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Linux教程網 >> Linux編程 >> Linux編程 >> Android人臉檢測類FaceDetector

Android人臉檢測類FaceDetector

日期:2017/3/1 10:15:20   编辑:Linux編程

根據文檔描述,輸入圖片必須為Bitmap RGB565格式。
Android人臉的檢測方法是用雙眼來檢測人臉的位置,也就是說無法檢測到嘴、側臉等,雙眼必須同時可見,並且眼鏡會影響檢測的效果。
實際上,FaceDetector檢測到的並不是人的全臉,而只是雙眼。
實際測試中,發現圖片太小的話檢測不到人臉,試驗中使用小於100x100的圖片檢測不到人臉,但是由於Android內存有限,圖片太大的話,會出現無法加載圖片的異常。
檢測到的人臉存放到FaceDetector.Face類中,該類無法再擴展。從該類可以獲取到人眼的中心位置和雙眼之間的具體。

package name.feisky.face;

import android.app.Activity;

import android.content.Context;

import android.graphics.Bitmap;

import android.graphics.BitmapFactory;

import android.graphics.Canvas;

import android.graphics.Color;

import android.graphics.Paint;

import android.graphics.PointF;

import android.media.FaceDetector;

import android.media.FaceDetector.Face;

import android.os.Bundle;

import android.view.View;

public class AndroidFaceDetector extends Activity {

/** Called when the activity is first created. */

@Override

public void onCreate(Bundle savedInstanceState) {

super.onCreate(savedInstanceState);

setContentView(new myView(this));

}

private class myView extends View{

private int imageWidth, imageHeight;

private int numberOfFace = 5;

private FaceDetector myFaceDetect;

private FaceDetector.Face[] myFace;

float myEyesDistance;

int numberOfFaceDetected;

Bitmap myBitmap;

public myView(Context context) {

super(context);

BitmapFactory.Options BitmapFactoryOptionsbfo = new BitmapFactory.Options();

BitmapFactoryOptionsbfo.inPreferredConfig = Bitmap.Config.RGB_565;

myBitmap = BitmapFactory.decodeResource(getResources(), R.drawable.pp, BitmapFactoryOptionsbfo);

imageWidth = myBitmap.getWidth();

imageHeight = myBitmap.getHeight();

myFace = new FaceDetector.Face[numberOfFace];

myFaceDetect = new FaceDetector(imageWidth, imageHeight, numberOfFace);

numberOfFaceDetected = myFaceDetect.findFaces(myBitmap, myFace);

}

protected void onDraw(Canvas canvas) {

// TODO Auto-generated method stub

canvas.drawBitmap(myBitmap, 0, 0, null);

Paint myPaint = new Paint();

myPaint.setColor(Color.GREEN);

myPaint.setStyle(Paint.Style.STROKE);

myPaint.setStrokeWidth(3);

for(int i=0; i < numberOfFaceDetected; i++)

{

Face face = myFace[i];

PointF myMidPoint = new PointF();

face.getMidPoint(myMidPoint);

myEyesDistance = face.eyesDistance();

canvas.drawRect(

(int)(myMidPoint.x - myEyesDistance),

(int)(myMidPoint.y - myEyesDistance),

(int)(myMidPoint.x + myEyesDistance),

(int)(myMidPoint.y + myEyesDistance),

myPaint);

}

}

}

}

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