185 lines
9.1 KiB
Java
185 lines
9.1 KiB
Java
import com.arcsoft.face.*;
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import com.arcsoft.face.enums.*;
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import com.arcsoft.face.toolkit.ImageFactory;
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import com.arcsoft.face.toolkit.ImageInfo;
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import java.io.File;
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import java.util.ArrayList;
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import java.util.List;
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import com.arcsoft.face.toolkit.ImageInfoEx;
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public class FaceEngineTest {
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public static void main(String[] args) {
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//激活码，从官网获取
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String appId = "";
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String sdkKey = "";
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String activeKey = "";
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System.err.println("注意，如果返回的errorCode不为0，可查看com.arcsoft.face.enums.ErrorInfo类获取相应的错误信息");
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//人脸识别引擎库存放路径
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FaceEngine faceEngine = new FaceEngine("D:\\arcsoft_lib");
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//激活引擎
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int errorCode = faceEngine.activeOnline(appId, sdkKey, activeKey);
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System.out.println("引擎激活errorCode:" + errorCode);
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ActiveDeviceInfo activeDeviceInfo = new ActiveDeviceInfo();
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//采集设备信息（可离线）
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errorCode = faceEngine.getActiveDeviceInfo(activeDeviceInfo);
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System.out.println("采集设备信息errorCode:" + errorCode);
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System.out.println("设备信息:"+activeDeviceInfo.getDeviceInfo());
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// faceEngine.activeOffline("d:\\ArcFacePro64.dat");
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ActiveFileInfo activeFileInfo = new ActiveFileInfo();
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errorCode = faceEngine.getActiveFileInfo(activeFileInfo);
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System.out.println("获取激活文件errorCode:" + errorCode);
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System.out.println("激活文件信息:" + activeFileInfo.toString());
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//引擎配置
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EngineConfiguration engineConfiguration = new EngineConfiguration();
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engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);
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engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);
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engineConfiguration.setDetectFaceMaxNum(10);
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engineConfiguration.setDetectFaceScaleVal(16);
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//功能配置
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FunctionConfiguration functionConfiguration = new FunctionConfiguration();
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functionConfiguration.setSupportAge(true);
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functionConfiguration.setSupportFace3dAngle(true);
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functionConfiguration.setSupportFaceDetect(true);
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functionConfiguration.setSupportFaceRecognition(true);
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functionConfiguration.setSupportGender(true);
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functionConfiguration.setSupportLiveness(true);
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functionConfiguration.setSupportIRLiveness(true);
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functionConfiguration.setSupportImageQuality(true);
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engineConfiguration.setFunctionConfiguration(functionConfiguration);
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//初始化引擎
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errorCode = faceEngine.init(engineConfiguration);
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System.out.println("初始化引擎errorCode:" + errorCode);
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//人脸检测
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ImageInfo imageInfo = ImageFactory.getRGBData(new File("d:\\aaa.jpg"));
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List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
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errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
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System.out.println("人脸检测errorCode:" + errorCode);
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System.out.println("检测到人脸数:" + faceInfoList.size());
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List<ImageQuality> imageQualityList = new ArrayList<>();
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errorCode = faceEngine.imageQualityDetect(imageInfo, DetectModel.ASF_DETECT_MODEL_RGB, faceInfoList, imageQualityList);
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System.out.println("图像质量检测errorCode:" + errorCode);
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System.out.println("图像质量分数:" + imageQualityList.get(0).getFaceQuality());
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//特征提取
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FaceFeature faceFeature = new FaceFeature();
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errorCode = faceEngine.extractFaceFeature(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList.get(0), faceFeature,2);
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System.out.println("特征提取errorCode:" + errorCode);
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//人脸检测2
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ImageInfo imageInfo2 = ImageFactory.getRGBData(new File("d:\\ccc.jpg"));
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List<FaceInfo> faceInfoList2 = new ArrayList<FaceInfo>();
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errorCode = faceEngine.detectFaces(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo.getImageFormat(), faceInfoList2);
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System.out.println("人脸检测errorCode:" + errorCode);
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System.out.println("检测到人脸数:" + faceInfoList.size());
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//特征提取2
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FaceFeature faceFeature2 = new FaceFeature();
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errorCode = faceEngine.extractFaceFeature(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo.getImageFormat(), faceInfoList2.get(0), faceFeature2);
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System.out.println("特征提取errorCode:" + errorCode);
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//特征比对
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FaceFeature targetFaceFeature = new FaceFeature();
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targetFaceFeature.setFeatureData(faceFeature.getFeatureData());
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FaceFeature sourceFaceFeature = new FaceFeature();
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sourceFaceFeature.setFeatureData(faceFeature2.getFeatureData());
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FaceSimilar faceSimilar = new FaceSimilar();
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errorCode = faceEngine.compareFaceFeature(targetFaceFeature, sourceFaceFeature, faceSimilar);
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System.out.println("特征比对errorCode:" + errorCode);
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System.out.println("人脸相似度：" + faceSimilar.getScore());
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//设置活体测试
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errorCode = faceEngine.setLivenessParam(0.5f, 0.7f);
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System.out.println("设置活体活体阈值errorCode:" + errorCode);
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//人脸属性检测
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FunctionConfiguration configuration = new FunctionConfiguration();
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configuration.setSupportAge(true);
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configuration.setSupportFace3dAngle(true);
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configuration.setSupportGender(true);
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configuration.setSupportLiveness(true);
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errorCode = faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList, configuration);
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System.out.println("图像属性处理errorCode:" + errorCode);
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//性别检测
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List<GenderInfo> genderInfoList = new ArrayList<GenderInfo>();
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errorCode = faceEngine.getGender(genderInfoList);
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System.out.println("性别：" + genderInfoList.get(0).getGender());
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//年龄检测
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List<AgeInfo> ageInfoList = new ArrayList<AgeInfo>();
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errorCode = faceEngine.getAge(ageInfoList);
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System.out.println("年龄：" + ageInfoList.get(0).getAge());
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//3D信息检测
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List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>();
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errorCode = faceEngine.getFace3DAngle(face3DAngleList);
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System.out.println("3D角度：" + face3DAngleList.get(0).getPitch() + "," + face3DAngleList.get(0).getRoll() + "," + face3DAngleList.get(0).getYaw());
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//活体检测
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List<LivenessInfo> livenessInfoList = new ArrayList<LivenessInfo>();
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errorCode = faceEngine.getLiveness(livenessInfoList);
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System.out.println("活体：" + livenessInfoList.get(0).getLiveness());
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//IR属性处理
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ImageInfo imageInfoGray = ImageFactory.getGrayData(new File("d:\\IR_480p.jpg"));
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List<FaceInfo> faceInfoListGray = new ArrayList<FaceInfo>();
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errorCode = faceEngine.detectFaces(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), imageInfoGray.getImageFormat(), faceInfoListGray);
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FunctionConfiguration configuration2 = new FunctionConfiguration();
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configuration2.setSupportIRLiveness(true);
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errorCode = faceEngine.processIr(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), imageInfoGray.getImageFormat(), faceInfoListGray, configuration2);
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//IR活体检测
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List<IrLivenessInfo> irLivenessInfo = new ArrayList<>();
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errorCode = faceEngine.getLivenessIr(irLivenessInfo);
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System.out.println("IR活体：" + irLivenessInfo.get(0).getLiveness());
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//获取激活文件信息
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ActiveFileInfo activeFileInfo2 = new ActiveFileInfo();
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errorCode = faceEngine.getActiveFileInfo(activeFileInfo2);
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//高级人脸图像处理接口
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ImageInfoEx imageInfoEx = new ImageInfoEx();
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imageInfoEx.setHeight(imageInfo.getHeight());
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imageInfoEx.setWidth(imageInfo.getWidth());
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imageInfoEx.setImageFormat(imageInfo.getImageFormat());
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imageInfoEx.setImageDataPlanes(new byte[][]{imageInfo.getImageData()});
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imageInfoEx.setImageStrides(new int[]{imageInfo.getWidth() * 3});
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List<FaceInfo> faceInfoList1 = new ArrayList<>();
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errorCode = faceEngine.detectFaces(imageInfoEx, DetectModel.ASF_DETECT_MODEL_RGB, faceInfoList1);
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List<ImageQuality> imageQualityList1 = new ArrayList<>();
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errorCode = faceEngine.imageQualityDetect(imageInfoEx, DetectModel.ASF_DETECT_MODEL_RGB, faceInfoList1, imageQualityList1);
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FunctionConfiguration fun = new FunctionConfiguration();
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fun.setSupportAge(true);
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errorCode = faceEngine.process(imageInfoEx, faceInfoList1, fun);
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List<AgeInfo> ageInfoList1 = new ArrayList<>();
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int age = faceEngine.getAge(ageInfoList1);
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FaceFeature feature = new FaceFeature();
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errorCode = faceEngine.extractFaceFeature(imageInfoEx, faceInfoList1.get(0), feature,2);
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//引擎卸载
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errorCode = faceEngine.unInit();
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}
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} |