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Multiple convolution neural networks approach for online handwriting recognition

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9 Apr 2013CPOL8 min read 75.9K   25.1K   74  
The research focuses on the presentation of word recognition technique for an online handwriting recognition system which uses multiple component neural networks (MCNN) as the exchangeable parts of the classifier.
using System;
using System.Windows.Forms;
using System.Drawing;


namespace DrawTools
{
	/// <summary>
	/// Polygon tool
	/// </summary>
	public class ToolPolygon : DrawTools.ToolObject
	{
		public ToolPolygon()
		{
            Cursor = new Cursor(GetType(), "Pencil.cur");
        }

        private int lastX;
        private int lastY;
        private DrawPolygon newPolygon;
        private const int minDistance = 15*15;

        /// <summary>
        /// Left nouse button is pressed
        /// </summary>
        /// <param name="drawArea"></param>
        /// <param name="e"></param>
        public override void OnMouseDown(DrawArea drawArea, MouseEventArgs e)
        {
            // Create new polygon, add it to the list
            // and keep reference to it
            newPolygon = new DrawPolygon(e.X, e.Y, e.X + 1, e.Y + 1);
            AddNewObject(drawArea, newPolygon);
            lastX = e.X;
            lastY = e.Y;
        }

        /// <summary>
        /// Mouse move - resize new polygon
        /// </summary>
        /// <param name="drawArea"></param>
        /// <param name="e"></param>
        public override void OnMouseMove(DrawArea drawArea, MouseEventArgs e)
        {
            drawArea.Cursor = Cursor;

            if ( e.Button != MouseButtons.Left )
                return;

            if ( newPolygon == null )
                return;                 // precaution

            Point point = new Point(e.X, e.Y);
            int distance = (e.X - lastX)*(e.X - lastX) + (e.Y - lastY)*(e.Y - lastY);

            if ( distance < minDistance )
            {
                // Distance between last two points is less than minimum -
                // move last point
                newPolygon.MoveHandleTo(point, newPolygon.HandleCount);
            }
            else
            {
                // Add new point
                newPolygon.AddPoint(point);
                lastX = e.X;
                lastY = e.Y;
            }

            drawArea.Refresh();
        }

        public override void OnMouseUp(DrawArea drawArea, MouseEventArgs e)
        {
            
            newPolygon = null;
            base.OnMouseUp (drawArea, e);
        }


	}
}

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License

This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)


Written By
Vietnam Maritime University
Vietnam Vietnam
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