RegionFeature.cs
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using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading;
using System.Drawing.Imaging;
using System.Drawing;
using CameraVisionLib.Model;
namespace Asa.Region
{
/// <summary>
/// 区域特征
/// </summary>
internal class Feature
{
private Bitmap sourceImage; // 原图
private Bitmap compareImage; // 对比图
private RegionAPI.EyemImage source; // 原图结构
private readonly List<RegionAPI.EyemRegion> eyemReg; // 区域列表
private readonly Dictionary<string, bool> isExist; // 区域结果
private readonly Dictionary<PixelFormat, RegionAPI.EyemImage> eyemImageList;
private readonly Dictionary<int, PixelFormat> imagePixelList;
/// <summary>
/// 区域特征
/// </summary>
/// <param name="name"></param>
/// <param name="regions"></param>
public Feature(List<string> name, List<RegionAPI.EyemRegion> regions)
{
eyemReg = regions;
isExist = new();
for (int i = 0; i < name.Count; i++)
isExist.Add(name[i], false);
eyemImageList = new()
{
{ PixelFormat.Format8bppIndexed, new RegionAPI.EyemImage { Depth = 0, Channel = 1 } },
{ PixelFormat.Format24bppRgb, new RegionAPI.EyemImage { Depth = 0, Channel = 3 } },
{ PixelFormat.Format32bppArgb, new RegionAPI.EyemImage { Depth = 0, Channel = 4 } }
};
imagePixelList = new()
{
{ 1, PixelFormat.Format8bppIndexed },
{ 3, PixelFormat.Format24bppRgb },
{ 4, PixelFormat.Format32bppArgb }
};
int rtn = RegionAPI.eyemInitNNDetector(@".\EyemLib\detect-tiny-label.cfg", @".\EyemLib\detect-tiny-label.weights");
Common.log.Info("Feature init " + rtn);
}
/// <summary>
/// 原始图像
/// </summary>
/// <param name="image"></param>
/// <returns></returns>
public bool OriginalImage(Bitmap image)
{
sourceImage = new(image);
return Bitmap2IntPtr(sourceImage, out source);
}
/// <summary>
/// 比较图像
/// </summary>
/// <param name="image"></param>
/// <param name="exist"></param>
/// <returns></returns>
public bool CompareImage(Bitmap image, out Dictionary<string, bool> exist)
{
exist = null;
if (!image.Size.Equals(sourceImage.Size)) //两个图尺寸不一致
{
Common.log.Info("比较图像和原始图像尺寸不一致");
return false;
}
try
{
compareImage = new(image);
bool rtn = Bitmap2IntPtr(compareImage, out RegionAPI.EyemImage dest);
if (!rtn) return false;
rtn = Contrast(dest, out Bitmap dspImage);
exist = isExist;
System.Runtime.InteropServices.Marshal.FreeHGlobal(dest.Handle);
compareImage.Dispose();
Common.log.Info("CompareImage OK");
return rtn;
}
catch (Exception ex)
{
Common.log.Error("CompareImage", ex);
return false;
}
}
/// <summary>
/// 比较图像
/// </summary>
/// <param name="image"></param>
/// <param name="exist"></param>
/// <param name="dspImage"></param>
/// <returns></returns>
public bool CompareImage(Bitmap image, out Dictionary<string, bool> exist, out Bitmap dspImage)
{
exist = null;
dspImage = null;
if (!image.Size.Equals(sourceImage.Size)) //两个图尺寸不一致
{
Common.log.Info("比较图像和原始图像尺寸不一致");
return false;
}
try
{
compareImage = new(image);
bool rtn = Bitmap2IntPtr(compareImage, out RegionAPI.EyemImage dest);
if (!rtn) return false;
rtn = Contrast(dest, out dspImage);
exist = isExist;
System.Runtime.InteropServices.Marshal.FreeHGlobal(dest.Handle);
compareImage.Dispose();
Common.log.Info("CompareImage OK");
return rtn;
}
catch (Exception ex)
{
Common.log.Error("CompareImage", ex);
return false;
}
}
/// <summary>
/// 比较图像
/// </summary>
/// <param name="bmpPtr"></param>
/// <param name="format"></param>
/// <param name="exist"></param>
/// <param name="dspImage"></param>
/// <returns></returns>
public bool CompareImage(IntPtr bmpPtr, PixelFormat format, out Dictionary<string, bool> exist, out Bitmap dspImage)
{
exist = null;
dspImage = null;
bool rtn = Bitmap2IntPtr(bmpPtr, format, out RegionAPI.EyemImage dest);
if (!rtn) return false;
rtn = Contrast(dest, out dspImage);
exist = isExist;
System.Runtime.InteropServices.Marshal.FreeHGlobal(dest.Handle);
return rtn;
}
/// <summary>
/// 比较单张图像,没有原图
/// </summary>
/// <param name="image"></param>
/// <param name="exist"></param>
/// <returns></returns>
public bool CompareSingleImage(Bitmap image, out Dictionary<string, bool> exist)
{
exist = null;
try
{
compareImage = new(image);
bool rtn = Bitmap2IntPtr(compareImage, out RegionAPI.EyemImage dest);
if (!rtn)
{
Common.log.Info("Bitmap2IntPtr false");
return false;
}
RegionAPI.BboxContainer container = new();
int res = RegionAPI.eyemNNDetector(dest, out int ipNum, ref container);
if (res != 0)
{
Common.log.Info(string.Format("eyemNNDetector {0}, ipNum={1}", res, ipNum));
return false;
}
//中心点
Point[] center = new Point[ipNum];
for (int i = 0; i < center.Length; i++)
center[i] = new Point(container.bboxes[i].iXs + container.bboxes[i].iWidth / 2, container.bboxes[i].iYs + container.bboxes[i].iHeight / 2);
for (int i = 0; i < isExist.Count; i++)
{
KeyValuePair<string, bool> pair = isExist.ElementAt(i);
isExist[pair.Key] = false;
Rectangle rect = new(eyemReg[i].X, eyemReg[i].Y, eyemReg[i].Width, eyemReg[i].Height);
for (int j = 0; j < center.Length; j++)
{
if (rect.Contains(center[j]))
{
isExist[pair.Key] = true;
break;
}
}
}
exist = isExist;
Common.log.Info("CompareImage OK");
return true;
}
catch (Exception ex)
{
Common.log.Error("CompareImage", ex);
return false;
}
}
private bool Contrast(RegionAPI.EyemImage dest, out Bitmap bmp)
{
bmp = null;
try
{
IntPtr hGlobal = RegionAPI.StructArray2IntPtr(eyemReg.ToArray());
int[] res = new int[eyemReg.Count];
IntPtr ptr = System.Runtime.InteropServices.Marshal.UnsafeAddrOfPinnedArrayElement(res, 0);
int iRet = RegionAPI.eyemTrackFeature(source, dest, hGlobal, res.Length, ptr, out RegionAPI.EyemImage dstImg);
if (iRet == 0)
{
for (int i = 0; i < isExist.Count; i++)
{
KeyValuePair<string, bool> pair = isExist.ElementAt(i);
isExist[pair.Key] = res[i] == 1;
}
IntPtr2Bitmap(dstImg, out bmp);
}
else
{
Common.log.Info("eyemTrackFeature return " + iRet);
}
System.Runtime.InteropServices.Marshal.FreeHGlobal(hGlobal);
return iRet == 0;
}
catch (Exception ex)
{
Common.log.Error("Contrast", ex);
return false;
}
}
private bool Bitmap2IntPtr(Bitmap bmp, out RegionAPI.EyemImage eyem)
{
eyem = eyemImageList[bmp.PixelFormat];
try
{
Rectangle rect = new(0, 0, bmp.Width, bmp.Height);
BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
IntPtr ptr = bmpData.Scan0;
bmp.UnlockBits(bmpData);
eyem.Handle = ptr;
eyem.Width = bmp.Width;
eyem.Height = bmp.Height;
return true;
}
catch (Exception ex)
{
Common.log.Error("Bitmap2IntPtr", ex);
return false;
}
}
private bool IntPtr2Bitmap(RegionAPI.EyemImage eyem, out Bitmap bmp)
{
bmp = null;
try
{
PixelFormat format = imagePixelList[eyem.Channel];
bmp = new Bitmap(eyem.Width, eyem.Height, eyem.Width * eyem.Channel, format, eyem.Handle);
return true;
}
catch (Exception ex)
{
Common.log.Error("IntPtr2Bitmap", ex);
return false;
}
}
private bool Bitmap2IntPtr(IntPtr bmpPtr, PixelFormat format, out RegionAPI.EyemImage eyem)
{
eyem = eyemImageList[format];
try
{
eyem.Handle = bmpPtr;
eyem.Width = sourceImage.Width;
eyem.Height = sourceImage.Height;
return true;
}
catch (Exception ex)
{
Common.log.Error("Bitmap2IntPtr", ex);
return false;
}
}
}
}