FaceServiceImpl.java
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package com.ruoyi.service.impl.dss;
import com.arcsoft.face.FaceEngine;
import com.arcsoft.face.FaceFeature;
import com.arcsoft.face.FaceInfo;
import com.arcsoft.face.FaceSimilar;
import com.arcsoft.face.enums.ErrorInfo;
import com.arcsoft.face.toolkit.ImageFactory;
import com.arcsoft.face.toolkit.ImageInfo;
import com.ruoyi.common.utils.file.FileUploadUtils;
import com.ruoyi.config.BsthSystemConfig;
import com.ruoyi.domain.driver.NewDriver;
import com.ruoyi.service.driver.NewDriverService;
import com.ruoyi.service.dss.FaceService;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.collections4.CollectionUtils;
import org.apache.commons.io.IOUtils;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import java.io.ByteArrayInputStream;
import java.io.File;
import java.io.IOException;
import java.util.*;
import static com.arcsoft.face.toolkit.ImageFactory.getRGBData;
/**
* @author liujun
* @date 2024年07月12日 10:51
*/
@Service
@Slf4j
public class FaceServiceImpl implements FaceService {
@Autowired
private NewDriverService newDriverService;
@Autowired
private FaceEngine faceEngine;
@Autowired
private BsthSystemConfig bsthSystemConfig;
@Override
public NewDriver checkFace(NewDriver driver) {
NewDriver driver1 = new NewDriver();
driver1.setFaceSignIn(1);
List<NewDriver> drivers = newDriverService.list(driver1);
return checkFace(drivers, driver);
}
private NewDriver checkFace(List<NewDriver> drivers, NewDriver sourceDriver) {
if (CollectionUtils.isEmpty(drivers)) {
return null;
}
if (StringUtils.isEmpty(sourceDriver.getImage())) {
return null;
}
ByteArrayInputStream byteArrayInputStream = null;
BufferedImage bufferedImage = null;
try {
String content = FileUploadUtils.choosePrictureContent(sourceDriver.getImage());
byte[] sourceImageData = cn.hutool.core.codec.Base64.decode(content);
byteArrayInputStream = new ByteArrayInputStream(sourceImageData);
bufferedImage = ImageIO.read(byteArrayInputStream);
ImageInfo sourceImage = ImageFactory.bufferedImage2ImageInfo(bufferedImage);
FaceFeature sourceFaceFeature = generateFaceFeature(sourceDriver, sourceImage);
if (Objects.isNull(sourceFaceFeature)) {
return null;
}
Optional<NewDriver> optional = drivers.stream().map(dr -> {
float imageScore = checkFaceScore(dr, sourceFaceFeature);
dr.setImageScore(imageScore);
return dr;
}).max(Comparator.comparing(NewDriver::getImageScore));
if (Objects.nonNull(bufferedImage)) {
bufferedImage.flush();
}
if (optional.isPresent() && Objects.nonNull(optional.get().getImageScore()) && optional.get().getImageScore() > 0.95) {
return optional.get();
}
return null;
} catch (IOException e) {
sourceDriver.setImage(null);
log.error("图片校验异常:[{}]", sourceDriver, e);
} finally {
IOUtils.closeQuietly(byteArrayInputStream);
}
return null;
}
private float checkFaceScore(NewDriver dr, FaceFeature sourceFaceFeature) {
if (StringUtils.isEmpty(dr.getImage())) {
log.error("头像路径为空;[{}]", dr);
return -1;
}
StringBuilder builder = new StringBuilder();
builder.append(bsthSystemConfig.getImageBasePath());
builder.append(File.separator);
builder.append(dr.getImage());
File targetFile = new File(builder.toString());
if (!targetFile.exists() || !targetFile.isFile()) {
log.error("没有比对的图片;[{}]", dr);
return -1;
}
ImageInfo target = getRGBData(targetFile);
FaceFeature targetFaceFeature = generateFaceFeature(dr, target);
if (Objects.isNull(targetFaceFeature)) {
return -1;
}
//特征比对
FaceSimilar faceSimilar = new FaceSimilar();
int errorCode = faceEngine.compareFaceFeature(targetFaceFeature, sourceFaceFeature, faceSimilar);
if (errorCode != ErrorInfo.MOK.getValue()) {
log.error("人脸对比失败:[{}]", dr);
return -1;
}
return faceSimilar.getScore();
}
private FaceFeature generateFaceFeature(NewDriver driver, ImageInfo image) {
List<FaceInfo> faceInfoList = new ArrayList<>();
int errorCode = faceEngine.detectFaces(image.getImageData(), image.getWidth(), image.getHeight(), image.getImageFormat(), faceInfoList);
if (errorCode != ErrorInfo.MOK.getValue()) {
log.error("人脸对比失败，请检查数据:[{}];错误代码：[{}]", driver, errorCode);
return null;
}
int size = CollectionUtils.size(faceInfoList);
if(size == 0){
log.error("人脸对比失败，没有人脸特征数据:[{}];错误代码：[{}]", driver, errorCode);
return null;
}
FaceFeature faceFeature = new FaceFeature();
errorCode = faceEngine.extractFaceFeature(image.getImageData(), image.getWidth(), image.getHeight(), image.getImageFormat(), faceInfoList.get(0), faceFeature);
if (errorCode != ErrorInfo.MOK.getValue()) {
log.error("提取对比特征失败，请检查数据:[{}];错误代码：[{}]", driver, errorCode);
return null;
}
return faceFeature;
}
}