First of all convert byte array into bitmap
Bitmap bitmap = BitmapFactory.decodeByteArray(byteArray, 0, bitmapdata.length);
Then You can convert the image to monochrome 32bpp using a ColorMatrix.
Bitmap bmpMonochrome = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
Canvas canvas = new Canvas(bmpMonochrome);
ColorMatrix ma = new ColorMatrix();
ma.setSaturation(0);
Paint paint = new Paint();
paint.setColorFilter(new ColorMatrixColorFilter(ma));
canvas.drawBitmap(bmpSrc, 0, 0, paint);
That simplifies the color->monochrome conversion. Now you can just do a getPixels() and read the lowest byte of each 32-bit pixel. If it's <128 it's a 0, otherwise it's a 1.
You can try this to convert each pixel into HSV space and use the value to determine if the Pixel on the target image should be black or white:
Bitmap bwBitmap = Bitmap.createBitmap( bitmap.getWidth(), bitmap.getHeight(), Bitmap.Config.RGB_565 );
float[] hsv = new float[ 3 ];
for( int col = 0; col < bitmap.getWidth(); col++ ) {
for( int row = 0; row < bitmap.getHeight(); row++ ) {
Color.colorToHSV( bitmap.getPixel( col, row ), hsv );
if( hsv[ 2 ] > 0.5f ) {
bwBitmap.setPixel( col, row, 0xffffffff );
} else {
bwBitmap.setPixel( col, row, 0xff000000 );
}
}
}
return bwBitmap;