/// <summary>
/// Calculates the percentage of a given bitmap's region which is populated by certain colors.
/// </summary>
/// <param name="lb">The bitmap to analyze</param>
/// <param name="boundingRect">The region of the bitmap to analyze</param>
/// <param name="colors">The colors to scan for. Every other color is ignored.</param>
/// <returns></returns>
public static double GetBlobDensity(LockBitmap lb, Rectangle boundingRect, IEnumerable <Color> colors)
{
int totalMatches = 0;
try
{
for (int x = (boundingRect.Left >= 0 ? boundingRect.Left : 0); x <= boundingRect.Right; x++)
{
for (int y = boundingRect.Top; y <= boundingRect.Bottom && y < lb.Height; y++)
{
Color c = lb.GetPixel(x, y);
foreach (Color match in colors)
{
if (c == match)
{
totalMatches++;
break;
}
}
}
}
return((double)totalMatches / (boundingRect.Height * boundingRect.Width));
}
catch (Exception)
{
return(0.0f);
}
}
/// <summary>
/// See above.
/// </summary>
/// <param name="b"></param>
/// <param name="boundingRectangle"></param>
/// <param name="threshold"></param>
/// <returns></returns>
public static List <Line> OCRBitmap(Bitmap b, Rectangle boundingRectangle, IEnumerable <Color> threshold)
{
// Perf -- lock crud
using (LockBitmap lb = new LockBitmap(b))
{
return(OCRBitmap(lb, boundingRectangle, threshold));
}
}
public Line(LockBitmap b, Rectangle boundingRectangle)
{
BoundingRectangle = boundingRectangle;
List <Char> characters = new List <Char>();
int rectLeft = -1, rectTop = -1, rectBottom = -1, rectRight = -1;
bool inRect = false;
Color black = Color.FromArgb(255, 0, 0, 0);
for (int x = boundingRectangle.Left; x <= boundingRectangle.Right; x++)
{
bool blackFound = false;
for (int y = boundingRectangle.Top; y <= boundingRectangle.Bottom; y++)
{
Color c = b.GetPixel(x, y);
if (c == black)
{
if (rectLeft == -1)
{
rectLeft = x;
}
if (y < rectTop || rectTop == -1)
{
rectTop = y;
}
if (y > rectBottom || rectBottom == -1)
{
rectBottom = y;
}
blackFound = true;
inRect = true;
}
}
if (!blackFound && inRect)
{
rectRight = x - 1;
characters.Add(new Char(new Rectangle(rectLeft, rectTop, rectRight - rectLeft, rectBottom - rectTop)));
rectLeft = rectTop = rectRight = rectBottom = -1;
inRect = false;
}
}
if (inRect)
{
rectRight = boundingRectangle.Right;
characters.Add(new Char(new Rectangle(rectLeft, rectTop, rectRight - rectLeft, rectBottom - rectTop)));
}
Characters = characters;
}
/// <summary>
/// Performs OCR on this line, recursively calling each child Char's DoOCR function
/// </summary>
/// <param name="lb">The bitmap containing the line</param>
/// <param name="screentotalArea">The total area of the playscreen, used for OCR purposes</param>
/// <param name="specialcharsenabled">True if the line can contain "e" and "."</param>
/// <param name="lthreshold">The left-threshold. Characters which are contained entirely to the left of this value are skipped</param>
/// <param name="lskip">Left skip. Specifies a number of characters which will be skipped, when reading from left to right.</param>
public void DoOcr(LockBitmap lb, int screentotalArea, bool specialcharsenabled = true, int lthreshold = -1, int lskip = -1)
{
StringBuilder sb = new StringBuilder(Characters.Count());
int lskipped = 0;
foreach (Char c in Characters)
{
if (lthreshold != -1 && c.GetBoundingRectangle().Right < lthreshold)
{
continue;
}
if (lskip != -1 && lskipped < lskip)
{
lskipped++;
continue;
}
c.DoOcr(lb, screentotalArea, specialcharsenabled);
sb.Append(c.GuessedCharacter);
}
OcrString = sb.ToString();
}
/// <summary>
/// Performs OCR on a bitmap, reading the Chars and Lines present.
/// </summary>
/// <param name="lb">The bitmap to OCR</param>
/// <param name="boundingRectangle">Defines the region of the bitmap to OCR. Defining a larger region than necessary will have perf consequences.</param>
/// <param name="threshold">An enumeration of colors which are considered text colors. Every pixel which is not one of these colors will be ignored.</param>
/// <returns>A list of lines. Note that character OCR is not performed on the returned lines -- those lines' DoOCR function needs to be called separately (for perf reasons)</returns>
public static List <Line> OCRBitmap(LockBitmap lb, Rectangle boundingRectangle, IEnumerable <Color> threshold)
{
List <Line> lines = new List <Line>();
int rectLeft = -1, rectRight = -1, rectTop = -1, rectBot = -1;
bool inLine = false;
for (int y = boundingRectangle.Top; y < boundingRectangle.Bottom; y++)
{
bool foundBlack = false;
for (int x = boundingRectangle.Left; x < boundingRectangle.Right; x++)
{
Color pixel = lb.GetPixel(x, y);
if (pixel == Color.FromArgb(255, 0, 0, 0))
{
lb.SetPixel(x, y, Color.White);
}
foreach (Color c in threshold)
{
if (c == pixel)
{
lb.SetPixel(x, y, Color.Black);
if (rectTop == -1)
{
rectTop = y;
}
if (x < rectLeft || rectLeft == -1)
{
rectLeft = x;
}
if (x > rectRight || rectRight == -1)
{
rectRight = x;
}
foundBlack = true;
inLine = true;
break;
}
}
}
if (inLine && !foundBlack)
{
rectBot = y - 1;
// Minimum area requirements
if ((rectBot - rectTop) > 5)
{
lines.Add(new Line(lb, new Rectangle(rectLeft, rectTop, rectRight - rectLeft, rectBot - rectTop)));
}
rectLeft = rectTop = rectRight = rectBot = -1;
inLine = false;
}
}
return(lines);
}
/// <summary>
/// Tries to get the current amount of money from the screen. Is slow.
/// </summary>
/// <returns></returns>
public static double GetMoney()
{
Size s = MoneyArea.Size;
double money = -1;
using (Bitmap bitmap = GetImage(MoneyArea))
{
IEnumerable<Line> lines = OCREngine.OCRBitmap(bitmap, new Rectangle(0, 0, bitmap.Width, bitmap.Height), new Color[] {
Color.FromArgb(255, 254, 254, 254),
Color.FromArgb(255, 254, 254, 253)
});
using (LockBitmap lb = new LockBitmap(bitmap))
{
if (lines.Count() != 0)
{
Rectangle playableArea = GameEngine.GetPlayableArea();
lines.First().DoOcr(lb, playableArea.Height * playableArea.Width);
try
{
money = Convert.ToDouble(lines.First().OcrString);
}
catch (Exception)
{
// ignore
}
}
}
return money;
}
}
///// <summary>
///// Tries to get the current amount of money from the screen. Is slow.
///// </summary>
///// <returns></returns>
//public static string GetDamagePerSecond()
//{
// Size s = DamagePerSecondArea.Size;
// string dps = "";
// using (Bitmap bitmap = GetDamagePerSecondBMP())
// {
// IEnumerable<Line> lines = OCREngine.OCRBitmap(bitmap, new Rectangle(0, 0, bitmap.Width, bitmap.Height),
// new Color[]
// {
// Color.FromArgb(255, 254, 254, 254),
// Color.FromArgb(255, 254, 254, 253)
// });
// if (lines.Count() != 0)
// {
// using (LockBitmap lb = new LockBitmap(bitmap))
// {
// Rectangle playableArea = GameEngine.GetPlayableArea();
// lines.First().DoOcr(lb, playableArea.Height * playableArea.Width);
// try
// {
// //dps = Convert.ToDouble(lines.First().OcrString);
// dps = lines.First().OcrString;
// }
// catch (Exception)
// {
// // ignore
// }
// }
// }
// return dps;
// }
//}
//public static Bitmap GetDamagePerSecondBMP()
//{
// Bitmap bitmap = GetImage(DamagePerSecondArea);
// Bitmap resizedBitmap = new Bitmap(bitmap, new Size((int) (bitmap.Width * 2), (int) (bitmap.Height * 2)));
// // return resizedBitmap;
// Bitmap newBitmap = new Bitmap(resizedBitmap.Width, resizedBitmap.Height);
// var newColor = Color.FromArgb(255, 254, 254, 254);
// var white = Color.DeepPink;
// for (int i = 0; i < resizedBitmap.Width; i++)
// {
// for (int j = 0; j < resizedBitmap.Height; j++)
// {
// var actulaColor = resizedBitmap.GetPixel(i, j);
// if (actulaColor.R > 220)
// newBitmap.SetPixel(i, j, newColor);
// else
// newBitmap.SetPixel(i, j, white);
// }
// }
// return newBitmap;
//}
/// <summary>
/// Tries to parse all heroes on screen. Is null if there is crap on the screen preventing the heros from being parsed. Is very slow.
/// </summary>
/// <returns></returns>
public static ParsedHeroes GetHeroes()
{
Size s = HeroesArea.Size;
using (Bitmap bitmap = GetImage(HeroesArea))
{
List<Line> lines = OCREngine.OCRBitmap(bitmap, new Rectangle(0, 0, bitmap.Width, bitmap.Height), new Color[] {
Color.FromArgb(255, 254, 254, 254),
Color.FromArgb(255, 254, 254, 253),
Color.FromArgb(255, 102, 51, 204), // purple for gilded heroes
});
using (LockBitmap lb = new LockBitmap(bitmap))
{
ParsedHeroes ph = GameEngine.ParseHeroes(lines, lb);
if (ph == null)
{
return null;
}
foreach (HeroStats hs in ph.HeroStats)
{
hs.CalculateUpgrades(lb);
}
return ph;
}
}
}
/// <summary>
/// Tries to get the current amount of money from the screen. Is slow.
/// </summary>
/// <returns></returns>
public static double GetMoney()
{
Size s = MoneyArea.Size;
double money = -1;
Console.WriteLine(s.Width);
Console.WriteLine(s.Height);
using (Bitmap bitmap = new Bitmap(s.Width, s.Height))
{
using (Graphics g = Graphics.FromImage(bitmap))
{
g.CopyFromScreen(new Point(MoneyArea.Left, MoneyArea.Top), Point.Empty, s);
}
IEnumerable<Line> lines = OCREngine.OCRBitmap(bitmap, new Rectangle(0, 0, bitmap.Width, bitmap.Height), new Color[] {
Color.FromArgb(255, 254, 254, 254),
Color.FromArgb(255, 254, 254, 253)
});
using (LockBitmap lb = new LockBitmap(bitmap))
{
if (lines.Count() != 0)
{
Rectangle playableArea = GameEngine.GetPlayableArea();
lines.First().DoOcr(lb, playableArea.Height * playableArea.Width);
try
{
money = Convert.ToDouble(lines.First().OcrString);
}
catch (Exception)
{
// ignore
}
}
}
return money;
}
}
/// <summary>
/// Populates the HeroStat's UpgradeBitfield.
/// </summary>
/// <param name="lb"></param>
public void CalculateUpgrades(LockBitmap lb)
{
UpgradeBitfield = 0;
for (int i = 0; i < 7; i++)
{
Rectangle r = GetUpgradeRect(i);
if (r.Bottom > lb.Height)
{
UpgradeBitfield = Int16.MinValue;
return;
}
double d = OCREngine.GetBlobDensity(lb, r, new Color[] { Color.FromArgb(39, 166, 10), // Normal
Color.FromArgb(7, 33, 1), // Bugged out
});
if (d > 0.003)
{
UpgradeBitfield |= (Int16)(1 << i);
}
}
}
/// <summary>
/// Performs OCR on this char
/// </summary>
/// <param name="b">The bitmap containing this char</param>
/// <param name="screentotalArea">The total area of the entire playscreen, used for OCR purposes</param>
/// <param name="specialcharsenabled">True if "e" and "." can appear in the string </param>
public void DoOcr(LockBitmap b, int screentotalArea, bool specialcharsenabled = true)
{
int totalArea = 0, lArea = 0, tArea = 0;
int leftArea = 0, rightArea = 0;
int groupsDownMiddleVertical = 0;
int midwidth = 0;
for (int i = BoundingRect.Left; i <= BoundingRect.Right; i++)
{
for (int j = BoundingRect.Top; j <= BoundingRect.Bottom; j++)
{
if (b.GetPixel(i, j) == Color.FromArgb(255, 0, 0, 0))
{
totalArea++;
if (j < (BoundingRect.Bottom - BoundingRect.Top) / 2 + BoundingRect.Top)
{
tArea++;
}
else
{
if (j == (BoundingRect.Bottom - BoundingRect.Top) / 2 + BoundingRect.Top)
{
midwidth++;
}
lArea++;
}
if (i < (BoundingRect.Right - BoundingRect.Left) / 2 + BoundingRect.Left)
{
leftArea++;
}
else
{
rightArea++;
}
}
}
}
bool isBlack = false;
bool storedWhiteSubgroup = false;
for (int j = BoundingRect.Top; j <= BoundingRect.Bottom; j++)
{
if (b.GetPixel((BoundingRect.Right - BoundingRect.Left) / 2 + BoundingRect.Left, j) == Color.FromArgb(255, 0, 0, 0))
{
isBlack = true;
if (storedWhiteSubgroup)
{
groupsDownMiddleVertical++;
storedWhiteSubgroup = false;
}
}
else
{
if (isBlack)
{
storedWhiteSubgroup = true;
isBlack = false;
}
}
}
char guessedchar = '~';
switch (groupsDownMiddleVertical)
{
case 0:
if (totalArea > 0.000157 * screentotalArea || specialcharsenabled == false)
{
guessedchar = '1';
}
else
{
guessedchar = '.';
}
break;
case 2:
if (totalArea < 0.0003571 * screentotalArea && specialcharsenabled) //(double)rightArea / leftArea < 1.1) //1.1256)
{
guessedchar = 'e';
} else if ((double)rightArea / leftArea > 1.6160) //1.6 1.6177
{
guessedchar = '3';
}
else if ((double)midwidth / BoundingRect.Width > 0.75) //1.2597)
{
guessedchar = '5';
}
else
{
guessedchar = '8';
}
break;
case 1:
if ((double)lArea / tArea > 1.6691) //1.6406 1.7420 1.6933
{
guessedchar = '6';
}
else if ((double)lArea / tArea > 1.3405) //1.2514
{
guessedchar = '4';
}
else if ((double)lArea / tArea <= 1) //0.9769
{
if ((double)midwidth / BoundingRect.Width < 0.7045)
{
guessedchar = '7';
}
else
{
guessedchar = '9';
}
}
else
{
if ((double)rightArea / leftArea > 1.20) // 1.1540)
{
guessedchar = '2';
}
else
{
guessedchar = '0';
}
}
break;
default:
break;
}
TotalArea = totalArea;
MaxVerticalGroups = groupsDownMiddleVertical;
UpperArea = tArea;
LowerArea = lArea;
LeftArea = leftArea;
RightArea = rightArea;
GuessedCharacter = guessedchar;
}
/// <summary>
/// See above.
/// </summary>
/// <param name="b"></param>
/// <param name="boundingRectangle"></param>
/// <param name="threshold"></param>
/// <returns></returns>
public static List<Line> OCRBitmap(Bitmap b, Rectangle boundingRectangle, IEnumerable<Color> threshold)
{
// Perf -- lock crud
using (LockBitmap lb = new LockBitmap(b))
{
return OCRBitmap(lb, boundingRectangle, threshold);
}
}
/// <summary>
/// Performs OCR on a bitmap, reading the Chars and Lines present.
/// </summary>
/// <param name="lb">The bitmap to OCR</param>
/// <param name="boundingRectangle">Defines the region of the bitmap to OCR. Defining a larger region than necessary will have perf consequences.</param>
/// <param name="threshold">An enumeration of colors which are considered text colors. Every pixel which is not one of these colors will be ignored.</param>
/// <returns>A list of lines. Note that character OCR is not performed on the returned lines -- those lines' DoOCR function needs to be called separately (for perf reasons)</returns>
public static List<Line> OCRBitmap(LockBitmap lb, Rectangle boundingRectangle, IEnumerable<Color> threshold)
{
List<Line> lines = new List<Line>();
int rectLeft = -1, rectRight = -1, rectTop = -1, rectBot = -1;
bool inLine = false;
for (int y = boundingRectangle.Top; y < boundingRectangle.Bottom; y++)
{
bool foundBlack = false;
for (int x = boundingRectangle.Left; x < boundingRectangle.Right; x++)
{
Color pixel = lb.GetPixel(x, y);
if (pixel == Color.FromArgb(255, 0, 0, 0))
{
lb.SetPixel(x, y, Color.White);
}
foreach (Color c in threshold)
{
if (c == pixel)
{
lb.SetPixel(x, y, Color.Black);
if (rectTop == -1)
{
rectTop = y;
}
if (x < rectLeft || rectLeft == -1)
{
rectLeft = x;
}
if (x > rectRight || rectRight == -1)
{
rectRight = x;
}
foundBlack = true;
inLine = true;
break;
}
}
}
if (inLine && !foundBlack)
{
rectBot = y - 1;
// Minimum area requirements
if ((rectBot - rectTop) > 5)
{
lines.Add(new Line(lb, new Rectangle(rectLeft, rectTop, rectRight - rectLeft, rectBot - rectTop)));
}
rectLeft = rectTop = rectRight = rectBot = -1;
inLine = false;
}
}
return lines;
}
/// <summary>
/// Calculates the percentage of a given bitmap's region which is populated by certain colors.
/// </summary>
/// <param name="lb">The bitmap to analyze</param>
/// <param name="boundingRect">The region of the bitmap to analyze</param>
/// <param name="colors">The colors to scan for. Every other color is ignored.</param>
/// <returns></returns>
public static double GetBlobDensity(LockBitmap lb, Rectangle boundingRect, IEnumerable<Color> colors)
{
int totalMatches = 0;
try
{
for (int x = (boundingRect.Left >= 0 ? boundingRect.Left : 0); x <= boundingRect.Right; x++)
{
for (int y = boundingRect.Top; y <= boundingRect.Bottom && y < lb.Height; y++)
{
Color c = lb.GetPixel(x, y);
foreach (Color match in colors)
{
if (c == match)
{
totalMatches++;
break;
}
}
}
}
return (double)totalMatches / (boundingRect.Height * boundingRect.Width);
}
catch (Exception)
{
return 0.0f;
}
}
/// <summary>
/// Performs OCR on this line, recursively calling each child Char's DoOCR function
/// </summary>
/// <param name="lb">The bitmap containing the line</param>
/// <param name="screentotalArea">The total area of the playscreen, used for OCR purposes</param>
/// <param name="specialcharsenabled">True if the line can contain "e" and "."</param>
/// <param name="lthreshold">The left-threshold. Characters which are contained entirely to the left of this value are skipped</param>
/// <param name="lskip">Left skip. Specifies a number of characters which will be skipped, when reading from left to right.</param>
public void DoOcr(LockBitmap lb, int screentotalArea, bool specialcharsenabled = true, int lthreshold = -1, int lskip = -1)
{
StringBuilder sb = new StringBuilder(Characters.Count());
int lskipped = 0;
foreach (Char c in Characters)
{
if (lthreshold != -1 && c.GetBoundingRectangle().Right < lthreshold)
{
continue;
}
if (lskip != -1 && lskipped < lskip)
{
lskipped++;
continue;
}
c.DoOcr(lb, screentotalArea, specialcharsenabled);
sb.Append(c.GuessedCharacter);
}
OcrString = sb.ToString();
}
public Line(LockBitmap b, Rectangle boundingRectangle)
{
BoundingRectangle = boundingRectangle;
List<Char> characters = new List<Char>();
int rectLeft = -1, rectTop = -1, rectBottom = -1, rectRight = -1;
bool inRect = false;
Color black = Color.FromArgb(255, 0, 0, 0);
for (int x = boundingRectangle.Left; x <= boundingRectangle.Right; x++)
{
bool blackFound = false;
for (int y = boundingRectangle.Top; y <= boundingRectangle.Bottom; y++)
{
Color c = b.GetPixel(x, y);
if (c == black)
{
if (rectLeft == -1)
{
rectLeft = x;
}
if (y < rectTop || rectTop == -1)
{
rectTop = y;
}
if (y > rectBottom || rectBottom == -1)
{
rectBottom = y;
}
blackFound = true;
inRect = true;
}
}
if (!blackFound && inRect)
{
rectRight = x - 1;
characters.Add(new Char(new Rectangle(rectLeft, rectTop, rectRight - rectLeft, rectBottom - rectTop)));
rectLeft = rectTop = rectRight = rectBottom = -1;
inRect = false;
}
}
if (inRect)
{
rectRight = boundingRectangle.Right;
characters.Add(new Char(new Rectangle(rectLeft, rectTop, rectRight - rectLeft, rectBottom - rectTop)));
}
Characters = characters;
}
/// <summary>
/// Helper method for GetHeroes
/// </summary>
/// <param name="lines"></param>
/// <param name="lb"></param>
/// <returns></returns>
private static ParsedHeroes ParseHeroes(List<Line> lines, LockBitmap lb)
{
ParsedHeroes parsedHeroes = new ParsedHeroes();
if (lines.Count() == 0)
{
return null;
} else if (lines.Count() <= 3)
{
// it's cid it's cid it's cid
// Note: Cid is special because of 2 reasons: when she appears it's the only time in the game
// there can be less than 3 heroes on screen. Second, she doesn't have a number to represent DPS,
// so we need to special case some stuff to make OCR work.
parsedHeroes.HeroStats = new List<HeroStats>();
parsedHeroes.FirstHeroIndex = 0;
parsedHeroes.LastHeroIndex = 0;
HeroStats cid = new HeroStats();
cid.Hero = GameEngine.HeroList[0];
cid.Level = 0;
cid.bottomright.X = lines[0].GetBoundingRectangle().Right;
cid.bottomright.Y = lines[0].GetBoundingRectangle().Bottom;
parsedHeroes.HeroStats.Add(cid);
return parsedHeroes;
}
List<Line> widths = new List<Line>();
List<Line> levels = new List<Line>();
int i = -1;
bool rectSkipped = false;
if (lines[1].GetBoundingRectangle().Top - lines[0].GetBoundingRectangle().Top > HeroSeperatorHeight)
{
i = 1;
rectSkipped = true;
} else {
i = 0;
}
for (; i < lines.Count(); i+=2)
{
widths.Add(lines[i]);
if (i + 1 < lines.Count())
{
levels.Add(lines[i + 1]);
}
}
// If less than 6 lines -- it's Cid
if (lines.Count() < 6)
{
parsedHeroes.FirstHeroIndex = 0;
parsedHeroes.LastHeroIndex = lines.Count() / 2;
}
else
{
int smallestIndex = -1;
int smallestScore = int.MaxValue;
for (int j = 0; j + widths.Count() <= HeroList.Count(); j++)
{
int thisScore = 0;
for (int k = 0; k < widths.Count(); k++)
{
thisScore += Math.Abs((int)(HeroList[j + k].Namewidth * PlayableArea.Width - widths[k].GetBoundingRectangle().Width));
}
if (thisScore < smallestScore)
{
smallestScore = thisScore;
smallestIndex = j;
}
}
parsedHeroes.FirstHeroIndex = smallestIndex;
parsedHeroes.LastHeroIndex = smallestIndex + widths.Count() - 1;
}
List<HeroStats> heroStats = new List<HeroStats>();
if (parsedHeroes.FirstHeroIndex == 1 && rectSkipped)
{
// oh god, is it cid? why is it always cid
if (lines[0].GetBoundingRectangle().Left < lb.Width / 2)
{
HeroStats stats = new HeroStats();
stats.Hero = HeroList[0];
stats.Level = 0;
stats.bottomright = new Point(lines[0].GetBoundingRectangle().Right, lines[0].GetBoundingRectangle().Bottom);
heroStats.Add(stats);
parsedHeroes.FirstHeroIndex = 0;
}
}
for (int j = 0; j < widths.Count(); j++)
{
HeroStats stats = new HeroStats();
stats.Hero = HeroList[parsedHeroes.FirstHeroIndex + j];
stats.bottomright = new Point(widths[j].GetBoundingRectangle().Right, widths[j].GetBoundingRectangle().Bottom);
if (j < levels.Count())
{
levels[j].DoOcr(lb, PlayableArea.Width * PlayableArea.Height, false, lb.Width / 2, 3 /* lvl */);
if (!int.TryParse(levels[j].OcrString, out stats.Level))
{
stats.Level = 0;
}
}
else
{
stats.Level = -1;
}
heroStats.Add(stats);
}
parsedHeroes.HeroStats = heroStats;
return parsedHeroes;
}
/// <summary>
/// Performs OCR on this char
/// </summary>
/// <param name="b">The bitmap containing this char</param>
/// <param name="screentotalArea">The total area of the entire playscreen, used for OCR purposes</param>
/// <param name="specialcharsenabled">True if "e" and "." can appear in the string </param>
public void DoOcr(LockBitmap b, int screentotalArea, bool specialcharsenabled = true)
{
int totalArea = 0, lArea = 0, tArea = 0;
int leftArea = 0, rightArea = 0;
int groupsDownMiddleVertical = 0;
int midwidth = 0;
for (int i = BoundingRect.Left; i <= BoundingRect.Right; i++)
{
for (int j = BoundingRect.Top; j <= BoundingRect.Bottom; j++)
{
if (b.GetPixel(i, j) == Color.FromArgb(255, 0, 0, 0))
{
totalArea++;
if (j < (BoundingRect.Bottom - BoundingRect.Top) / 2 + BoundingRect.Top)
{
tArea++;
}
else
{
if (j == (BoundingRect.Bottom - BoundingRect.Top) / 2 + BoundingRect.Top)
{
midwidth++;
}
lArea++;
}
if (i < (BoundingRect.Right - BoundingRect.Left) / 2 + BoundingRect.Left)
{
leftArea++;
}
else
{
rightArea++;
}
}
}
}
bool isBlack = false;
bool storedWhiteSubgroup = false;
for (int j = BoundingRect.Top; j <= BoundingRect.Bottom; j++)
{
if (b.GetPixel((BoundingRect.Right - BoundingRect.Left) / 2 + BoundingRect.Left, j) == Color.FromArgb(255, 0, 0, 0))
{
isBlack = true;
if (storedWhiteSubgroup)
{
groupsDownMiddleVertical++;
storedWhiteSubgroup = false;
}
}
else
{
if (isBlack)
{
storedWhiteSubgroup = true;
isBlack = false;
}
}
}
char guessedchar = '~';
switch (groupsDownMiddleVertical)
{
case 0:
if (totalArea > 0.000157 * screentotalArea || specialcharsenabled == false)
{
guessedchar = '1';
}
else
{
guessedchar = '.';
}
break;
case 2:
if (totalArea < 0.0003571 * screentotalArea && specialcharsenabled) //(double)rightArea / leftArea < 1.1) //1.1256)
{
guessedchar = 'e';
}
else if ((double)rightArea / leftArea > 1.6160) //1.6 1.6177
{
guessedchar = '3';
}
else if ((double)midwidth / BoundingRect.Width > 0.75) //1.2597)
{
guessedchar = '5';
}
else
{
guessedchar = '8';
}
break;
case 1:
if ((double)lArea / tArea > 1.6691) //1.6406 1.7420 1.6933
{
guessedchar = '6';
}
else if ((double)lArea / tArea > 1.3405) //1.2514
{
guessedchar = '4';
}
else if ((double)lArea / tArea <= 1) //0.9769
{
if ((double)midwidth / BoundingRect.Width < 0.7045)
{
guessedchar = '7';
}
else
{
guessedchar = '9';
}
}
else
{
if ((double)rightArea / leftArea > 1.20) // 1.1540)
{
guessedchar = '2';
}
else
{
guessedchar = '0';
}
}
break;
default:
break;
}
TotalArea = totalArea;
MaxVerticalGroups = groupsDownMiddleVertical;
UpperArea = tArea;
LowerArea = lArea;
LeftArea = leftArea;
RightArea = rightArea;
GuessedCharacter = guessedchar;
}
/// <summary>
/// Tries to parse all heroes on screen. Is null if there is crap on the screen preventing the heros from being parsed. Is very slow.
/// </summary>
/// <returns></returns>
public static ParsedHeroes GetHeroes()
{
Size s = HeroesArea.Size;
using (Bitmap bitmap = new Bitmap(s.Width, s.Height))
{
using (Graphics g = Graphics.FromImage(bitmap))
{
g.CopyFromScreen(new Point(HeroesArea.Left, HeroesArea.Top), Point.Empty, s);
}
using (LockBitmap lb = new LockBitmap(bitmap))
{
List<Line> lines = OCREngine.OCRBitmap(lb, new Rectangle(0, 0, bitmap.Width, bitmap.Height), new Color[] {
Color.FromArgb(255, 254, 254, 254),
Color.FromArgb(255, 254, 254, 253),
Color.FromArgb(255, 102, 51, 204), // purple for gilded heroes
});
ParsedHeroes ph = GameEngine.ParseHeroes(lines, lb);
if (ph == null)
{
return null;
}
foreach (HeroStats hs in ph.HeroStats)
{
hs.CalculateUpgrades(lb);
}
return ph;
}
}
}
