public static Bitmap convertGreyImg(Bitmap img) {
        int width = img.getWidth();         //获取位图的宽
        int height = img.getHeight();       //获取位图的高

        int[] pixels = new int[width * height]; //通过位图的大小创建像素点数组

        img.getPixels(pixels, 0, width, 0, 0, width, height);
        int alpha = 0xFF << 24;
        for (int i = 0; i < height; i++) {
            for (int j = 0; j < width; j++) {
                int original = pixels[width * i + j];
                int red = ((original & 0x00FF0000) >> 16);
                int green = ((original & 0x0000FF00) >> 8);
                int blue = (original & 0x000000FF);

                int grey = (int) ((float) red * 0.3 + (float) green * 0.59 + (float) blue * 0.11);
                grey = alpha | (grey << 16) | (grey << 8) | grey;
                pixels[width * i + j] = grey;
            }
        }
        Bitmap result = Bitmap.createBitmap(width, height, Bitmap.Config.RGB_565);
        result.setPixels(pixels, 0, width, 0, 0, width, height);
        return result;
    }

参考资料:Android实现图片相似度

去看下Android的这个类ColorMatrix
Android的矩阵(一)：ColorMatrix