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开始上代码
基本配置 将下载的jar包放到src同级目录下 !-- 虹软--dependencygroupIdcom.arcsoft.face/groupIdartifactIdarcsoft-sdk-face/artifactI…准备工作 虹软开放平台中创建一个新的应用 虹软开发平台【点我跳转】
开始上代码
基本配置 将下载的jar包放到src同级目录下 !-- 虹软--dependencygroupIdcom.arcsoft.face/groupIdartifactIdarcsoft-sdk-face/artifactIdversion3.0.0.0/versionscopesystem/scopesystemPath${basedir}/libs/arcsoft-sdk-face-3.0.0.0.jar/systemPath/dependencyplugingroupIdorg.springframework.boot/groupIdartifactIdspring-boot-maven-plugin/artifactIdconfiguration!-- 加入下面这一行 --includeSystemScopetrue/includeSystemScope/configurationversion2.3.4.RELEASE/versionexecutionsexecutiongoalsgoalrepackage/goal/goals/execution/executions/plugin配置类初始化
Data
Configuration
ConfigurationProperties(prefix arcsoft)
public class ArcSoftConfig {private String appid;// win平台sdk 此处为了开发时调试 生产一般linux 不需要此设置private String winsdkkey;// linux平台sdk private String linuxsdkkey;// dll/so库路径private String libpath;/*** 装载FaceEngine交给spring托管* * return*/Beanpublic FaceEngine faceEngine() {String sdkkey ;String os System.getProperty(os.name);if (os.toLowerCase().startsWith(win)) {sdkkey winsdkkey;String projectPath System.getProperty(user.dir);libpath projectPath \\libs\\WIN64;} else {sdkkey linuxsdkkey;}FaceEngine faceEngine new FaceEngine(libpath);int errorCode faceEngine.activeOnline(appid, sdkkey);if (errorCode ! ErrorInfo.MOK.getValue() errorCode ! ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {throw new RuntimeException(引擎注册失败);}EngineConfiguration engineConfiguration getFaceEngineConfiguration();// 初始化引擎errorCode faceEngine.init(engineConfiguration);if (errorCode ! ErrorInfo.MOK.getValue()) {throw new RuntimeException(初始化引擎失败);}return faceEngine;}/*** 初始化引擎配置* * return*/private EngineConfiguration getFaceEngineConfiguration() {EngineConfiguration engineConfiguration new EngineConfiguration();// 配置引擎模式if (IMAGE.equals(EngineConfigurationProperty.DETECT_MODE)) {engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);} else {engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_VIDEO);}// 配置人脸角度 全角度 ASF_OP_ALL_OUT 不够准确且检测速度慢switch (EngineConfigurationProperty.DETECT_FACE_ORIENT_PRIORITY) {case ASF_OP_0_ONLY:engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_0_ONLY);break;case ASF_OP_90_ONLY:engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_90_ONLY);break;case ASF_OP_270_ONLY:engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_270_ONLY);break;case ASF_OP_180_ONLY:engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_180_ONLY);break;case ASF_OP_ALL_OUT:engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);break;default:engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);}// 设置识别的最小人脸比engineConfiguration.setDetectFaceScaleVal(EngineConfigurationProperty.DETECT_FACE_SCALE);engineConfiguration.setDetectFaceMaxNum(EngineConfigurationProperty.DETECT_FACE_MAX_NUM);// 功能配置initFuncConfiguration(engineConfiguration);return engineConfiguration;}/*** 功能配置* * param engineConfiguration*/private void initFuncConfiguration(EngineConfiguration engineConfiguration) {FunctionConfiguration functionConfiguration new FunctionConfiguration();// 是否支持年龄检测functionConfiguration.setSupportAge(FunConfigurationProperty.SUPPORT_AGE);// 是否支持3d 检测functionConfiguration.setSupportFace3dAngle(FunConfigurationProperty.SUPPORT_FACE_3D_ANGLE);// 是否支持人脸检测functionConfiguration.setSupportFaceDetect(FunConfigurationProperty.SUPPORT_FACE_DETECT);// 是否支持人脸识别functionConfiguration.setSupportFaceRecognition(FunConfigurationProperty.SUPPORT_FACE_RECOGNITION);// 是否支持性别检测functionConfiguration.setSupportGender(FunConfigurationProperty.SUPPORT_GENDER);// 是否支持活体检测functionConfiguration.setSupportLiveness(FunConfigurationProperty.SUPPORT_LIVENESS);// 是否支持IR活体检测functionConfiguration.setSupportIRLiveness(FunConfigurationProperty.SUPPORT_IR_LIVENESS);engineConfiguration.setFunctionConfiguration(functionConfiguration);}
}yml配置文件
其他配置
引擎类
public class EngineConfigurationProperty {/*** 引擎模式*/public static final String DETECT_MODE IMAGE;/*** 配置人脸角度*/public static final String DETECT_FACE_ORIENT_PRIORITY ASF_OP_ALL_OUT;/*** 设置识别的最小人脸比*/public static final Integer DETECT_FACE_SCALE 32;/*** 最大检测人脸数*/public static final Integer DETECT_FACE_MAX_NUM 8;
}功能类
public class FunConfigurationProperty {/*** 是否支持3d 检测*/public static final Boolean SUPPORT_FACE_3D_ANGLE true;/*** 是否支持人脸检测*/public static final Boolean SUPPORT_FACE_DETECT true;/*** 是否支持人脸识别*/public static final Boolean SUPPORT_FACE_RECOGNITION true;/*** 性别检测*/public static final Boolean SUPPORT_GENDER true;/*** 年龄检测*/public static final Boolean SUPPORT_AGE true;/*** 是否支持活体检测*/public static final Boolean SUPPORT_LIVENESS true;/*** 是否至此IR活体检测*/public static final Boolean SUPPORT_IR_LIVENESS true;
}人脸相关方法
Component
public class ArcFaceMothodUtils {Autowiredprivate FaceEngine faceEngine;/*** 人脸检测*/public ListFaceInfo detectFace(ImageInfoEx imageInfoEx) {if (imageInfoEx null) {return null;}ListFaceInfo faceInfoList new ArrayListFaceInfo();int i faceEngine.detectFaces(imageInfoEx, DetectModel.ASF_DETECT_MODEL_RGB, faceInfoList);checkEngineResult(i, ErrorInfo.MOK.getValue(), 人脸检测失败);return faceInfoList;}/*** 特征提取*/public FaceFeature extractFaceFeature(ListFaceInfo faceInfoList, ImageInfoEx imageInfoEx) {if (faceInfoList null || imageInfoEx null) {return null;}FaceFeature faceFeature new FaceFeature();int i faceEngine.extractFaceFeature(imageInfoEx, faceInfoList.get(0), faceFeature);checkEngineResult(i, ErrorInfo.MOK.getValue(), 人脸特征提取失败);return faceFeature;}/*** 特征比对*/public FaceSimilar compareFaceFeature(FaceFeature target, FaceFeature source, CompareModel compareModel) {FaceSimilar faceSimilar new FaceSimilar();int i faceEngine.compareFaceFeature(target, source, compareModel, faceSimilar);checkEngineResult(i, ErrorInfo.MOK.getValue(), 人脸特征对比失败);return faceSimilar;}/*** 错误检测*/private void checkEngineResult(int errorCode, int sourceCode, String errMsg) {if (errorCode ! sourceCode) {throw new RuntimeException(errMsg);}}
}虹软图片处理工具类
Slf4j
public class ArcfaceUtils {/*** 处理 File 的图片流* * param img* return*/public static ImageInfoMeta packImageInfoEx(File img) {ImageInfo imageInfo ImageFactory.getRGBData(img);return packImageInfoMeta(imageInfo);}/*** 处理 byte[] 的图片流* * param img* return*/public static ImageInfoMeta packImageInfoMeta(byte[] img) {ImageInfo imageInfo ImageFactory.getRGBData(img);return packImageInfoMeta(imageInfo);}/*** 处理 InpuStream 的图片流* * param img* return*/public static ImageInfoMeta packImageInfoMeta(InputStream img) {ImageInfo imageInfo ImageFactory.getRGBData(img);return packImageInfoMeta(imageInfo);}/*** 处理 网络图片 的图片流** param path* return*/public static ImageInfoMeta packImageInfoURL(String path) {try {InputStream inputStream getImageInputStream(path);ImageInfo imageInfo ImageFactory.getRGBData(inputStream);return packImageInfoMeta(imageInfo);} catch (Exception e) {log.error(处理网络图片处理失败, e);}return null;}/*** 处理 base图片 的图片流** param base64* return*/public static ImageInfoMeta packImageInfoBase64(String base64) {try {ImageInfo imageInfo ImageFactory.getRGBData(removeBase64Prefix(base64));return packImageInfoMeta(imageInfo);} catch (Exception e) {log.error(处理网络图片处理失败, e);}return null;}public static byte[] removeBase64Prefix(String base64String) {if (base64String.startsWith(data:image/jpeg;base64,)) {base64String base64String.replace(data:image/jpeg;base64,, );}if (base64String.startsWith(data:image/png;base64,)) {base64String base64String.replace(data:image/png;base64,, );}return Base64.getDecoder().decode(base64String);}public static InputStream getImageInputStream(String imageUrl) throws Exception {URL url new URL(imageUrl);URLConnection connection url.openConnection();return connection.getInputStream();}/*** 打包生成 ImageInfoMeta* * param imageInfo* return*/private static ImageInfoMeta packImageInfoMeta(ImageInfo imageInfo) {ImageInfoMeta imageInfoMeta new ImageInfoMeta(imageInfo);return imageInfoMeta;}/*** 对imageInfo 和 imageInfoEx 的打包对象* * return*/Datapublic static class ImageInfoMeta {private ImageInfo imageInfo;private ImageInfoEx imageInfoEx;public ImageInfoMeta(ImageInfo imageInfo) {this.imageInfo imageInfo;imageInfoEx new ImageInfoEx();imageInfoEx.setHeight(imageInfo.getHeight());imageInfoEx.setWidth(imageInfo.getWidth());imageInfoEx.setImageFormat(imageInfo.getImageFormat());imageInfoEx.setImageDataPlanes(new byte[][] { imageInfo.getImageData() });imageInfoEx.setImageStrides(new int[] { imageInfo.getWidth() * 3 });}}}
实际业务使用 // 开始使用虹软人脸识别ArcfaceUtils.ImageInfoMeta imageInfoMeta1 ArcfaceUtils.packImageInfoURL(photo);if (null imageInfoMeta1) {throw new ValidatorException(您的人脸信息在系统内已失效请重新录入);}// 系统的人脸库信息ListFaceInfo faceInfo1 arcFaceMothodUtils.detectFace(imageInfoMeta1.getImageInfoEx());FaceFeature faceFeature1 arcFaceMothodUtils.extractFaceFeature(faceInfo1, imageInfoMeta1.getImageInfoEx());// 当前需要对比的人脸ArcfaceUtils.ImageInfoMeta imageInfoMeta2 ArcfaceUtils.packImageInfoBase64(dto.getFacePic());if (null imageInfoMeta2) {throw new ValidatorException(您的人脸信息人脸特征提取失败请重试);}ListFaceInfo faceInfo2 arcFaceMothodUtils.detectFace(imageInfoMeta2.getImageInfoEx());FaceFeature faceFeature2 arcFaceMothodUtils.extractFaceFeature(faceInfo2, imageInfoMeta2.getImageInfoEx());FaceSimilar faceSimilar arcFaceMothodUtils.compareFaceFeature(faceFeature1, faceFeature2,CompareModel.LIFE_PHOTO);// 相似度float score faceSimilar.getScore();log.info(当前匹配的身份证信息【{}】,相似度:{}, dto.getUserId(), score);希望对大家能够有所帮助 仅作为个人笔记使用
