Image Processing Using GDI+

学海无涯GL 2012-09-19

展开全文

Introduction

There are many image processing tools similar to what I describe in this article. In this personal tool, I have used very basic image processing algorithms. Here I have focused on brightness, color inversion, contrast, blur, sharpness, and black and white color algorithms. I have used GDI+ for loading the image into memory, with the help of formulas mentioned for each kind of image processing. The code includes the CImageProcess.cpp and CImageProcess.h files. I would like to suggest that for image processing, do not use GetPixel and SetPixel. Performance wise, they are very slow. For more information, check this article: Rotate a Bitmap at Any Angle Without GetPixel/SetPixel.

Original Image

Algorithm and Code

Brightness

An image can be light or sark. If we want to have more light in the image, we should decrease the RGB value. If we want an image to be darker, we should increase the RGB value.

Formula

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Color = Color + Value(may be –ve)
if (Color <0) Color = 0; if (Color>255) Color = 255;

For example, if we want to decrease the red color component:

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Red = Red - DecrementVal

To increase the red color component:

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Red = Red + IncrementVal

The code

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BITMAPINFO bi;
BOOL bRes;
char *buf;

// Bitmap header
bi.bmiHeader.biSize = sizeof(bi.bmiHeader);
bi.bmiHeader.biWidth = m_nWidth;
bi.bmiHeader.biHeight = m_nHeight;
bi.bmiHeader.biPlanes = 1;
bi.bmiHeader.biBitCount = 32;
bi.bmiHeader.biCompression = BI_RGB;
bi.bmiHeader.biSizeImage = m_nWidth * 4 * m_nHeight;
bi.bmiHeader.biClrUsed = 0;
bi.bmiHeader.biClrImportant = 0;

// Buffer
buf = (char *) malloc(m_nWidth * 4 * m_nHeight);
// Don't use getPixel and SetPixel.It's very slow.
// Get the all scanline.
bRes = GetDIBits(hMemDC, m_hBitmap, 0, m_nHeight, buf, &bi,
                       DIB_RGB_COLORS);
long nCount=0;
for (int i=0; i<m_nHeight; ++i)
{
    for (int j=0; j<m_nWidth; ++j)
    {
        long lVal=0;
        memcpy(&lVal, &buf[nCount], 4);
        // Get the reverse order
        int b = GetRValue(lVal);
        int g = GetGValue(lVal);
        int r = GetBValue(lVal);
        
        // Red
        r += nRedVal;
        if (r >255)
        {
            r = 255;
        }
        if (r <0)
        {
            r = 0;
        }

        // Green
        g += nGreenVal;
        if (g>255)
        {
            g = 255;
        }
        if (g<0)
        {
            g = 0;
        }

        // Blue
        b += nBlueVal;
        if (b >255)
        {
            b = 255;
        }
        if (b<0)
        {
            b = 0;
        }
        
        // Store reverse order
        lVal = RGB(b, g, r);
        memcpy(&buf[nCount], &lVal, 4);

    // Increment with 4. RGB color take 4 bytes. 
    // The high-order byte must be zero
    // See in MSDN COLORREF
        nCount+=4;
      }
    }

    // Set again
    SetDIBits(hMemDC, m_hBitmap, 0, bRes, buf,  &bi,
                       DIB_RGB_COLORS);    
    free(buf);

Invert Color

When we invert color, we get the opposite colors of the current pixels.

Formula

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Color = 255 – Color; if (Color <0) Color = 0;
if (Color>255) Color = 255;

The code

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// Same header format
for (int i=0; i<m_nHeight; ++i)
{
    for (int j=0; j<m_nWidth; ++j)
    {
        long lVal=0;
        memcpy(&lVal, &buf[nCount], 4);
        int b = 255-GetRValue(lVal);
        int g = 255-GetGValue(lVal);
        int r = 255-GetBValue(lVal);
            
        lVal = RGB(b, g, r);
            
        memcpy(&buf[nCount], &lVal, 4);
        nCount+=4;
    }
}

Contrast Color

Contrasting colors are colors that are opposite on the color wheel. In a high contrast image, you can see definite edges, and the different elements of that image are accented. In a low contrast image, all the colors are nearly the same, and it's hard to make out the details.

Formula

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Color = (((Color - 128) * ContrastVal) / 100) +128
if (Color <0) Color = 0; if (Color>255) Color = 255;

Here, the contrast value is between 0 and 200.

The code

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for (int i=0; i<m_nHeight; ++i)
{
    for (int j=0; j<m_nWidth; ++j)
    {            
        long lVal=0;
        memcpy(&lVal, &buf[nCount], 4);
        // Get from buffer in reverse order
        int b = GetRValue(lVal);
        int g = GetGValue(lVal);
        int r = GetBValue(lVal);

        r = ((r-128)*nContrastVal)/100 +128;
        g = ((g-128)*nContrastVal)/100 +128;
        b = ((b-128)*nContrastVal)/100 +128;            
        
        // Red
        if (r >255)
        {
            r = 255;
        }
        if (r <0)
        {
            r = 0;
        }
            
        // Green
        if (g>255)
        {
            g = 255;
        }
        if (g<0)
        {
            g = 0;
        }

        // Blue            
        if (b >255)
        {
            b = 255;
        }
        if (b<0)
        {
            b = 0;
        }

        // Store in reverse order            
        lVal = RGB((int)b, (int)g, (int)r);
        
        memcpy(&buf[nCount], &lVal, 4);
        nCount+=4;
    }
}

Blur

Blur is the well-known effect on computer screens, in fact on all pixel devices, where the diagonal and curved lines are displayed as a series of little zigzag horizontal and vertical lines.

Formula

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Color = (C1+C2+C3+C4+C5)/5

For more details about blur and anti-aliasing check this article: Creating graphics for the Web: Anti-aliasing.

Here, C1 is the current pixel. C2, C3, C4, and C5 are the nearby pixels.

The code

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pOriBuf = (char *) malloc(m_nWidth * 4 * m_nHeight);
// Store new value into tempravary buffer
char *tmpBuf = (char *) malloc(m_nWidth * 4 * m_nHeight);
bRes = GetDIBits(hMemDC, m_hBitmap, 0, m_nHeight, pOriBuf, &bi,
                       DIB_RGB_COLORS);    
long nCount=0;
long c1, c2, c3, c4, c5;

// Retrive from original buffer
// Caluculate the value and store new value into tmpBuf
for (int i=0; i<m_nHeight; ++i)
{
    for (int j=0; j<m_nWidth; ++j)
    {
        long lVal=0;
        memcpy(&lVal, &pOriBuf[nCount], 4);
        int b = GetRValue(lVal);
        int g = GetGValue(lVal);
        int r = GetBValue(lVal);

        c1 = r;
        // Red
        if ((nCount < ((m_nHeight-1)*m_nWidth*4l)) && 
            (nCount > (m_nWidth*4)))
        {
            memcpy(&lVal, &pOriBuf[nCount-(m_nWidth*4l)], 4);
            c2 = GetBValue(lVal);
    
            memcpy(&lVal, &pOriBuf[nCount+4], 4);
            c3 = GetBValue(lVal);
    
            memcpy(&lVal, &pOriBuf[(nCount+(m_nWidth*4l))], 4);
            c4 = GetBValue(lVal);
    
            memcpy(&lVal, &pOriBuf[nCount-4], 4);
            c5 = GetBValue(lVal);
                    
            r = (c1+c2+c3+c4+c5)/5;
        }

        // Green
        c1 = g;
        if ((nCount < ((m_nHeight-1)*m_nWidth*4l)) && 
            (nCount > (m_nWidth*4)))
        {
            memcpy(&lVal, &pOriBuf[(nCount-(m_nWidth*4l))], 4);
            c2 = GetGValue(lVal);
    
            memcpy(&lVal, &pOriBuf[nCount+4], 4);
            c3 = GetGValue(lVal);
    
            memcpy(&lVal, &pOriBuf[(nCount+(m_nWidth*4l))], 4);
            c4 = GetGValue(lVal);
    
            memcpy(&lVal, &pOriBuf[nCount-4], 4);
            c5 = GetGValue(lVal);
    
            g = (c1+c2+c3+c4+c5)/5;
        }

        // Blue
        c1 = b;
        if ((nCount < ((m_nHeight-1)*m_nWidth*4l)) && 
            (nCount > (m_nWidth*4)))
        {
            memcpy(&lVal, &pOriBuf[(nCount-(m_nWidth*4l))], 4);
            c2 = GetRValue(lVal);
    
            memcpy(&lVal, &pOriBuf[nCount+4], 4);
            c3 = GetRValue(lVal);
    
            memcpy(&lVal, &pOriBuf[(nCount+(m_nWidth*4l))], 4);
            c4 = GetRValue(lVal);
    
            memcpy(&lVal, &pOriBuf[nCount-4], 4);
            c5 = GetRValue(lVal);
    
            b = (c1+c2+c3+c4+c5)/5;
        }

        // Store in reverse order
        lVal = RGB(b, g, r);
                
        memcpy(&tmpBuf[nCount], &lVal, 4);
    
        nCount+=4;
    }
}

// Store tmpBuf
SetDIBits(hMemDC, m_hBitmap, 0, bRes, 
          tmpBuf,  &bi, DIB_RGB_COLORS);

free(pOriBuf);
free(tmpBuf);

Sharpness

Formula

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Color = (C1*5) – (C2+C3+C4+C5).
if (Color <0) Color = 0; if (Color>255) Color = 255;

The code

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for (int i=0; i<m_nHeight; ++i)
{
    for (int j=0; j<m_nWidth; ++j)
    {
        long lVal=0;
        memcpy(&lVal, &pOriBuf[nCount], 4);
        int b = GetRValue(lVal);
        int g = GetGValue(lVal);
        int r = GetBValue(lVal);
    
        c1 = r;
        // Red
        if ((nCount < ((m_nHeight-1)*m_nWidth*4l)) && (nCount > (m_nWidth*4)))
        {
            memcpy(&lVal, &pOriBuf[nCount-(m_nWidth*4l)], 4);
            c2 = GetBValue(lVal);
        
            memcpy(&lVal, &pOriBuf[nCount+4], 4);
            c3 = GetBValue(lVal);
        
            memcpy(&lVal, &pOriBuf[(nCount+(m_nWidth*4l))], 4);
            c4 = GetBValue(lVal);
        
            memcpy(&lVal, &pOriBuf[nCount-4], 4);
            c5 = GetBValue(lVal);
        
            r = (c1*5) - (c2+c3+c4+c5);
        }

        // Green
        c1 = g;
        if ((nCount < ((m_nHeight-1)*m_nWidth*4l)) && (nCount > (m_nWidth*4)))
        {
            memcpy(&lVal, &pOriBuf[(nCount-(m_nWidth*4l))], 4);
            c2 = GetGValue(lVal);
        
            memcpy(&lVal, &pOriBuf[nCount+4], 4);
            c3 = GetGValue(lVal);
        
            memcpy(&lVal, &pOriBuf[(nCount+(m_nWidth*4l))], 4);
            c4 = GetGValue(lVal);
        
            memcpy(&lVal, &pOriBuf[nCount-4], 4);
            c5 = GetGValue(lVal);
        
            g = (c1*5) - (c2+c3+c4+c5);
        }

        // Blue
        c1 = b;
        if ((nCount < ((m_nHeight-1)*m_nWidth*4l)) && (nCount > (m_nWidth*4)))
        {
            memcpy(&lVal, &pOriBuf[(nCount-(m_nWidth*4l))], 4);
            c2 = GetRValue(lVal);
        
            memcpy(&lVal, &pOriBuf[nCount+4], 4);
            c3 = GetRValue(lVal);
        
            memcpy(&lVal, &pOriBuf[(nCount+(m_nWidth*4l))], 4);
            c4 = GetRValue(lVal);
        
            memcpy(&lVal, &pOriBuf[nCount-4], 4);
            c5 = GetRValue(lVal);
        
            b = (c1*5) - (c2+c3+c4+c5);
        }

        // Red
        if (r >255)
        {
            r = 255;
        }
        if (r <0)
        {
            r = 0;
        }
        
        // Green
        if (g>255)
        {
            g = 255;
        }
        if (g<0)
        {
            g = 0;
        }

        // Blue
        if (b >255)
        {
            b = 255;
        }
        if (b<0)
        {
            b = 0;
        }
        
        // Store in reverse order
        lVal = RGB(b, g, r);
        
        memcpy(&tmpBuf[nCount], &lVal, 4);
        
        nCount+=4;
    }
}

Black and white color

Black and white images can be arrived at by giving the same color value for Red, Green, and Blue.

Formula

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Color = (R+G+B)/3; R = Color; G = Color; B = Color;

The code

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for (int i=0; i<m_nHeight; ++i)
{
    for (int j=0; j<m_nWidth; ++j)
    {
        long lVal=0;
        memcpy(&lVal, &buf[nCount], 4);
        // Get the color value from buffer
        int b = GetRValue(lVal);
        int g = GetGValue(lVal);
        int r = GetBValue(lVal);

        // get the average color value
        lVal = (r+g+b)/3;

        // assign to RGB color            
        lVal = RGB(lVal, lVal, lVal);
        memcpy(&buf[nCount], &lVal, 4);

        nCount+=4;
    }
}