static void HSV(VectorMap vOriginal)
{
VectorMap vHsvChroma = vOriginal
.ConvertAll(delegate(Vector i)
{
float max = Math.Max(Math.Max(i.X, i.Y), i.Z);
float min = Math.Min(Math.Min(i.X, i.Y), i.Z);
float c = max - min;
float h = (float)Math.PI / 3 * (c == 0 ? 0
: max == i.X ? ((i.Y - i.Z) / c + 6) % 6
: max == i.Y ? (i.Z - i.X) / c + 2
: (i.X - i.Y) / c + 4);
return(new Vector(h, c == 0 ? 0 : c / max, max));
})
.ConvertAll(i => new Vector(i.X, i.Y, 1));
Bitmap bHsvChroma = vHsvChroma
.ConvertAll(delegate(Vector i)
{
float c = i.Z * i.Y;
float h = i.X * 3 / (float)Math.PI;
float x = c * (1 - Math.Abs(h % 2 - 1));
Vector j = h < 1 ? new Vector(c, x, 0)
: h < 2 ? new Vector(x, c, 0)
: h < 3 ? new Vector(0, c, x)
: h < 4 ? new Vector(0, x, c)
: h < 5 ? new Vector(x, 0, c)
: new Vector(c, 0, x);
float m = i.Z - c;
return(new Vector(j.X + m, j.Y + m, j.Z + m));
})
.ToBitmap();
}
static void FillBlots(VectorMap map, Sphere target, out BoolMap fillMap, out int area, out Rectangle bounds, out Point origin)
{
fillMap = new BoolMap(map.Width, map.Height);
origin = Point.Empty;
area = 0;
bounds = Rectangle.Empty;
for (int y = 0; y < map.Height; y++)
{
for (int x = 0; x < map.Width; x++)
{
if (fillMap[x, y])
{
continue;
}
var xy = new Point(x, y);
int xyArea;
Rectangle xyBounds;
FloodFill(map, xy, target, fillMap, out xyArea, out xyBounds);
if (xyArea > area)
{
area = xyArea;
bounds = xyBounds;
origin = xy;
}
}
}
}
/// <exception cref="System.TypeLoadException"/>
/// <exception cref="System.IO.IOException"/>
public virtual void LoadSemantics(Properties props)
{
log.Info("LOADING SEMANTICS");
// wordnet = new WordNet();
// load word vector
if (HybridCorefProperties.LoadWordEmbedding(props))
{
log.Info("LOAD: WordVectors");
string wordvectorFile = HybridCorefProperties.GetPathSerializedWordVectors(props);
string word2vecFile = HybridCorefProperties.GetPathWord2Vec(props);
try
{
// Try to read the serialized vectors
vectors = VectorMap.Deserialize(wordvectorFile);
}
catch (IOException e)
{
// If that fails, try to read the vectors from the word2vec file
if (new File(word2vecFile).Exists())
{
vectors = VectorMap.ReadWord2Vec(word2vecFile);
if (wordvectorFile != null && !wordvectorFile.StartsWith("edu"))
{
vectors.Serialize(wordvectorFile);
}
}
else
{
// If that fails, give up and crash
throw new RuntimeIOException(e);
}
}
dimVector = vectors.GetEnumerator().Current.Value.Length;
}
}
static void FloodFill(VectorMap map, Point origin, Sphere target, BoolMap fillMap, out int area, out Rectangle bounds)
{
var queue = new Queue <Point>(map.Width + map.Height);
queue.Enqueue(origin);
bounds = new Rectangle(int.MaxValue, int.MaxValue, 0, 0);
area = 0;
while (queue.Count > 0)
{
Point p = queue.Dequeue();
if (fillMap[p.X, p.Y] || !target.Contains(map[p]))
{
continue;
}
fillMap[p.X, p.Y] = true;
if (bounds.X > p.X)
{
bounds.X = p.X;
}
if (bounds.Y > p.Y)
{
bounds.Y = p.Y;
}
if (bounds.Right <= p.X)
{
bounds.Width = p.X - bounds.X + 1;
}
if (bounds.Bottom <= p.Y)
{
bounds.Height = p.Y - bounds.Y + 1;
}
area++;
if (p.X > 0)
{
queue.Enqueue(new Point(p.X - 1, p.Y));
}
if (p.Y > 0)
{
queue.Enqueue(new Point(p.X, p.Y - 1));
}
if (p.X < map.Width - 1)
{
queue.Enqueue(new Point(p.X + 1, p.Y));
}
if (p.Y < map.Height - 1)
{
queue.Enqueue(new Point(p.X, p.Y + 1));
}
}
if (bounds.Size == Size.Empty)
{
bounds.Location = Point.Empty;
}
}
private static void ApplySingleFilterInplace(VectorMap map, VectorToVectorFilter filter)
{
Parallel.For(0, map.Height, y =>
{
var pix = map.GetRow(y);
for (var x = 0; x < map.Width; x++)
{
filter.ProcessColor(pix, pix);
pix.MoveNext();
}
});
}
private static void ProcessMiddleRows(RawBGGRMap <ushort> file, VectorMap res)
{
// Middle Rows
Parallel.For(0, (res.Height - 2) / 2, yy =>
{
var y = yy * 2 + 1;
ProcessMiddleOddRows(file.GetRow(y), res.Width, res.GetRow(y));
y++;
ProcessMiddleEvenRows(file.GetRow(y), res.Width, res.GetRow(y));
});
}
void browseButton_Click(object sender, EventArgs e)
{
using (var dialog = new OpenFileDialog())
{
if (dialog.ShowDialog() == DialogResult.Cancel)
{
return;
}
browseButton.Enabled = false;
Cursor = Cursors.WaitCursor;
string fileName = dialog.FileName;
Text = "Loading: " + fileName;
ThreadPool.UnsafeQueueUserWorkItem(delegate
{
try
{
if (loadedImage != null)
{
loadedImage.Dispose();
loadedImage = null;
chromaMap = null;
}
GC.Collect();
loadedImage = new Bitmap(fileName);
chromaMap = new VectorMap(loadedImage);
chromaMap.ForEach(delegate(Vector i)
{
float m = Math.Max(Math.Max(i.X, i.Y), i.Z);
return(m > 0 ? new Vector(i.X / m, i.Y / m, i.Z / m) : new Vector(1, 1, 1));
});
imageRect.Size = loadedImage.Size;
if (colorPoints.Count > 0)
{
int area;
Rectangle bounds;
FillBlots(chromaMap, boundingSphere, out fillMap, out area, out bounds, out fillOrigin);
}
BeginInvoke(new Action(delegate { Text = fileName; }));
}
catch (Exception ex)
{
imageRect.Size = Size.Empty;
BeginInvoke(new Action(delegate { MessageBox.Show(this, ex.Message); }));
}
finally
{
BeginInvoke(new Action(delegate { Cursor = Cursors.Default; browseButton.Enabled = true; Invalidate(); }));
}
}, null);
}
}
// B G B G
// G R G R
// B G B G
// G R G R
public VectorMap Process(RawBGGRMap <ushort> file)
{
if (file.Width % 2 != 0 || file.Height % 2 != 0)
{
throw new ArgumentException("Width and Height should be even");
}
var res = new VectorMap(file.Width, file.Height);
ProcessTopLine(file, res);
ProcessMiddleRows(file, res);
ProcessBottomLine(file, res);
return(res);
}
protected virtual bool Eval(VectorMap left, VectorMap right, int ulTimeEval, ref T output)
{
// Check for being the same or maybe wrap around
if (left.Ticks >= right.Ticks)
{
output = right.Data;
return(true);
}
// Find the relative position of ulTimeEval between right.Ticks and left.Ticks
float fAlpha = Util.Unlerp(left.Ticks, ulTimeEval, right.Ticks);
// Lerp between right.pos and left.pos
output = Util.Lerp(left.Data, fAlpha, right.Data);
return(true);
}
private static VectorMap ApplyCurve(ColorMapUshort map, Vector3[] curve)
{
var result = new VectorMap(map.Width, map.Height);
Parallel.For(0, result.Height, y =>
{
var input = map.GetRow(y);
var output = result.GetRow(y);
for (var x = 0; x < result.Width; x++)
{
output.SetAndMoveNext(curve[input.R].X, curve[input.G].Y, curve[input.B].Z);
input.MoveNext();
}
});
return(result);
}
private static RGB8Map ConvertToRGB(VectorMap map, VectorToColorFilter <byte> filter)
{
var result = new RGB8Map(map.Width, map.Height);
Parallel.For(0, map.Height, y =>
{
var input = map.GetRow(y);
var output = result.GetRow(y);
for (var x = 0; x < map.Width; x++)
{
filter.ProcessColor(input, output);
input.MoveNext();
output.MoveNext();
}
});
return(result);
}
public object Execute(string scriptName, IDictionary <string, Object> dict = null)
{
VectorMap vm = new VectorMap();
if (dict != null)
{
foreach (KeyValuePair <string, Object> p in dict)
{
VectorChar vcKey = toVectorChar(p.Key);
VectorChar vcValue = toVectorChar(argMarshaller.ObjectToByteBuffer(p.Value));
vm.Add(vcKey, vcValue);
}
}
VectorByte vb = cache.execute(scriptName, vm);
byte[] ret = new byte[vb.Count];
vb.CopyTo(ret);
return(argMarshaller.ObjectFromByteBuffer(ret));
}
static void XYZ(VectorMap vOriginal)
{
// Note to self: sRGB white point = (0.3127, 0.329, 0.3583)
/*string s = "";
* e.Graphics.DrawString(s, form.Font, Brushes.Black, form.PointToClient(Form.MousePosition) - e.Graphics.MeasureString(s, form.Font).ToSize());*/
VectorMap vXyyChroma = vOriginal
.ConvertAll(i => RemoveGamma(i))
.ConvertAll(i => RgbToXyz(i))
.ConvertAll(i => XyzToXyy(i))
.ConvertAll(i => new Vector(i.X, i.Y, 0.5f));
Bitmap bXyzChroma = vXyyChroma
.ConvertAll(i => XyyToXyz(i))
.ConvertAll(i => XyzToRgb(i))
.ConvertAll(i => ApplyGamma(i))
.ToBitmap();
}
// B G B G
// G R G R
// B G B G
// G R G R
private static void ProcessBottomLine(RawBGGRMap <ushort> map, VectorMap res)
{
var pix = res.GetPixel();
var raw = map.GetRow(res.Height - 1);
// Bottom Left pixel
var lastY = res.Height - 1;
pix.SetAndMoveNext(
raw.GetRel(1, 0) << 1,
raw.Value << 1,
raw.GetRel(0, -1) << 1);
raw.MoveNext();
// Bottom row
for (var x = 1; x < res.Width - 1; x += 2)
{
pix.SetAndMoveNext(
raw.Value << 1,
(raw.GetRel(-1, 0) + raw.GetRel(+1, 0) + raw.GetRel(0, -1) << 1) >> 1,
(raw.GetRel(-1, 0) + raw.GetRel(+1, 0)));
pix.SetAndMoveNext(
(raw.Value + raw.GetRel(+2, 0)),
raw.GetRel(+1, 0) << 1,
raw.GetRel(+1, 0 - 1) << 1);
raw.MoveNext();
raw.MoveNext();
}
// Bottom right pixel
pix.SetAndMoveNext(
raw.GetRel(-1, 0) << 1,
(raw.GetRel(-1, -1) + raw.GetRel(-2, 0)),
raw.GetRel(-2, -1) << 1);
raw.MoveNext();
}
private static void ProcessTopLine(RawBGGRMap <ushort> map, VectorMap res)
{
float maxValue = map.MaxValue;
var pix = res.GetPixel();
var raw = map.GetRow(0);
// Top Left pixel
pix.SetAndMoveNext(
(raw.GetRel(1, 1) / maxValue),
(raw.GetRel(1, 0) + raw.GetRel(0, 1)),
raw.Value << 1);
raw.MoveNext();
// Top row
for (var x = 1; x < res.Width - 1; x += 2)
{
pix.SetAndMoveNext(
raw.GetRel(0, 1) << 1,
raw.Value << 1,
(raw.GetRel(-1, 0) + raw.GetRel(+1, 0)));
pix.SetAndMoveNext(
(raw.GetRel(0, 1) + raw.GetRel(+2, 1)),
(raw.Value + raw.GetRel(+2, 0) + (raw.GetRel(+1, 1) << 1)) >> 1,
raw.GetRel(+1, 0) << 1);
raw.MoveNext();
raw.MoveNext();
}
// Top right pixel
pix.SetAndMoveNext(
(ushort)(raw.GetRel(res.Width - 1, 1) << 1),
(ushort)(raw.GetRel(res.Width - 1, 0) << 1),
(ushort)(raw.GetRel(res.Width - 2, 0) << 1));
raw.MoveNext();
}