要开发安卓人脸识别和指纹认证的离线软件,可以使用以下工具包和代码示例:
// 导入OpenCV库
import org.opencv.android.OpenCVLoader;
import org.opencv.core.Mat;
import org.opencv.core.MatOfRect;
import org.opencv.core.Rect;
import org.opencv.core.Scalar;
import org.opencv.core.Size;
import org.opencv.imgproc.Imgproc;
import org.opencv.objdetect.CascadeClassifier;
// 加载OpenCV库
if (!OpenCVLoader.initDebug()) {
// OpenCV库加载失败
} else {
// OpenCV库加载成功
}
// 加载人脸检测分类器
CascadeClassifier faceDetector = new CascadeClassifier();
faceDetector.load("path_to_cascade_classifier_xml_file");
// 加载图像,并进行灰度化处理
Mat image = Imgcodecs.imread("path_to_image_file");
Mat grayImage = new Mat();
Imgproc.cvtColor(image, grayImage, Imgproc.COLOR_BGR2GRAY);
// 检测人脸
MatOfRect faces = new MatOfRect();
faceDetector.detectMultiScale(grayImage, faces);
// 绘制矩形框显示人脸位置
Rect[] facesArray = faces.toArray();
for (int i = 0; i < facesArray.length; i++) {
Imgproc.rectangle(image, facesArray[i].tl(), facesArray[i].br(), new Scalar(0, 255, 0), 3);
}
// 显示结果图像
ImageView imageView = findViewById(R.id.imageView);
Bitmap bitmap = Bitmap.createBitmap(image.cols(), image.rows(), Bitmap.Config.ARGB_8888);
Utils.matToBitmap(image, bitmap);
imageView.setImageBitmap(bitmap);
// 导入指纹认证相关类
import android.Manifest;
import android.content.pm.PackageManager;
import android.hardware.fingerprint.FingerprintManager;
import android.os.CancellationSignal;
import android.support.v4.app.ActivityCompat;
import android.support.v4.content.ContextCompat;
// 检查指纹认证权限
if (ContextCompat.checkSelfPermission(this, Manifest.permission.USE_FINGERPRINT) != PackageManager.PERMISSION_GRANTED) {
// 请求指纹认证权限
ActivityCompat.requestPermissions(this, new String[]{Manifest.permission.USE_FINGERPRINT}, 1);
} else {
// 指纹认证权限已被授予
FingerprintManager fingerprintManager = getSystemService(FingerprintManager.class);
// 检查设备是否支持指纹认证
if (!fingerprintManager.isHardwareDetected()) {
// 设备不支持指纹认证
} else if (!fingerprintManager.hasEnrolledFingerprints()) {
// 设备没有注册指纹
} else {
// 开始指纹认证
FingerprintManager.CryptoObject cryptoObject = new FingerprintManager.CryptoObject();
FingerprintManager.AuthenticationCallback authenticationCallback = new FingerprintManager.AuthenticationCallback() {
@Override
public void onAuthenticationError(int errorCode, CharSequence errString) {
// 指纹认证错误
}
@Override
public void onAuthenticationHelp(int helpCode, CharSequence helpString) {
// 指纹认证帮助信息
}
@Override
public void onAuthenticationSucceeded(FingerprintManager.AuthenticationResult result) {
// 指纹认证成功
}
@Override
public void onAuthenticationFailed() {
// 指纹认证失败
}
};
CancellationSignal cancellationSignal = new CancellationSignal();
fingerprintManager.authenticate(cryptoObject, cancellationSignal, 0, authenticationCallback, null);
}
}
以上是使用OpenCV和Android Fingerprint API开发安卓人脸识别和指纹认证离线软件的