package com.bigfat.facedetect;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.graphics.Canvas;
import android.graphics.Color;
import android.graphics.Paint;
import android.graphics.Point;
import android.graphics.PointF;
import android.graphics.Rect;
import android.media.FaceDetector;
import android.os.Bundle;
import android.os.Environment;
import android.os.Handler;
import android.os.Message;
import android.support.v7.app.ActionBarActivity;
import android.util.DisplayMetrics;
import android.util.Log;
import android.view.View;
import android.view.ViewGroup;
import android.widget.Button;
import android.widget.ImageView;
import android.widget.ProgressBar;
import android.widget.RelativeLayout;
import android.widget.Toast;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
public class MainActivity extends ActionBarActivity {
public static final String tag = "yan";
public static final int N_MAX = 2;//最大检测人脸数
private ImageView imgView;
private Button detectFaceBtn;
private FaceDetector faceDetector;
private FaceDetector.Face[] face;
private ProgressBar progressBar;
private Bitmap srcImg;//源图片
private Bitmap srcFace;//用于识别过程的Bitmap对象
//主线程中实现异步操作的Handler对象
private Handler mainHandler = new Handler() {
@Override
public void handleMessage(Message msg) {
switch (msg.what) {
case 0://检测成功
progressBar.setVisibility(View.GONE);
Bitmap b = (Bitmap) msg.obj;
imgView.setImageBitmap(b);
Toast.makeText(MainActivity.this, "检测完毕", Toast.LENGTH_SHORT).show();
break;
case 1://开始检测
showProcessBar();
break;
default:
break;
}
}
};
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_main);
initUI();
initFaceDetect();
}
/**
* 初始化UI界面
*/
public void initUI() {
//绑定控件
detectFaceBtn = (Button) findViewById(R.id.button);
imgView = (ImageView) findViewById(R.id.imageView);
//获取屏幕宽度
ViewGroup.LayoutParams params = imgView.getLayoutParams();
DisplayMetrics dm = getResources().getDisplayMetrics();
int w_screen = dm.widthPixels;
//读取源图片
srcImg = BitmapFactory.decodeResource(getResources(), R.drawable.babyface);
//修正图片显示的高宽
int h = srcImg.getHeight();
int w = srcImg.getWidth();
float r = (float) h / (float) w;
params.width = w_screen;
params.height = (int) (params.width * r);
imgView.setLayoutParams(params);
imgView.setImageBitmap(srcImg);
//为检测按钮绑定监听器
detectFaceBtn.setOnClickListener(new View.OnClickListener() {
@Override
public void onClick(View v) {
mainHandler.sendEmptyMessage(1);
new Thread() {
@Override
public void run() {
Bitmap faceBitmap = detectFace();
Message m = new Message();
m.what = 0;
m.obj = faceBitmap;
mainHandler.sendMessage(m);
}
}.start();
}
});
}
/**
* 初始化人脸识别组件
*/
public void initFaceDetect() {
srcFace = srcImg.copy(Bitmap.Config.RGB_565, true);
int w = srcFace.getWidth();
int h = srcFace.getHeight();
Log.i(tag, "待检测图像: w = " + w + "h = " + h);
faceDetector = new FaceDetector(w, h, N_MAX);
face = new FaceDetector.Face[N_MAX];
}
/**
* 检测是否为有效人脸
*
* @param rect 人脸对应的矩形对象
* @return 是否为有效人脸
*/
public boolean checkFace(Rect rect) {
int w = rect.width();
int h = rect.height();
int s = w * h;
Log.i(tag, "人脸 宽w = " + w + "高h = " + h + "人脸面积 s = " + s);
if (s < 10000) {
Log.i(tag, "无效人脸,舍弃.");
return false;
} else {
Log.i(tag, "有效人脸,保存.");
return true;
}
}
/**
* 检测人脸
*
* @return 检测并绘制眼角和脸部轮廓后的Bitmap对象
*/
public Bitmap detectFace() {
//检测人脸
int nFace = faceDetector.findFaces(srcFace, face);
Log.i(tag, "检测到人脸:n = " + nFace);
//遍历处理人脸
for (int i = 0; i < nFace; i++) {
//生成人脸矩形
FaceDetector.Face f = face[i];
PointF midPoint = new PointF();
float dis = f.eyesDistance();
f.getMidPoint(midPoint);
int dd = (int) (dis);
Point eyeLeft = new Point((int) (midPoint.x - dis / 2), (int) midPoint.y);
Point eyeRight = new Point((int) (midPoint.x + dis / 2), (int) midPoint.y);
Rect faceRect = new Rect((int) (midPoint.x - dd), (int) (midPoint.y - dd * 1.3), (int) (midPoint.x + dd), (int) (midPoint.y + dd * 1.3));
Log.i(tag, "左眼坐标 x = " + eyeLeft.x + "y = " + eyeLeft.y);
if (checkFace(faceRect)) {//检测是否为有效人脸
//在眼部和面部轮廓绘制绿色线条
Canvas canvas = new Canvas(srcFace);
Paint p = new Paint();
p.setAntiAlias(true);
p.setStrokeWidth(8);
p.setStyle(Paint.Style.STROKE);
p.setColor(Color.GREEN);
canvas.drawCircle(eyeLeft.x, eyeLeft.y, 20, p);
canvas.drawCircle(eyeRight.x, eyeRight.y, 20, p);
canvas.drawRect(faceRect, p);
}
}
//将检测并绘制后的图片保存到本地
saveBitmapAsFile(srcFace);
Log.i(tag, "保存完毕");
return srcFace;
}
/**
* 显示检测中控件
*/
public void showProcessBar() {
RelativeLayout mainLayout = (RelativeLayout) findViewById(R.id.layout_main);
progressBar = new ProgressBar(MainActivity.this, null, android.R.attr.progressBarStyleLargeInverse); //ViewGroup.LayoutParams.WRAP_CONTENT
RelativeLayout.LayoutParams params = new RelativeLayout.LayoutParams(ViewGroup.LayoutParams.WRAP_CONTENT, ViewGroup.LayoutParams.WRAP_CONTENT);
params.addRule(RelativeLayout.ALIGN_PARENT_TOP, RelativeLayout.TRUE);
params.addRule(RelativeLayout.CENTER_HORIZONTAL, RelativeLayout.TRUE);
progressBar.setVisibility(View.VISIBLE);
//progressBar.setLayoutParams(params);
mainLayout.addView(progressBar, params);
}
/**
* 将Bitmap存储为本地图片文件
*
* @param bitmap
*/
public void saveBitmapAsFile(Bitmap bitmap) {
File file = new File(Environment.getExternalStorageDirectory(), "face1.png");
Log.i(tag, "file path:" + file.getAbsolutePath());
FileOutputStream out = null;
try {
file.createNewFile();
file.setWritable(true);
out = new FileOutputStream(file);
bitmap.compress(Bitmap.CompressFormat.PNG, 100, out); // bmp is your Bitmap instance
} catch (Exception e) {
e.printStackTrace();
} finally {
try {
if (out != null) {
out.close();
}
} catch (IOException e) {
e.printStackTrace();
}
}
}
}