LIBMAS/Base/DedicatedAnalysis/Porosity/PorositysStandard.cs

using OpenCvSharp;
using PaintDotNet.Base.DedicatedAnalysis.Porosity.Model;
using System.Collections.Generic;
using System.Drawing;

namespace PaintDotNet.Base.DedicatedAnalysis.Porosity
{
    /// <summary>
    /// 孔隙标准
    /// </summary>
    public abstract class PorositysStandard
    {
        public static Color[] RAINBOW_COLORS = { Color.Red, Color.Orange, Color.Yellow, Color.Green, Color.Blue, Color.Cyan, Color.Purple };

        /// <summary>
        /// 设置
        /// </summary>
        public PorositysGlobalSettings globalSettings = new PorositysGlobalSettings();

        #region 识别测量区域中的微粒
        /// <summary>
        /// 识别测量区域中的微粒
        /// </summary>
        /// <param name="field">视场</param>
        /// <returns>识别出的微粒列表</returns>
        public virtual List<Particle> identifyParticles(Mat field)
        {
            Cv2.Threshold(field, field, 175, 255, ThresholdTypes.BinaryInv);

            OpenCvSharp.Point[][] contours;
            HierarchyIndex[] hierarchy;
            Cv2.FindContours(field, out contours, out hierarchy, RetrievalModes.Tree, ContourApproximationModes.ApproxNone);
            
            List<Particle> particles = new List<Particle>();
            
            for (int i = 0; i < contours.Length; i++)
            {
                if (hierarchy[i].Parent != -1)
                {
                    continue;
                }

                OpenCvSharp.Point[] contour = contours[i];
                particles.Add(new Particle(contour, this));
            }

            return particles;
        }
        #endregion

        #region 划分孔隙
        /// <summary>
        /// 划分孔隙
        /// </summary>
        /// 使用distancesBetweenParticles，distancesBetweenStringers划分孔隙
        /// <param name="particles">过滤后的微粒列表</param>
        /// <returns>孔隙列表</returns>
        public virtual List<Porositys> divideInclusion(List<Particle> particles)
        {
            return this.particlesDividePorosity(particles);
        }
        #endregion

        #region 过滤微粒
        /// <summary>
        /// 过滤微粒
        /// </summary>
        /// 使用minimumLength，minimumWidth最小尺寸来过滤微粒
        /// <param name="particles">过滤前的微粒列表</param>
        /// <returns>过滤后的微粒列表</returns>
        public virtual List<Particle> filterParticles(List<Particle> particles)
        {
            for (int i = particles.Count - 1; i >= 0; i--)
            {
                Particle particle = particles[i];
                if (particle.physicalLength < this.globalSettings.minimumLength ||
                    particle.physicalWidth < this.globalSettings.minimumWidth)
                {
                    particles.Remove(particle);
                }
            }
            return particles;
        }
        #endregion

        #region 微粒划分孔隙
        /// <summary>
        /// 微粒划分孔隙
        /// </summary>
        /// <param name="particles">过滤后的微粒列表</param>
        /// <returns>孔隙列表</returns>
        protected virtual List<Porositys> particlesDividePorosity(List<Particle> particles)
        {
            List<Porositys> Porositys = new List<Porositys>();

            // 第一次划分 微粒划分孔隙
            foreach (Particle particle in particles)
            {
                if (Porositys.Count == 0)
                {
                    Porositys Porosity = new Porositys(this);
                    Porosity.addParticles(particle);
                    Porositys.Add(Porosity);
                    continue;
                }
                Porositys newPorosity = new Porositys(this);
                newPorosity.addParticles(particle);
                Porositys.Add(newPorosity);
            }

            return Porositys;
        }
        #endregion

        /// <summary>
        /// 判断孔隙类型
        /// </summary>
        public abstract void determineType(Porositys Porosity);

        /// <summary>
        /// 边缘误差修正
        /// </summary>
        /// 根据视场边界修正所计算的孔隙
        /// <param name="Porosity"></param>
        public abstract void edgeErrorsCorrection(List<Porositys> Porositys);

    }

    
}