Ejemplo n.º 1
0
        public void AreaStatistics(Bitmap bitmap, int AreaTageCount, ref Dictionary <int, Pixel> Pixels, out Dictionary <int, Dictionary <int, Pixel> > DEdgePoints,
                                   out Dictionary <int, Dictionary <int, Pixel> > DEdgeSortPoints, out Dictionary <int, Characteristic> Characteristics)
        {
            //long start, end;	//时钟周期
            //long frequency;		//时钟频率
            //timecount.QueryPerformanceFrequency(out frequency);
            //timecount.QueryPerformanceCounter(out start);//开始时间////////

            Dictionary <int, Characteristic>           characteristics = new Dictionary <int, Characteristic> ();
            Dictionary <int, Dictionary <int, Pixel> > dEdgePoints     = new Dictionary <int, Dictionary <int, Pixel> >();
            Dictionary <int, Dictionary <int, Pixel> > dEdgeSortPoints = new Dictionary <int, Dictionary <int, Pixel> > ();
            Dictionary <int, Dictionary <int, Pixel> > dAreaCollection = new Dictionary <int, Dictionary <int, Pixel> >();

            int areaSum = 0;
            int effectAreaCount = 0;
            int averageArea = 0;
            int sortTag = 1;
            int dAreaCollectionTage = 0;
            int thearea = 0; int maxareatag = 1;

            int[] maxarea = new int[AreaTageCount + 1];
            int   sum1 = 0, sum2 = 0;

            //for (int i = 0; i < AreaTageCount; i++)
            //{
            //    maxarea[i] = 0;
            //}//求面积直方图用到;

            for (int i = 1; i <= AreaTageCount; i++)
            {
                Dictionary <int, Pixel> areaCollection = new Dictionary <int, Pixel>();
                dAreaCollection.Add(i, areaCollection);
            }
//////////////////////////////////////////////////////以上耗时:0;
            int width = bitmap.Width;
            int height = bitmap.Height;


            for (int i = 0; i < width; i++)
            {
                for (int j = 0; j < height; j++)
                {
                    if (Pixels [i + j * width].AreaTag != 0)
                    {
                        dAreaCollection[Pixels[i + j * width].AreaTag].Add(i + j * width, Pixels[i + j * width]);
                    }
                }
            }
            /////////////////////////////////////////////////////以上耗时122;
            for (int i = 1; i <= AreaTageCount; i++)
            {
                if (dAreaCollection[i].Count() >= 5)
                {
                    areaSum += dAreaCollection[i].Count();
                    effectAreaCount++;
                }
            }

            if (effectAreaCount != 0)
            {
                averageArea = areaSum / effectAreaCount;
            }
            ///////////////////////////////////////////////////以上耗时0;
            //求面积直方图,耗时3936太长,暂时保留处理;
            ////////////////////////////////////////////////////////////////////////////////
            //for (int i = 1; i <= AreaTageCount; i++)
            //{
            //    thearea = dAreaCollection[i].Count();
            //    sum1 = (int)(thearea * 0.8); sum2 = (int)(thearea * 1.2);
            //    for (int j = 0; j <= AreaTageCount - i; j++)
            //    {
            //        if (dAreaCollection[i + j].Count() >= sum1 && dAreaCollection[i + j].Count() <= sum2&& thearea>=200)
            //        {
            //            maxarea[i]++;
            //        }
            //    }
            //}
            /////////////////////////////////////////////////////////以上耗时3936!!!!;

            //for (int i = 1; i <= AreaTageCount; i++)
            //{
            //    if (maxarea[i] > maxarea[maxareatag])
            //        maxareatag = i;
            //}
            //thearea = dAreaCollection[maxareatag].Count();//求面积直方图用;

            for (int i = 1; i <= AreaTageCount; i++)
            {
                //thearea = dAreaCollection[maxareatag].Count();
                if (dAreaCollection[i].Count() < averageArea / 15 || dAreaCollection[i].Count() > averageArea * 10)
                {
                    if (dAreaCollection[i].Count() != 0)
                    {
                        foreach (KeyValuePair <int, Pixel> item in dAreaCollection[i])
                        {
                            Pixels[item.Key].AreaTag = 0;
                        }
                    }
                    dAreaCollection.Remove(i);
                }
                else if (dAreaCollection[i].Count() != 0)
                {
                    int CentroidXSum = 0;
                    int CentroidYSum = 0;
                    int CentroidX    = 0;
                    int CentroidY    = 0;

                    foreach (KeyValuePair <int, Pixel> item in dAreaCollection[i])
                    {
                        CentroidXSum += Pixels[item.Key].X;
                        CentroidYSum += Pixels[item.Key].Y;
                    }

                    CentroidX = CentroidXSum / dAreaCollection[i].Count();
                    CentroidY = CentroidYSum / dAreaCollection[i].Count();
                    ////去除极不规则区域(质心在目标区域外)
                    //if (!dAreaCollection[i].ContainsKey(CentroidX + CentroidY * width))
                    //{
                    //    foreach (KeyValuePair<int, Pixel> item in dAreaCollection[i])
                    //    {
                    //        Pixels[item.Key].AreaTag = 0;
                    //    }
                    //    dAreaCollection.Remove(i);
                    //}
                }
            }
            while (sortTag <= dAreaCollection.Count() && dAreaCollectionTage <= AreaTageCount)
            {
                if (dAreaCollection.ContainsKey(dAreaCollectionTage))
                {
                    int edgeSortTag  = 1;
                    int CentroidXSum = 0;
                    int CentroidYSum = 0;
                    int CentroidX    = 0;
                    int CentroidY    = 0;
                    //int expX = 0; int expY = 0;
                    //float yita = 0;
                    Dictionary <int, Pixel> edgePoints     = new Dictionary <int, Pixel>();
                    Dictionary <int, Pixel> edgeSortPoints = new Dictionary <int, Pixel>();
                    foreach (KeyValuePair <int, Pixel> item in dAreaCollection[dAreaCollectionTage])
                    {
                        if (!(dAreaCollection[dAreaCollectionTage].ContainsKey(item.Key - 1) && dAreaCollection[dAreaCollectionTage].ContainsKey(item.Key + 1) &&
                              dAreaCollection[dAreaCollectionTage].ContainsKey(item.Key - width) && dAreaCollection[dAreaCollectionTage].ContainsKey(item.Key + width)))
                        {
                            Pixels[item.Key].EdgeTag = sortTag;
                            edgePoints.Add(item.Key, Pixels[item.Key]);
                            edgeSortPoints.Add(edgeSortTag, Pixels[item.Key]);
                            edgeSortTag++;
                        }

                        Pixels[item.Key].AreaTag = sortTag;
                        CentroidXSum            += Pixels[item.Key].X;
                        CentroidYSum            += Pixels[item.Key].Y;
                        //expX = Pixels[item.Key].X; expY = Pixels[item.Key].Y;
                        //yita += (float)((Math.Exp(-(expX * expX + expY * expY) / 2)) / (1 / Math.Sqrt(2 * Math.PI)));
                    }

                    dEdgePoints.Add(sortTag, edgePoints);
                    dEdgeSortPoints.Add(sortTag, edgeSortPoints);
                    //2016/4/27
                    CentroidX = CentroidXSum / dAreaCollection[dAreaCollectionTage].Count();
                    CentroidY = CentroidYSum / dAreaCollection[dAreaCollectionTage].Count();
                    Point          Centroid       = new Point(CentroidX, CentroidY);
                    Characteristic characteristic = new Characteristic();
                    characteristic.Area               = dAreaCollection[dAreaCollectionTage].Count();
                    characteristic.AreaTage           = dAreaCollectionTage;
                    characteristic.Centroid           = Centroid;
                    characteristic.CentreAcerageColor = Color.White;
                    characteristic.MajorAxis          = 0;
                    characteristic.MinorAxis          = 0;
                    characteristic.MajToMinAxisRatio  = 1;
                    //characteristic.Yita=yita;
                    characteristic.Perimeter         = 0;
                    characteristic.IsQualifiedColony = false;
                    characteristic.IsInvalidColony   = false;
                    characteristics.Add(sortTag, characteristic);
                    sortTag++;
                }

                dAreaCollectionTage++;
            }

            DEdgePoints     = dEdgePoints;
            DEdgeSortPoints = dEdgeSortPoints;
            Characteristics = characteristics;

            //timecount.QueryPerformanceCounter(out end);//结束时间/////////////
            ////显示时间
            //_time = (int)((end - start) * 1000 / frequency);
        }