//释放内存
public void Close()
{
if (_DEnginer != IntPtr.Zero)
{
ArcWrapper.DClose(_DEnginer);
_DEnginer = IntPtr.Zero;
}
if (_DBuffer != IntPtr.Zero)
{
Marshal.FreeCoTaskMem(_DBuffer);
_DBuffer = IntPtr.Zero;
}
if (_REnginer != IntPtr.Zero)
{
ArcWrapper.RClose(_REnginer);
_REnginer = IntPtr.Zero;
}
if (_RBuffer != IntPtr.Zero)
{
Marshal.FreeCoTaskMem(_RBuffer);
_RBuffer = IntPtr.Zero;
}
foreach (var item in _FaceLib.Items)
{
Marshal.FreeCoTaskMem(item.FaceModel.PFeature);
}
}
//人脸比对
public FaceMatchResults Match(Bitmap bitmap, float degree = 0.90f, int num = 1)
{
var faceMatchResults = new FaceMatchResults()
{
Items = new List<FaceMatchResult>()
};
var faceModel = ExtractFeature(bitmap);
foreach (var item in _FaceLib.Items.OrderByDescending(ii => ii.OrderId))
{
ArcWrapper.Match(_REnginer, ref faceModel, ref item.FaceModel, out float score);
if (score > degree)
{
faceMatchResults.Items.Add(new FaceMatchResult
{
ID = item.ID,
Score = score
});
if (faceMatchResults.Items.Count >= num)
{
return faceMatchResults;
}
}
}
return faceMatchResults;
}
//特征提取
private FaceModel ExtractFeature(Bitmap bitmap)
{
var detectResult = Detection(bitmap);
var bmpData = bitmap.LockBits(new Rectangle(0, 0, bitmap.Width, bitmap.Height)
, ImageLockMode.ReadOnly, PixelFormat.Format24bppRgb);
var imageData = new ImageData
{
PixelArrayFormat = 513,//Rgb24,
Width = bitmap.Width,
Height = bitmap.Height,
Pitch = new int[4] { bmpData.Stride, 0, 0, 0 },
ppu8Plane = new IntPtr[4] { bmpData.Scan0, IntPtr.Zero, IntPtr.Zero, IntPtr.Zero }
};
var FFI = new FaceFeatureInput();
FFI.FaceRect = Marshal.PtrToStructure<FaceRect>(detectResult.PFaceRect);
FFI.Orient = 1;
FaceModel faceModel = new FaceModel() { Size = 22020, PFeature = Marshal.AllocCoTaskMem(22020) };
faceModel.Size = 0;
if (ArcWrapper.ExtractFeature(_REnginer, ref imageData, ref FFI, out var fm) == (int)ErrorCode.Ok)
{
faceModel.Size = fm.Size;
ArcWrapper.CopyMemory(faceModel.PFeature, fm.PFeature, fm.Size);
}
return faceModel;
}
//人脸比对初始化
private bool Rinit(string appId, string sdkKey, IntPtr pBuffer, int bufferSize, out IntPtr engine)
{
pBuffer = Marshal.AllocCoTaskMem(bufferSize);
var initResult = (ErrorCode)ArcWrapper.RInit(appId, sdkKey, pBuffer, bufferSize, out engine);
if (initResult != ErrorCode.Ok)
{
return false;
}
return true;
}
//人脸检测初始化
private bool Dinit(string appId, string sdkKey, IntPtr pBuffer, int bufferSize
, out IntPtr engine, int orientPriority, int scale, int maxFaceNumber)
{
pBuffer = Marshal.AllocCoTaskMem(bufferSize);
var initResult = (ErrorCode)ArcWrapper.DInit(appId, sdkKey, pBuffer, bufferSize
, out engine, (int)EOrientPriority.Only0, scale, maxFaceNumber);
if (initResult != ErrorCode.Ok)
{
return false;
}
return true;
}
//人脸检测
public DetectResult Detection(Bitmap bitmap)
{
var bmpData = bitmap.LockBits(new Rectangle(0, 0, bitmap.Width, bitmap.Height)
, ImageLockMode.ReadOnly, PixelFormat.Format24bppRgb);
var imageData = new ImageData
{
PixelArrayFormat = 513,//Rgb24,
Width = bitmap.Width,
Height = bitmap.Height,
Pitch = new int[4] { bmpData.Stride, 0, 0, 0 },
ppu8Plane = new IntPtr[4] { bmpData.Scan0, IntPtr.Zero, IntPtr.Zero, IntPtr.Zero }
};
var ret = (ErrorCode)ArcWrapper.Detection(_DEnginer, ref imageData, out var pDetectResult);
if (ret != ErrorCode.Ok)
{
bitmap.UnlockBits(bmpData);
return new DetectResult { FaceCout = 0 };
}
var detectResult = Marshal.PtrToStructure<DetectResult>(pDetectResult);
bitmap.UnlockBits(bmpData);
return detectResult;
}