have is whether is it possible to use C# to convert an image to a unique matrix of high dimensions.

Any help would be greatly appreciated.


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Converting images to matrix form

  • IntMain

     TonoGam wrote:

    I am referring to whether an image could be described as a matrix in the form:

    (Image) => (x1, x2, ... , x61, x62);

    where xa is a positive integer.

    Gam


    You want to convert an nxm image to a 1xnm matrix Most people wouldn't call that a matrix; a list or a vector is much more specific.   (This is most definitely not a matrix of "high dimensions" though, unless you consider 1 dimension high).

  • SanthaMind

    Thanks for the quick reply.

    I am referring to whether an image could be described as a matrix in the form:

    (Image) => (x1, x2, ... , x61, x62);

    where xa is a positive integer.

    Gam

  • Matt Tolhurst

    You can certainly use this declaration:

    int[ ] image = { x0, x1, x2, … };

    but I think this could get a little tedious. A little more detail in your question would provoke a more accurate response.



  • VAD214

    TonoGam,
    I don't know if this is what you mean, but you can convert a bitmap to an array of bytes. What follows is a slightly modified version of an example on the MSDN (for the full example, see Bitmap.LockBits):

    private byte [] GetImageBytes (Bitmap bmp) {
    Rectangle rect =
    new Rectangle (0, 0, bmp.Width, bmp.Height);
    System.Drawing.Imaging.BitmapData bmpData = bmp.LockBits (rect, System.Drawing.Imaging.
    ImageLockMode.ReadWrite, bmp.PixelFormat);
    IntPtr ptr = bmpData.Scan0;
    // This code is specific to a bitmap with 24 bits per pixels.
    int bytes = bmp.Width * bmp.Height * 3;
    byte [] rgbValues = new byte [bytes];
    System.Runtime.InteropServices.Marshal.Copy (ptr, rgbValues, 0, bytes);
    bmp.UnlockBits (bmpData);
    return rgbValues;
    }

    The above works for 24bpp, but it's not difficult to adapt to other pixel formats.

    HTH
    --mc


  • Simon FERQUEL

    What would you expect the obstacles to be

     

    How high is ‘high’, in ‘high dimensions’

    < xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /> 

    What do you mean by ‘unique’

     



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