Reputation: 366
In my Business Card Reader android application, I need to convert color image bitmap to black & white image bitmap (not gray scale image) for OCR text reading. so please help me to to convert color image bitmap to black & white image bitmap in android.
Upvotes: 2
Views: 5513
Reputation: 1162
You could convert the image applying a color filter in this way:
Bitmap bwBitmap = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
Canvas canvas = new Canvas(bwBitmap );
//set contrast
ColorMatrix contrastMatrix = new ColorMatrix();
//change contrast
float contrast = 50.f;
float shift = (-.5f * contrast + .5f) * 255.f;
contrastMatrix .set(new float[] {
contrast , 0, 0, 0, shift ,
0, contrast , 0, 0, shift ,
0, 0, contrast , 0, shift ,
0, 0, 0, 1, 0 });
//apply contrast
Paint contrastPaint = new Paint();
contrastPaint.setColorFilter(new ColorMatrixColorFilter(contrastMatrix ));
canvas.drawBitmap(colorBitmap, 0, 0, contrastPaint);
//set saturation
ColorMatrix saturationMatrix = new ColorMatrix();
saturationMatrix.setSaturation(0); //you set color saturation to 0 for b/w
//apply new saturation
Paint saturationPaint = new Paint();
saturationPaint.setColorFilter(new ColorMatrixColorFilter(saturationPaint));
canvas.drawBitmap(colorBitmap, 0, 0, saturationPaint);
Upvotes: 2
Reputation: 41
This question is long ago, but probably I could help other users. I also had a long search for creating (fast)a pure Black and White bitmap.
My first methode used bitmap.getPixel() and bitmap.setPixel() This took about 8s (832 x 1532) New Method took 0.4s! Thanks factor 20!
Now I load all Pixels in an int array and go so through all pixels with getPixels(..) and setPixels(..): Here my method:
public static Bitmap createBlackAndWhite(Bitmap src) {
int width = src.getWidth();
int height = src.getHeight();
Bitmap bmOut = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
final float factor = 255f;
final float redBri = 0.2126f;
final float greenBri = 0.2126f;
final float blueBri = 0.0722f;
int length = width * height;
int[] inpixels = new int[length];
int[] oupixels = new int[length];
src.getPixels(inpixels, 0, width, 0, 0, width, height);
int point = 0;
for(int pix: inpixels){
int R = (pix >> 16) & 0xFF;
int G = (pix >> 8) & 0xFF;
int B = pix & 0xFF;
float lum = (redBri * R / factor) + (greenBri * G / factor) + (blueBri * B / factor);
if (lum > 0.4) {
oupixels[point] = 0xFFFFFFFF;
}else{
oupixels[point] = 0xFF000000;
}
point++;
}
bmOut.setPixels(oupixels, 0, width, 0, 0, width, height);
return bmOut;
}
Upvotes: 4
Reputation: 444
You need to use ColorMatrix
and ColorFilter
class in android to convert to Black and White.
Use this ColorMatrix
- ColorMatrix cm1 = new ColorMatrix(new float[]{0.5f,0.5f,0.5f,0,0,
0.5f,0.5f,0.5f,0,0,
0.5f,0.5f,0.5f,0,0,
0,0,0,1,0,0,
0,0,0,0,1,0
});
Upvotes: 0