/// <summary>
/// “选择图片识别”
/// </summary>
public void ChooseImgeDistinguish(bool IsOffline)
{
//判断引擎是否初始化成功
if (pImageEngine == IntPtr.Zero)
{
//禁用相关功能按钮
FRC.MainVM.IsSIIBtnEnable = false;
FRC.MainVM.IsPGIBtnEnable = false;
//ControlsEnable(false, chooseMultiImgBtn, matchBtn, btnClearFaceList, chooseImgBtn);
MessageBox.Show("请先初始化引擎!");
return;
}
List <string> imagePathList = ImportImages(IsOffline, false);//单张照片
if (imagePathList.Count <= 0)
{
return;
}
string selectedImagePath = imagePathList[0];
DateTime detectStartTime = DateTime.Now;
AppendText(string.Format("------------------------------开始检测，时间:{0}------------------------------\n", detectStartTime.ToString("yyyy-MM-dd HH:mm:ss:ms")));
//获取文件，拒绝过大的图片
FileInfo fileInfo = new FileInfo(selectedImagePath);
if (fileInfo.Length > MaxSize)
{
MessageBox.Show("图像文件最大为2MB，请压缩后再导入!");
AppendText(string.Format("------------------------------检测结束，时间:{0}------------------------------\n", DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:ms")));
AppendText("\n");
return;
}
Image srcImage = UtilTool.ReadImageFromFile(selectedImagePath);
if (srcImage == null)
{
MessageBox.Show("图像数据获取失败，请稍后重试!");
AppendText(string.Format("------------------------------检测结束，时间:{0}------------------------------\n", DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:ms")));
AppendText("\n");
return;
}
if (srcImage.Width > 1536 || srcImage.Height > 1536)
{
srcImage = UtilTool.ScaleImage(srcImage, 1536, 1536);
}
if (srcImage == null)
{
MessageBox.Show("图像数据获取失败，请稍后重试!");
AppendText(string.Format("------------------------------检测结束，时间:{0}------------------------------\n", DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:ms")));
AppendText("\n");
return;
}
//调整图像宽度，需要宽度为4的倍数
if (srcImage.Width % 4 != 0)
{
srcImage = UtilTool.ScaleImage(srcImage, srcImage.Width - (srcImage.Width % 4), srcImage.Height);
}
//调整图片数据，非常重要
ImageInfo imageInfo = UtilTool.ReadImage(srcImage);
if (imageInfo == null)
{
MessageBox.Show("图像数据获取失败，请稍后重试!");
AppendText(string.Format("------------------------------检测结束，时间:{0}------------------------------\n", DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:ms")));
AppendText("\n");
return;
}
//人脸检测
ASF_MultiFaceInfo multiFaceInfo = UtilToolFace.DetectFace(pImageEngine, imageInfo);
//年龄检测
int retCode_Age = -1;
ASF_AgeInfo ageInfo = UtilToolFace.DetectAge(pImageEngine, imageInfo, multiFaceInfo, out retCode_Age);
//性别检测
int retCode_Gender = -1;
ASF_GenderInfo genderInfo = UtilToolFace.DetectGender(pImageEngine, imageInfo, multiFaceInfo, out retCode_Gender);
//3DAngle检测
int retCode_3DAngle = -1;
ASF_Face3DAngle face3DAngleInfo = UtilToolFace.DetectFace3DAngle(pImageEngine, imageInfo, multiFaceInfo, out retCode_3DAngle);
UtilToolMemory.Free(imageInfo.imgData);
if (multiFaceInfo.faceNum < 1)
{
srcImage = UtilTool.ScaleImage(srcImage, (int)FRC.FIView._faceIdentificationImageBox.Width, (int)FRC.FIView._faceIdentificationImageBox.Height);
ImageFeature = IntPtr.Zero;
FRC.FIView._faceIdentificationImageBox.Source = UtilTool.BitmapToBitmapImage(srcImage);
AppendText(string.Format("{0} - 未检测出人脸!\n\n", DateTime.Now.ToString("yyyy/MM/dd HH:mm:ss")));
AppendText(string.Format("------------------------------检测结束，时间:{0}------------------------------\n", DateTime.Now.ToString("yyyy-MM-dd HH:mm:ss:ms")));
AppendText("\n");
return;
}
MRECT temp = new MRECT();
int ageTemp = 0;
int genderTemp = 0;
int rectTemp = 0;
//标记出检测到的人脸
for (int i = 0; i < multiFaceInfo.faceNum; i++)
{
MRECT rect = UtilToolMemory.PtrToStructure <MRECT>(multiFaceInfo.faceRects + UtilToolMemory.SizeOf <MRECT>() * i);
int orient = UtilToolMemory.PtrToStructure <int>(multiFaceInfo.faceOrients + UtilToolMemory.SizeOf <int>() * i);
int age = 0;
if (retCode_Age != 0)
{
AppendText(string.Format("年龄检测失败，返回{0}!\n\n", retCode_Age));
}
else
{
age = UtilToolMemory.PtrToStructure <int>(ageInfo.ageArray + UtilToolMemory.SizeOf <int>() * i);
}
int gender = -1;
if (retCode_Gender != 0)
{
AppendText(string.Format("性别检测失败，返回{0}!\n\n", retCode_Gender));
}
else
{
gender = UtilToolMemory.PtrToStructure <int>(genderInfo.genderArray + UtilToolMemory.SizeOf <int>() * i);
}
int face3DStatus = -1;
float roll = 0f;
float pitch = 0f;
float yaw = 0f;
if (retCode_3DAngle != 0)
{
AppendText(string.Format("3DAngle检测失败，返回{0}!\n\n", retCode_3DAngle));
}
else
{
//角度状态 非0表示人脸不可信
face3DStatus = UtilToolMemory.PtrToStructure <int>(face3DAngleInfo.status + UtilToolMemory.SizeOf <int>() * i);
//roll为侧倾角，pitch为俯仰角，yaw为偏航角
roll = UtilToolMemory.PtrToStructure <float>(face3DAngleInfo.roll + UtilToolMemory.SizeOf <float>() * i);
pitch = UtilToolMemory.PtrToStructure <float>(face3DAngleInfo.pitch + UtilToolMemory.SizeOf <float>() * i);
yaw = UtilToolMemory.PtrToStructure <float>(face3DAngleInfo.yaw + UtilToolMemory.SizeOf <float>() * i);
}
int rectWidth = rect.right - rect.left;
int rectHeight = rect.bottom - rect.top;
//查找最大人脸
if (rectWidth * rectHeight > rectTemp)
{
rectTemp = rectWidth * rectHeight;
temp = rect;
ageTemp = age;
genderTemp = gender;
}
AppendText(string.Format("{0} - 人脸坐标:[left:{1},top:{2},right:{3},bottom:{4},orient:{5},roll:{6},pitch:{7},yaw:{8},status:{11}] Age:{9} Gender:{10}\n", DateTime.Now.ToString("yyyy/MM/dd HH:mm:ss"), rect.left, rect.top, rect.right, rect.bottom, orient, roll, pitch, yaw, age, (gender >= 0 ? gender.ToString() : ""), face3DStatus));
}
AppendText(string.Format("{0} - 人脸数量:{1}\n\n", DateTime.Now.ToString("yyyy/MM/dd HH:mm:ss"), multiFaceInfo.faceNum));
DateTime detectEndTime = DateTime.Now;
AppendText(string.Format("------------------------------检测结束，时间:{0}------------------------------\n", detectEndTime.ToString("yyyy-MM-dd HH:mm:ss:ms")));
AppendText("\n");
ASF_SingleFaceInfo singleFaceInfo = new ASF_SingleFaceInfo();
//提取人脸特征
ImageFeature = UtilToolFace.ExtractFaceFeature(pImageEngine, srcImage, out singleFaceInfo);
//清空上次的匹配结果
for (int i = 0; i < ImagesFeatureList.Count; i++)
{
//_imageList.Items[i].Text = string.Format("{0}号", i);
}
//获取缩放比例
float scaleRate = UtilTool.GetWidthAndHeight(srcImage.Width, srcImage.Height, (int)FRC.FIView._faceIdentificationImageBox.Width, (int)FRC.FIView._faceIdentificationImageBox.Height);
//缩放图片
srcImage = UtilTool.ScaleImage(srcImage, (int)FRC.FIView._faceIdentificationImageBox.Width, (int)FRC.FIView._faceIdentificationImageBox.Height);
//添加标记
srcImage = UtilTool.MarkRectAndString(srcImage,
(int)(temp.left * scaleRate),
(int)(temp.top * scaleRate),
(int)(temp.right * scaleRate) - (int)(temp.left * scaleRate),
(int)(temp.bottom * scaleRate) - (int)(temp.top * scaleRate),
ageTemp, genderTemp,
(int)FRC.FIView._faceIdentificationImageBox.Width);
//显示标记后的图像
FRC.FIView._faceIdentificationImageBox.Source = UtilTool.BitmapToBitmapImage(srcImage);
MatchImage();
}
/// <summary>
/// 将照片导入到路径集合
/// </summary>
/// <param name="isOffline">是否为本地导入</param>
/// <param name="IsMultiSelect">是否为多张导入</param>
/// <returns> List<string>imageFileNames 路径集合</returns>
private List <string> ImportImages(bool isOffline, bool IsMultiSelect = false)
{
List <string> imagePathLsit = new List <string>();
List <string> imagePathListTemp = new List <string>();
//本地导入图片
if (isOffline)
{
OpenFileDialog openFileDialog = new OpenFileDialog();
openFileDialog.Title = "选择图片";
openFileDialog.Filter = "图片文件|*.bmp;*.jpg;*.jpeg;*.png";
openFileDialog.Multiselect = IsMultiSelect;
openFileDialog.FileName = string.Empty;
if (openFileDialog.ShowDialog() == DialogResult.OK)
{
imagePathListTemp = openFileDialog.FileNames.ToList();;
AppendText("本地导入成功!");
AppendText("\n");
}
}
//相机截图
else
{
Bitmap bitmap = null;
try
{
bitmap = FRC.MainView._rgbVideoSource.GetCurrentVideoFrame();
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, @"Error while getting a snapshot");
}
if (bitmap == null)
{
return(imagePathListTemp);
}
//截取图片
string imageName = DateTime.Now.Ticks.ToString() + ".png";
UtilTool.Save_BitmapImage_Into_File(UtilTool.BitmapToBitmapImage(bitmap),
imageName,
FRC.PersonInfoPath);
AppendText("导入成功!");
AppendText("\n");
imagePathListTemp.Add(Path.Combine(FRC.PersonInfoPath, imageName));
}
//保存图片路径并显示
foreach (var imageFileName in imagePathListTemp)
{
//图片格式判断
if (CheckImage(imageFileName))
{
imagePathLsit.Add(imageFileName);
}
}
return(imagePathLsit);
}