// -----------------------
// Public Constructors
// -----------------------
/// <summary>
/// Rectangle Constructor
/// </summary>
///
/// <remarks>
/// Creates a Rectangle from Point and Size values.
/// </remarks>
public Rectangle(Point location, Size size)
{
x = location.X;
y = location.Y;
width = size.Width;
height = size.Height;
}
/// <summary>
/// Gets the center location of the match.
/// </summary>
/// <param name="m">Match.</param>
/// <returns>The center point of the match.</returns>
public static Point GetCenter(Match <ITemplate> m)
{
Rectangle matchRect = Match.GetBoundingRect(m);
Point matchCenter = new Point(matchRect.X + matchRect.Width / 2, matchRect.Y + matchRect.Height / 2);
return(matchCenter);
}
public static List <AForge.IntPoint> ClusterHullPoints(this List <AForge.IntPoint> points)
{
List <Cluster> Clusters = new List <Cluster>();
while (points.Count > 0)
{
AForge.IntPoint pt = points[0];
points.RemoveAt(0);
Cluster cluster = new Cluster(pt);
points.RemoveAll((p) =>
{
if (cluster.CheckPoint(p))
{
cluster.Add(p);
return(true);
}
return(false);
});
Clusters.Add(cluster);
}
return(Clusters.Centroids());
}
/// <summary>
/// Adds two 8-bit gray images.
/// <para>Source and destination image must have the size.</para>
/// </summary>
/// <param name="src">Source image.</param>
/// <param name="dst">Destination image.</param>
/// <param name="srcOffset">The point in source image.</param>
public static void AddTo(this Image<Gray, byte> src, Image<Gray, byte> dst, Point srcOffset)
{
Debug.Assert(src.Width == dst.Width && src.Height == dst.Height);
byte* srcRow = (byte*)src.GetData(srcOffset.Y);
byte* dstRow = (byte*)dst.ImageData;
if (src.Stride == src.Width && dst.Stride == dst.Width)
{
int numElemsToAdd = src.Width * src.Height - (srcOffset.Y * src.Width + srcOffset.X);
AddByteToByteVector(srcRow + srcOffset.X, dstRow, numElemsToAdd);
}
else
{
//first row
int nElemsToAddFirstRow = src.Width - srcOffset.X;
AddByteToByteVector(srcRow + srcOffset.X, dstRow, nElemsToAddFirstRow);
//other rows
srcRow += src.Stride;
dstRow += dst.Stride;
for (int r = srcOffset.Y + 1; r < src.Height; r++)
{
AddByteToByteVector(srcRow, dstRow, src.Width);
srcRow += src.Stride;
dstRow += dst.Stride;
}
}
}
/// <summary>
/// Converts Imaging.NET points to AForge.NET representation.
/// </summary>
/// <param name="point">Points.</param>
/// <returns>Converted points.</returns>
public static AForge.IntPoint[] ToPoints(this Point[] points)
{
var result = new AForge.IntPoint[points.Length];
Array.Copy(points, result, points.Length);
return(result);
}
public override void OnMouseDown(object sender, MouseEventArgs e)
{
if (e.Button != MouseButtons.Left || !this.IsSelected || isDrawn)
{
return;
}
ptFirst = Element.ToImageCoordinate(e.Location).ToPt().Round();
roi.Location = ptFirst; //if user draws MIN_RECT_SIZE, add it to click location
}
/// <summary>
/// Flips an input image horizontally / vertically / both directions / or none (data copy).
/// </summary>
/// <typeparam name="TColor">Color type.</typeparam>
/// <param name="source">Input image.</param>
/// <param name="flipDirection">Flip direction.</param>
/// <returns>Returns flipped image.</returns>
public static TColor[,] FlipImage <TColor>(this TColor[,] source, FlipDirection flipDirection)
where TColor : struct
{
TColor[,] dest = source.CopyBlank();
var sourceArea = new Rectangle(0, 0, source.Width(), source.Height());
var destinationOffset = new Point();
source.FlipImage(sourceArea, dest, destinationOffset, flipDirection);
return(dest);
}
/// <summary>
/// Draws rectangle annotation.
/// </summary>
/// <param name="image">Image.</param>
/// <param name="rect">User specified area to annotate.</param>
/// <param name="text">Label.</param>
/// <param name="font">Font to use. Default is "Arial" of size 10, style: Bold.</param>
public static void DrawAnnotation(this Bgr <byte>[,] image, Rectangle rect, string text, Font font)
{
const int VERTICAL_OFFSET = 5;
image.Draw(rect, Bgr <byte> .Red, 1);
var textSize = font.GetTextSize(text, 0);
var bottomLeftPt = new Point(rect.X + rect.Width / 2 - textSize.Width / 2, rect.Top - VERTICAL_OFFSET);
image.Draw(text, font, new Point(), Bgr <byte> .Black);
}
/// <summary>
/// Draws circle.
/// </summary>
/// <param name="image">Input image.</param>
/// <param name="circle">Circle</param>
/// <param name="color">Circle color.</param>
/// <param name="thickness">Contours thickness.</param>
public unsafe static void Draw(this Bgr <byte>[,] image, Circle circle, Bgr <byte> color, int thickness)
{
using (var img = image.Lock())
{
var iplImage = img.AsOpenCvImage();
var center = new Point(circle.X, circle.Y);
CvCoreInvoke.cvCircle(&iplImage, center, circle.Radius, color.ToCvScalar(),
thickness, LineTypes.EightConnected, 0);
}
}
/// <summary>
/// Copies the specified source image to the destination image.
/// <para>Source and destination image must have the same size.</para>
/// </summary>
/// <typeparam name="T">Element type.</typeparam>
/// <param name="source">Source image.</param>
/// <param name="destination">Destination image.</param>
/// <param name="destinationOffset">Destination location.</param>
public static void CopyTo <T>(this T[,] source, T[,] destination, Point destinationOffset)
where T : struct
{
var destRect = new Rectangle(destinationOffset, source.Size());
using (var srcImg = source.Lock())
using (var dstImg = destination.Lock(destRect))
{
UnsafeCopy(srcImg.ImageData, dstImg.ImageData, srcImg.Stride, dstImg.Stride, dstImg.Height);
}
}
private static void mirrorBorders <TColor>(TColor[,] image, TColor[,] destImage, int mirrorWidth, int mirrorHeight)
where TColor : struct
{
//top
Rectangle srcTop = new Rectangle(0, 0, image.Width(), mirrorHeight);
Point dstTopOffset = new Point(srcTop.X + mirrorWidth, srcTop.Y + 0);
image.FlipImage(srcTop, destImage, dstTopOffset, FlipDirection.Vertical);
//bottom
Rectangle srcBottom = new Rectangle(0, image.Height() - mirrorHeight, image.Width(), mirrorHeight);
Point dstBottomOffset = new Point(srcBottom.X + mirrorWidth, srcBottom.Y + 2 * mirrorHeight);
image.FlipImage(srcBottom, destImage, dstBottomOffset, FlipDirection.Vertical);
//left
Rectangle srcLeft = new Rectangle(0, 0, mirrorWidth, image.Height());
Point dstLeftOffset = new Point(srcLeft.X + 0, srcLeft.Y + mirrorHeight);
image.FlipImage(srcLeft, destImage, dstLeftOffset, FlipDirection.Horizontal);
//right
Rectangle srcRight = new Rectangle(image.Width() - mirrorWidth, 0, mirrorWidth, image.Height());
Point dstRightOffset = new Point(srcRight.X + 2 * mirrorWidth, srcRight.Y + mirrorHeight);
image.FlipImage(srcRight, destImage, dstRightOffset, FlipDirection.Horizontal);
//top-left
Rectangle srcTopLeft = new Rectangle(0, 0, mirrorWidth, mirrorHeight);
Point dstTopLeftOffset = new Point(srcTopLeft.X + 0, srcTopLeft.Y + 0);
image.FlipImage(srcTopLeft, destImage, dstTopLeftOffset, FlipDirection.All);
//bottom-left
Rectangle srcBottomLeft = new Rectangle(0, image.Height() - mirrorHeight, mirrorWidth, mirrorHeight);
Point dstBottomLeftOffset = new Point(srcBottomLeft.X + 0, srcBottomLeft.Y + 2 * mirrorHeight);
image.FlipImage(srcBottomLeft, destImage, dstBottomLeftOffset, FlipDirection.All);
//top-right
Rectangle srcTopRight = new Rectangle(image.Width() - mirrorWidth, 0, mirrorWidth, mirrorHeight);
Point dstTopRightOffset = new Point(srcTopRight.X + 2 * mirrorWidth, srcTopRight.Y + 0);
image.FlipImage(srcTopRight, destImage, dstTopRightOffset, FlipDirection.All);
//bottom-right
Rectangle srcBottomRight = new Rectangle(image.Width() - mirrorWidth, image.Height() - mirrorHeight, mirrorWidth, mirrorHeight);
Point dstBottomRightOffset = new Point(srcBottomRight.X + 2 * mirrorWidth, srcBottomRight.Y + 2 * mirrorHeight);
image.FlipImage(srcBottomRight, destImage, dstBottomRightOffset, FlipDirection.All);
}
/// <summary>
/// Maximum cross-correlation feature point matching algorithm.
/// </summary>
/// <param name="correlationMatching"> Maximum cross-correlation feature point matching algorithm.</param>
/// <param name="image1">First image.</param>
/// <param name="image2">Second image.</param>
/// <param name="points1">Points from the first image.</param>
/// <param name="points2">Points from the second image.</param>
/// <returns>Matched point-pairs.</returns>
public static Point[][] Match(this CorrelationMatching correlationMatching,
Image<Gray, byte> image1, Image<Gray, byte> image2, Point[] points1, Point[] points2)
{
var result = correlationMatching.Match
(
image1.ToBitmap(copyAlways: false, failIfCannotCast: true),
image2.ToBitmap(copyAlways: false, failIfCannotCast: true),
points1,
points2
);
return result;
}
public override void OnMouseDown(object sender, MouseEventArgs e)
{
if (e.Button != MouseButtons.Left || !this.IsSelected || isDrawn)
{
return;
}
pt = Element.ToImageCoordinate(e.Location.ToPt()).Round();
var imageSize = Element.Image.Size.ToSize();
this.Annotation.Polygon = new Point[] { pt.Clamp(imageSize) };
isDrawn = true;
}
public bool CheckPoint(AForge.IntPoint pt)
{
float radius = 20.0f;
return(Points.FindAll((p) =>
{
if (p.DistanceTo(pt) <= 2 * radius)
{
return true;
}
return false;
}).Count > 0);
}
private static Gray <short>[,] calculateSimilarityMap(ITemplate template, LinearizedMaps maps, Rectangle searchArea)
{
Debug.Assert(searchArea.Right <= maps.ImageSize.Width &&
searchArea.Bottom <= maps.ImageSize.Height);
Debug.Assert(template.Size.Width + searchArea.X < maps.ImageSize.Width &&
template.Size.Height + searchArea.Y < maps.ImageSize.Height);
int width = searchArea.Width / maps.NeigborhoodSize;
int height = searchArea.Height / maps.NeigborhoodSize;
Gray <short>[,] similarityMap = new Gray <short> [height, width]; //performance penalty (alloc, dealloc)!!!
Gray <byte>[,] buffer = new Gray <byte> [height, width];
using (var uSimilarityMap = similarityMap.Lock())
using (var uBuffer = buffer.Lock())
{
int nAddsInBuffer = 0;
foreach (var feature in template.Features)
{
var position = new Point(feature.X + searchArea.X, feature.Y + searchArea.Y); //shifted position
Point mapPoint;
var neighbourMap = maps.GetMapElement(position, feature.AngleIndex, out mapPoint);
neighbourMap.AddTo(uBuffer, mapPoint);
nAddsInBuffer++;
if (nAddsInBuffer / GlobalParameters.MAX_SUPPORTED_NUM_OF_FEATURES_ADDDED_AS_BYTE != 0)
{
uBuffer.AddTo(uSimilarityMap);
buffer.Clear(); //clear buffer
nAddsInBuffer = 0;
}
}
bool finalAdd = (template.Features.Length % GlobalParameters.MAX_SUPPORTED_NUM_OF_FEATURES_ADDDED_AS_BYTE != 0) ? true : false;
if (finalAdd)
{
uBuffer.AddTo(uSimilarityMap);
}
}
return(similarityMap);
}
public Image <Gray <byte> > GetMapElement(Point position, int angleIndex, out Point mapPoint)
{
//find corresponding linearized map for neighbor
int gridX = position.X % this.NeigborhoodSize;
int gridY = position.Y % this.NeigborhoodSize;
//find corresponding position
int elemX = position.X / this.NeigborhoodSize;
int elemY = position.Y / this.NeigborhoodSize;
//get corresponding map and (row, col)
var map = this.LinearMaps[angleIndex][gridY, gridX];
//corresponding point in returned map
mapPoint = new Point(elemX, elemY);
return(map);
}
public void gazedMarkerHistory_Update(ExtractedGlyphData glyph, AForge.Point gaze)
{
gazedMarkerHistory_Shift();
gazedMarkerHistory[0].name = "";
gazedMarkerHistory[0].tag = "";
if (glyph != null)
{
AForge.IntPoint minXY, maxXY;
PointsCloud.GetBoundingRectangle(glyph.Quadrilateral, out minXY, out maxXY);
AForge.IntPoint center = (minXY + maxXY) / 2;
gazedMarkerHistory[0].tag = "";
gazedMarkerHistory[0].gaze = gaze;
gazedMarkerHistory[0].markerCenter = new Point(center.X, center.Y);
gazedMarkerHistory[0].name = glyph.RecognizedGlyph != null? glyph.RecognizedGlyph.Name:"";
}
}
/// <summary>
/// distance is metured in Marker diameter unit. e.g. 1 diameter 2 diameter ....
/// </summary>
/// <param name="glyph"></param>
/// <param name="gaze"></param>
/// <returns></returns>
public double getGazeDistance(ExtractedGlyphData glyph, AForge.Point gaze)
{
double dis = 0;
AForge.IntPoint minXY, maxXY;
PointsCloud.GetBoundingRectangle(glyph.Quadrilateral, out minXY, out maxXY);
AForge.IntPoint center = (minXY + maxXY) / 2;
dis = GetDistance(new Point(center.X, center.Y), new Point((int)gaze.X, (int)gaze.Y));
PointsCloud.GetBoundingRectangle(glyph.Quadrilateral, out minXY, out maxXY);
double glyphDiameter = Math.Sqrt(2) * ((maxXY - minXY).X);
dis = dis / glyphDiameter;
return(dis);
}
/// <summary>
/// Gets closest point to the <paramref name="ptIdx"/>.
/// </summary>
/// <param name="contour">Contour.</param>
/// <param name="ptIdx">Point index for which to find the closest point.</param>
/// <param name="searchSegment">Contour segment to search.</param>
/// <param name="distance">Distance from <paramref name="ptIdx"/> to returned point index.</param>
/// <returns>Closest point index regarding <paramref name="ptIdx"/>.</returns>
public static int GetClosestPoint(this IList <Point> contour, int ptIdx, Range searchSegment, out double distance)
{
double minDist = Double.MaxValue;
int closestPt = -1;
Point pt = contour[ptIdx];
int idx = (int)searchSegment.Min;
while (idx != (int)searchSegment.Max)
{
var dist = ((PointF)pt).DistanceTo(contour[idx]);
if (dist < minDist)
{
minDist = dist;
closestPt = idx;
}
idx = (idx + 1) % contour.Count;
}
distance = minDist;
return(closestPt);
}
/// <summary>
/// anglebetween gazepoint, glyph center and top point of the glyph
/// </summary>
/// <param name="glyph"></param>
/// <param name="gaze"></param>
/// <returns></returns>
public int getGazeAngle(ExtractedGlyphData glyph, AForge.Point gaze)
{
int angle = 0;
//gaze
AForge.IntPoint g = new AForge.IntPoint(Convert.ToInt32(gaze.X), Convert.ToInt32(gaze.Y));
//top point
Point topCenter = new Point(0, 0);
int i = 0, j = 1;
topCenter.X = (glyph.Quadrilateral[i].X + glyph.Quadrilateral[j].X) / 2;
topCenter.Y = (glyph.Quadrilateral[i].Y + glyph.Quadrilateral[j].Y) / 2;
AForge.IntPoint top = new AForge.IntPoint(topCenter.X, topCenter.Y);
//center
AForge.IntPoint minXY, maxXY;
PointsCloud.GetBoundingRectangle(glyph.Quadrilateral, out minXY, out maxXY);
AForge.IntPoint center = (minXY + maxXY) / 2;
AForge.IntPoint cnt = new AForge.IntPoint(center.X, center.Y);
angle = (int)(AForge.Math.Geometry.GeometryTools.GetAngleBetweenVectors(cnt, g, top));
int direc = 1;
if ((cnt.X - top.X) != 0 && (g.Y - cnt.Y - ((cnt.Y - top.Y) / (cnt.X - top.X)) * (g.X - cnt.X)) < 0)
{
direc = -1;
}
// if (top.X < cnt.X) direc *= -1;
angle *= direc;
return(angle);
}
private static List <Match> matchTemplate(this LinearizedMaps linMaps, ITemplate template, Rectangle searchArea, int minMatchingPercentage, bool filterPartialObjects = true)
{
//just do matching for templates that can fit into query image
if (template.Size.Width > linMaps.ImageValidSize.Width ||
template.Size.Height > linMaps.ImageValidSize.Height)
{
return(new List <Match>());
}
var similarityMap = calculateSimilarityMap(template, linMaps, searchArea);
float rawScoreScale = 100f / (GlobalParameters.MAX_FEATURE_SIMILARITY * template.Features.Length);
short minMatchingRawScore = (short)System.Math.Round(minMatchingPercentage * (1 / rawScoreScale));
List <short> rawScores;
var foundMatchPoints = searchSimilarityMap(similarityMap, minMatchingRawScore, out rawScores);
var offset = new Point(searchArea.X, searchArea.Y);
var foundCandidates = createMatches(template, linMaps.NeigborhoodSize, foundMatchPoints, offset, rawScores, rawScoreScale);
filterPartialShownObjects(ref foundCandidates, linMaps.ImageSize);
return(foundCandidates);
}
/// <summary>
/// Gets closest point to the <paramref name="ptIdx"/> starting from a <paramref name="startIdx"/> moving in the <paramref name="direction"/>.
/// Scale <paramref name="scale"/> is used to avoid local minima if contour is noisy.
/// </summary>
/// <param name="contour">Contour.</param>
/// <param name="ptIdx">Point index for which to find the closest point.</param>
/// <param name="startIdx">Start point from which the search begins.</param>
/// <param name="direction">Search direction. If > 0 then search continues in the positive direction, if < 0 then search is continued toward negative indexes.</param>
/// <param name="scale">A good value is ~15. A specified region will be searched every time to avoid local minima.</param>
/// <param name="distance">Distance from <paramref name="ptIdx"/> to returned point index.</param>
/// <returns>Closest point index regarding <paramref name="ptIdx"/>.</returns>
public static int GetClosestPoint(this IList <Point> contour, int ptIdx, int startIdx, int direction, int scale, out double distance)
{
double minDist = Double.MaxValue;
int closestPt = -1;
Point pt = contour[ptIdx];
int idx = startIdx;
while (true)
{
var idxB = (idx + direction * scale) % contour.Count;
if (idxB < 0)
{
idxB += contour.Count;
}
double foundDist;
var searchRange = (direction > 0) ? new Range(idx, idxB) : new Range(idxB, idx);
int foundPt = GetClosestPoint(contour, ptIdx, searchRange, out foundDist);
idx = idxB;
if (foundDist < minDist)
{
minDist = foundDist;
closestPt = foundPt;
}
else
{
break;
}
}
distance = minDist;
return(closestPt);
}
/// <summary>
/// Flips an input image horizontally / vertically / both directions / or none (data copy).
/// </summary>
/// <typeparam name="TColor">Color type.</typeparam>
/// <param name="source">Input image.</param>
/// <param name="sourceArea">Source area.</param>
/// <param name="destination">Destination image.</param>
/// <param name="destinationOffset">Destination image offset.</param>
/// <param name="flipDirection">Flip direction.</param>
public static void FlipImage <TColor>(this TColor[,] source, Rectangle sourceArea, TColor[,] destination, Point destinationOffset, FlipDirection flipDirection)
{
int startDstRow = 0; int vDirection = 1;
int startDstCol = 0; int hDirection = 1;
if ((flipDirection & FlipDirection.Vertical) != 0)
{
startDstRow = (destinationOffset.Y + sourceArea.Height) - 1; vDirection = -1;
}
if ((flipDirection & FlipDirection.Horizontal) != 0)
{
startDstCol = (destinationOffset.X + sourceArea.Width) - 1; hDirection = -1;
}
for (int srcRow = 0, dstRow = startDstRow; srcRow < sourceArea.Bottom; srcRow++, dstRow += vDirection)
{
for (int srcCol = 0, dstCol = startDstCol; srcCol < sourceArea.Right; srcCol++, dstCol += hDirection)
{
destination[dstRow, dstCol] = source[srcRow, srcCol];
}
}
}
public override void OnMouseDown(object sender, MouseEventArgs e)
{
if (e.Button != MouseButtons.Left || !this.IsSelected || isDrawn)
return;
ptFirst = Element.ToImageCoordinate(e.Location.ToPt()).Round();
roi.Location = ptFirst; //if user draws MIN_RECT_SIZE, add it to click location
}
private static List <Match> createMatches(ITemplate template, int neigborhood, List <Point> mapPositions, Point offset, List <short> rawScores, float rawScoreScale)
{
var matches = new List <Match>();
int allignment = neigborhood / 2;
for (int i = 0; i < mapPositions.Count; i++)
{
var match = new Match
{
X = mapPositions[i].X * neigborhood + allignment + offset.X,
Y = mapPositions[i].Y * neigborhood + allignment + offset.Y,
Score = rawScores[i] * rawScoreScale,
Template = template
};
matches.Add(match);
}
return(matches);
}
/// <summary>
/// Computes the distance from circle to point.
/// </summary>
///
/// <param name="point">The point to have its distance from the circle computed.</param>
///
/// <returns>The distance from <paramref name="point"/> to this circle.</returns>
///
public double DistanceToPoint(Point point)
{
var centerDiff = Accord.Math.Distance.Euclidean(X, Y, point.X, point.Y);
return System.Math.Abs(centerDiff - Radius);
}
/// <summary>
/// Contains Method
/// </summary>
///
/// <remarks>
/// Checks if a Point lies within this Rectangle.
/// </remarks>
public bool Contains(Point pt)
{
return Contains(pt.X, pt.Y);
}
private static List<Match> createMatches(ITemplate template, int neigborhood, List<Point> mapPositions, Point offset, List<short> rawScores, float rawScoreScale)
{
var matches = new List<Match>();
int allignment = neigborhood / 2;
for (int i = 0; i < mapPositions.Count; i++)
{
var match = new Match
{
X = mapPositions[i].X * neigborhood + allignment + offset.X,
Y = mapPositions[i].Y * neigborhood + allignment + offset.Y,
Score = rawScores[i] * rawScoreScale,
Template = template
};
matches.Add(match);
}
return matches;
}
/// <summary>
/// Offset Method
/// </summary>
///
/// <remarks>
/// Moves the Rectangle a specified distance.
/// </remarks>
public void Offset(Point pos)
{
x += pos.X;
y += pos.Y;
}
/// <summary>
/// Creates a new instance of an <see cref="CircleF"/> structure.
/// </summary>
/// <param name="position">Center position.</param>
/// <param name="radius">Circle radius.</param>
public Circle(Point position, int radius)
: this(position.X, position.Y, radius)
{
}
private static List<Match> matchTemplate(this LinearizedMaps linMaps, ITemplate template, Rectangle searchArea, int minMatchingPercentage, bool filterPartialObjects = true)
{
//just do matching for templates that can fit into query image
if (template.Size.Width > linMaps.ImageValidSize.Width ||
template.Size.Height > linMaps.ImageValidSize.Height)
return new List<Match>();
var similarityMap = calculateSimilarityMap(template, linMaps, searchArea);
float rawScoreScale = 100f / (GlobalParameters.MAX_FEATURE_SIMILARITY * template.Features.Length);
short minMatchingRawScore = (short)System.Math.Round(minMatchingPercentage * (1 / rawScoreScale));
List<short> rawScores;
var foundMatchPoints = searchSimilarityMap(similarityMap, minMatchingRawScore, out rawScores);
var offset = new Point(searchArea.X, searchArea.Y);
var foundCandidates = createMatches(template, linMaps.NeigborhoodSize, foundMatchPoints, offset, rawScores, rawScoreScale);
filterPartialShownObjects(ref foundCandidates, linMaps.ImageSize);
return foundCandidates;
}
public void VisualizeGlyph(Bitmap bitmap, Dictionary <string, string> names)
{
lock (this)
{
if (foundGlyphs.Count > 0)
{
if ((visualizationType == VisualizationType.BorderOnly) ||
(visualizationType == VisualizationType.Name))
{
Graphics g = Graphics.FromImage(bitmap);
// highlight each found glyph
foreach (ExtractedGlyphData glyphData in foundGlyphs)
{
if ((glyphData.RecognizedGlyph == null) || (glyphData.RecognizedGlyph.UserData == null))
{
// highlight with default pen
g.DrawPolygon(defaultPen, ToPointsArray(glyphData.Quadrilateral));
}
else
{
GlyphVisualizationData visualization =
(GlyphVisualizationData)glyphData.RecognizedGlyph.UserData;
Pen pen = new Pen(visualization.Color, 3);
// highlight border
g.DrawPolygon(pen, ToPointsArray(glyphData.Quadrilateral));
// show glyph's name
if (visualizationType == VisualizationType.Name)
{
// get glyph's center point
AForge.IntPoint minXY, maxXY;
PointsCloud.GetBoundingRectangle(glyphData.Quadrilateral, out minXY, out maxXY);
AForge.IntPoint center = (minXY + maxXY) / 2;
string GyphName = "";
if (names.ContainsKey(glyphData.RecognizedGlyph.Name))
{
GyphName = names[glyphData.RecognizedGlyph.Name];
}
// glyph's name size
SizeF nameSize = g.MeasureString(GyphName, defaultFont);
// paint the name
Brush brush = new SolidBrush(visualization.Color);
g.DrawString(GyphName, defaultFont, brush,
new Point(center.X - (int)nameSize.Width / 2, center.Y - (int)nameSize.Height / 2));
brush.Dispose( );
}
pen.Dispose( );
}
}
}
}
}
}
/// <summary>
/// Offset Method
/// </summary>
///
/// <remarks>
/// Moves the Rectangle a specified distance.
/// </remarks>
public void Offset(Point pos)
{
x += pos.X;
y += pos.Y;
}
// -----------------------
// Public Constructors
// -----------------------
/// <summary>
/// Size Constructor
/// </summary>
///
/// <remarks>
/// Creates a Size from a Point value.
/// </remarks>
public Size(Point pt)
{
width = pt.X;
height = pt.Y;
}
/// <summary>
/// Adds two 8-bit gray images.
/// <para>Source and destination image must have the size.</para>
/// </summary>
/// <param name="src">Source image.</param>
/// <param name="dst">Destination image.</param>
/// <param name="srcOffset">The point in source image.</param>
public static void AddTo(this Image <Gray, byte> src, Image <Gray, byte> dst, Point srcOffset)
{
Debug.Assert(src.Width == dst.Width && src.Height == dst.Height);
byte *srcRow = (byte *)src.GetData(srcOffset.Y);
byte *dstRow = (byte *)dst.ImageData;
if (src.Stride == src.Width && dst.Stride == dst.Width)
{
int numElemsToAdd = src.Width * src.Height - (srcOffset.Y * src.Width + srcOffset.X);
AddByteToByteVector(srcRow + srcOffset.X, dstRow, numElemsToAdd);
}
else
{
//first row
int nElemsToAddFirstRow = src.Width - srcOffset.X;
AddByteToByteVector(srcRow + srcOffset.X, dstRow, nElemsToAddFirstRow);
//other rows
srcRow += src.Stride;
dstRow += dst.Stride;
for (int r = srcOffset.Y + 1; r < src.Height; r++)
{
AddByteToByteVector(srcRow, dstRow, src.Width);
srcRow += src.Stride;
dstRow += dst.Stride;
}
}
}
public override void OnMouseDown(object sender, MouseEventArgs e)
{
if (e.Button != MouseButtons.Left || !this.IsSelected || isDrawn)
return;
pt = Element.ToImageCoordinate(e.Location.ToPt()).Round();
var imageSize = Element.Image.Size.ToSize();
this.Annotation.Polygon = new Point[] { pt.Clamp(imageSize) };
isDrawn = true;
}
/// <summary>
/// Creates a new instance of an <see cref="CircleF"/> structure.
/// </summary>
/// <param name="position">Center position.</param>
/// <param name="radius">Circle radius.</param>
public Circle(Point position, int radius)
: this(position.X, position.Y, radius)
{
}
/// <summary>
/// Computes the distance from circle to point.
/// </summary>
///
/// <param name="point">The point to have its distance from the circle computed.</param>
///
/// <returns>The distance from <paramref name="point"/> to this circle.</returns>
///
public double DistanceToPoint(Point point)
{
var centerDiff = Accord.Math.Distance.Euclidean(X, Y, point.X, point.Y);
return(System.Math.Abs(centerDiff - Radius));
}
// -----------------------
// Public Constructors
// -----------------------
/// <summary>
/// Size Constructor
/// </summary>
///
/// <remarks>
/// Creates a Size from a Point value.
/// </remarks>
public Size(Point pt)
{
width = pt.X;
height = pt.Y;
}
private static unsafe void convolveFloat(IImage src, Rectangle sourceWorkingArea, IImage dest, Point destLoc, IImage kernel)
{
int srcStride = src.Stride;
int destStride = dest.Stride;
float *kernelPtr = (float *)kernel.ImageData;
int kernelWidth = kernel.Width;
int kernelHeight = kernel.Height;
int nChannels = src.ColorInfo.NumberOfChannels;
for (int channel = 0; channel < nChannels; channel++)
{
float *srcPtr = (float *)src.GetData(sourceWorkingArea.Y, sourceWorkingArea.X) + channel;
float *destPtr = (float *)dest.GetData(destLoc.Y, destLoc.X) + channel;
for (int row = sourceWorkingArea.Y; row < sourceWorkingArea.Bottom; row++)
{
int chCol = 0;
for (int col = sourceWorkingArea.X; col < sourceWorkingArea.Right; col++)
{
destPtr[chCol] = applyKernelFloat(kernelPtr, &srcPtr[chCol], kernelWidth, kernelHeight, srcStride, nChannels);
chCol += nChannels;
}
srcPtr += srcStride / sizeof(float);
destPtr += destStride / sizeof(float);
}
}
}
public Image<Gray, byte> GetMapElement(Point position, int angleIndex, out Point mapPoint)
{
//find corresponding linearized map for neighbour
int gridX = position.X % this.NeigborhoodSize;
int gridY = position.Y % this.NeigborhoodSize;
//find corresponsing position
int elemX = position.X / this.NeigborhoodSize;
int elemY = position.Y / this.NeigborhoodSize;
//get corresponding map and (row, col)
var map = this.LinearMaps[angleIndex][gridY, gridX];
//corresponding point in returned map
mapPoint = new Point(elemX, elemY);
return map;
}
/// <summary>
/// Contains Method
/// </summary>
///
/// <remarks>
/// Checks if a Point lies within this Rectangle.
/// </remarks>
public bool Contains(Point pt)
{
return(Contains(pt.X, pt.Y));
}
// -----------------------
// Public Constructors
// -----------------------
/// <summary>
/// Rectangle Constructor
/// </summary>
///
/// <remarks>
/// Creates a Rectangle from Point and Size values.
/// </remarks>
public Rectangle(Point location, Size size)
{
x = location.X;
y = location.Y;
width = size.Width;
height = size.Height;
}
/// <summary>
/// Converts Imaging.NET points to AForge.NET representation.
/// </summary>
/// <param name="point">Points.</param>
/// <returns>Converted points.</returns>
public static AForge.IntPoint[] ToPoints(this Point[] points)
{
var result = new AForge.IntPoint[points.Length];
Array.Copy(points, result, points.Length);
return result;
}
private static Image<Gray, short> calculateSimilarityMap(ITemplate template, LinearizedMaps maps, Rectangle searchArea)
{
Debug.Assert(searchArea.Right <= maps.ImageSize.Width &&
searchArea.Bottom <= maps.ImageSize.Height);
Debug.Assert(template.Size.Width + searchArea.X < maps.ImageSize.Width &&
template.Size.Height + searchArea.Y < maps.ImageSize.Height);
int width = searchArea.Width / maps.NeigborhoodSize;
int height = searchArea.Height / maps.NeigborhoodSize;
Image<Gray, short> similarityMap = new Image<Gray, short>(width, height, LinearizedMaps.MAP_STRIDE_ALLIGNMENT); //performance penalty (alloc, dealloc)!!!
using (var buffer = new Image<Gray, byte>(width, height, LinearizedMaps.MAP_STRIDE_ALLIGNMENT)) //performance penalty (alloc, dealloc)!!!
{
int nAddsInBuffer = 0;
foreach (var feature in template.Features)
{
var position = new Point(feature.X + searchArea.X, feature.Y + searchArea.Y); //shifted position
Point mapPoint;
var neighbourMap = maps.GetMapElement(position, feature.AngleIndex, out mapPoint);
neighbourMap.AddTo(buffer, mapPoint);
nAddsInBuffer++;
if (nAddsInBuffer / GlobalParameters.MAX_SUPPORTED_NUM_OF_FEATURES_ADDDED_AS_BYTE != 0)
{
buffer.AddTo(similarityMap);
buffer.Clear();
nAddsInBuffer = 0;
}
}
bool finalAdd = (template.Features.Length % GlobalParameters.MAX_SUPPORTED_NUM_OF_FEATURES_ADDDED_AS_BYTE != 0) ? true : false;
if (finalAdd)
{
buffer.AddTo(similarityMap);
}
}
return similarityMap;
}