I'm working on haar cascade for gesture recognition when i train xml for single gexture and use it in Emgucv C# it run fine no lag but when i trin 15 gexture and use xml it become lagging.... Here is the code:
using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Data;
using System.Drawing;
using System.Linq;
using System.Text;
using System.Windows.Forms;
using System.Threading;
using Emgu.CV;
using Emgu.CV.Structure;
using Emgu.Util;
using Emgu.CV.CvEnum;
namespace VideoCaptureDemo
{
public partial class Form1 : Form
{
private Capture _capture = null;
Image<Bgr, Byte> frame,roi_i;
int threshold_value = 145; //0-255
public HaarCascade haar=null;
int cam = 0;
public Form1()
{
InitializeComponent();
}
private void ReleaseData()
{
if (_capture != null)
_capture.Dispose();
}
private void ProcessFrame(object sender, EventArgs arg)
{
try
{
frame = _capture.QueryFrame();
if (frame != null)
{
// var faces = frame.DetectHaarCascade(haar)[0];
Image<Gray, byte> grayframe = frame.Convert<Gray, byte>();
var faces = haar.Detect(grayframe, 1.4, 4, HAAR_DETECTION_TYPE.DO_CANNY_PRUNING, new Size(frame.Width / 8, frame.Height / 8), new Size(frame.Width, frame.Height));
var pra = faces;
foreach (var face in faces)
{
frame.Draw(face.rect, new Bgr(255, double.MaxValue, 0), 2);
//roi_i.ROI = face.rect;
}
pictureBox1.Image = frame.ToBitmap();
roi_i = frame;
foreach (var face1 in pra)
{
frame.Draw(face1.rect, new Bgr(255, double.MaxValue, 0), 2);
frame.ROI = face1.rect;
}
/*Hsv lowerLimit = new Hsv(0, 50, 100);
Hsv upperLimit = new Hsv(250, 150, 100);
Image<Hsv, Byte> HsvFrame = frame.Convert<Hsv, byte>();
HsvFrame = HsvFrame.SmoothGaussian(5, 5, 0.1, 0.1);
Image<Gray, byte> InRageFrame = HsvFrame.InRange(lowerLimit, upperLimit);*/
// InRageFrame = InRageFrame.SmoothGaussian(3,3,1,1);
Image<Gray,Byte> img= frame.Convert<Gray, Byte>();
img = img.ThresholdBinary(new Gray(threshold_value), new Gray(255));
pictureBox2.Image = img.ToBitmap(); //display results in different picturebox
// pictureBox2.Image = InRageFrame.ToBitmap();
}
}
catch (Exception ex)
{
MessageBox.Show(ex.Message.ToString());
}
}
private void button1_Click(object sender, EventArgs e)
{
if (button1.Text == "Play")
{
#region cameracapture
try
{
_capture = null;
_capture = new Capture(0);
haar = new HaarCascade("C:\\Users\\Adeel\\Downloads\\hand.xml");
if(haar==null)MessageBox.Show("aasasas");
_capture.SetCaptureProperty(Emgu.CV.CvEnum.CAP_PROP.CV_CAP_PROP_FPS, 30);
_capture.SetCaptureProperty(Emgu.CV.CvEnum.CAP_PROP.CV_CAP_PROP_FRAME_HEIGHT, 240);
_capture.SetCaptureProperty(Emgu.CV.CvEnum.CAP_PROP.CV_CAP_PROP_FRAME_WIDTH, 320);
Application.Idle += ProcessFrame;
button1.Text = "Stop";
}
catch (NullReferenceException excpt)
{
MessageBox.Show(excpt.Message);
}
#endregion cameracapture
}
else
#region stopcapture
if (button1.Text == "Stop")
{
_capture.Stop();
Application.Idle -= ProcessFrame;
ReleaseData();
button1.Text = "Play";
pictureBox1.Image = Properties.Resources.blank;
pictureBox2.Image = Properties.Resources.blank;
if (cam == 1)
{
_capture.Dispose();
cam = 0;
}
}
#endregion stopcapture
}
private void close_Click(object sender, EventArgs e)
{
ReleaseData();
this.Close();
}
private void label1_Click(object sender, EventArgs e)
{
}
}
}
Any code better then it or link plz......