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How To Do Simple Ordered Dither Algorithm (Half-tone image)?

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23 Jan 2015CPOL 37.4K   1.4K   7   1
A simple ordered dither algorithm (Half-tone image)

Image 1

Introduction

We often watch newspaper graph, however, if you watch this graph detail and then you will find out it was composed of many point pixels. Now, let’s do it. We can do with self. This is for beginners. It would be fun.

Background

Equipment Operation System: Microsoft Windows 7 Professional (64 bit) Development Utility: Microsoft Visual Studio 2010

Using the Code

C++
// The height of the image.
for ( int iY = 0; iY < imageA->DibInfo->bmiHeader.biHeight; iY++ )
{
    // The height of the image.
    for ( int iX = 0; iX < imageA->DibInfo->bmiHeader.biWidth; iX++ )
    {
        // The index of pixel, because we use the three depth bit to present one pixel of color,
        // Therefore, we have to multiply three.
        lIDXA = ( iX * 3 ) + ( iY * imageA->DibInfo->bmiHeader.biWidth * 3 );
        // To get the pixel depth of the blue channel,
        byteRGB_BA = imageA->DibArry[lIDXA+0];
        // To get the pixel depth of the green channel.
        byteRGB_GA = imageA->DibArry[lIDXA+1];
        // To get the pixel depth of the red channel.
        byteRGB_RA = imageA->DibArry[lIDXA+2];
        // To transform RGB to Y (gray scale).
        dobYUV_YA =  (0.299 * byteRGB_RA + 0.587 * byteRGB_GA + 0.114 * byteRGB_BA);
        // To transform a color image to a grayscale image
        imageA->DibArry[lIDXA+0] = dobYUV_YA;
        imageA->DibArry[lIDXA+1] = dobYUV_YA;
        imageA->DibArry[lIDXA+2] = dobYUV_YA;
    } // The height of the image.
} // The height of the image.


// Ordered Dither
int  intY     = 0;
int  intX     = 0;
int  intODY   = 0;
int  intODX   = 0;
int  intGray  = 0;
int  intOD    = 0;
// Ordered Dither Matrix
int  aryOrderedDither[3][3] = {{ 28,255, 57},
                               {142,113,227},
                               {170,198, 85}};
// The height of the image. But we are stepping to three once.
for ( intY = 0; intY < imageA->DibInfo->bmiHeader.biHeight - 3; intY+=3 )
{
    // The width of the image. But we are stepping to three once.
    for ( intX = 0; intX < imageA->DibInfo->bmiHeader.biWidth - 3; intX+=3 )
    {
        // The height of the matrix.
        for ( intODY = 0; intODY < 3; intODY++ )
        {
            // The width of the matrix.
            for ( intODX = 0; intODX < 3; intODX++ )
            {
                // The index of pixel, because we use the three depth bit to present one pixel of color,
                // Therefore, we have to multiple three.
                lIDXA = ( ( intX + intODX ) * 3 ) + ( ( intY + intODY ) * 
                imageA->DibInfo->bmiHeader.biWidth * 3 );
                // To get the pixel depth of the blue channel,
                intGray = imageA->DibArry[lIDXA+0]; 
                // If the gray depth more than the matrix, it should be white.
                if ( intGray > aryOrderedDither [ intODY ][ intODX ] )
                {
                    intOD = 255;   
                }
                // Otherwise, it should be black.
                else
                {
                    intOD = 0;
                }
                // To transform gray scale image to half-tone image
                imageB->DibArry[lIDXA+0] = intOD;
                imageB->DibArry[lIDXA+1] = intOD;
                imageB->DibArry[lIDXA+2] = intOD;
            } // Closing "The width of the matrix"
        } // Closing "The height of the matrix"
    } // Closing "The width of the image"
} // Closing "The height of the image"

Exception

  1. There is a notice, if your bit depth of bitmap file is not 24 bits, you should change your bitmap files to adapt this program, or you could rewrite this source code to fit your bitmap format.
  2. You have to install Microsoft SDK v7.1, because I include windowscodes.lib.
    C++
    #pragma comment(lib, "windowscodecs.lib")

Points of Interest

Reference [1] Gary Bradski and Adrian Kaehler, “Learning OpenCV: Computer Vision with the OpenCV Library,” O’REILLY, September 2008, ISBN:978-0-596-51613-0

Acknowledge

Thank you (Microsoft Visual Studio 2010, Lenna Sjööblom) very much for this great development utility and beautiful photo.

License

This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)


Written By
Instructor / Trainer GJun Information Co.,Ltd.
Taiwan Taiwan
Dr. Lai Tai-Yu received the Ph.D. from National Taipei University of Technology in 2016. He is the co-author of 2 journal, 25 conference papers, 6 books, 9 articles in the codeproject.com, and 2 patents inventions. His research interests lie in the areas of digital image processing and AI. He is a lecturer.  

Dr Taiyu Lai. Stopień doktora, uzyskał w 2016 roku i objął stanowisko adiunkta na Wydziale. Ponadto jest autorem i współautorem: 2 publikacji artykułu w czasopiśmie naukowym, 25 artykułów opublikowanych w materiałach konferencyjnych, 6 książek, 9 eseje w monografiach codeproject.com, i posiada dwa patenty. Zainteresowania naukowe: przetwarzania obrazów i AI. Jest wykładowcą.  

赖岱佑在2016年取得台北科技大学资讯工程博士学位,有2篇期刊、25篇会议论文、6本书籍、9篇文章在 codeproject.com 、2项专利。研究方向:数字图像处理和AI。现职是一位讲师。

賴岱佑在2016年取得台北科技大學資訊工程博士學位,有2篇期刊、25篇會議論文、6本書籍、9篇文章在 codeproject.com 、2項專利。研究方向:數位影像處理和AI。現職是一位講師。

Comments and Discussions

 
QuestionNice Pin
Amarnath S24-Jan-15 4:34
professionalAmarnath S24-Jan-15 4:34 

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