public async Task <ProcessedDataEntry> ProcessSheetRaw(ConfigurationBase configuration, Mat sheetMat, Action <RectangleF, bool> OnOptionProcessed = null, Func <double> GetWaitMS = null)
{
OMRConfiguration omrConfiguration = (OMRConfiguration)configuration;
OMRRegionData regionData = omrConfiguration.RegionData;
int totalFields = regionData.TotalFields;
int totalOptions = regionData.TotalOptions;
ProcessedDataType[] processedDataResultsType = new ProcessedDataType[totalFields];
PointF regionLocation = omrConfiguration.GetConfigArea.ConfigRect.Location;
List <RectangleF> optionsRects = regionData.GetOptionsRects;
char muliMarkSymbol = omrConfiguration.MultiMarkSymbol;
MultiMarkAction multiMarkAction = omrConfiguration.MultiMarkAction;
char noneMarkedSymbol = omrConfiguration.NoneMarkedSymbol;
NoneMarkedAction noneMarkedAction = omrConfiguration.NoneMarkedAction;
char[] regionFieldsOutputs = new char[totalFields];
string regionOutput = "";
int curOptionRectIndex = 0;
byte[,] optionsOutputs = new byte[totalFields, totalOptions];
double curBlackCountThreshold = omrConfiguration.BlackCountThreshold;
for (int i = 0; i < totalFields; i++)
{
char curFieldOutput = '0';
byte totalFilled = 0;
List <byte> filledIndexes = new List <byte>();
for (int j = 0; j < totalOptions; j++)
{
Rectangle curOptionRect = Rectangle.Round(optionsRects[curOptionRectIndex]);
//curOptionRect = Rectangle.Round(optionsRects[(j == 0 && i == 0)? 0 : (j == totalOptions-1 && i == totalFields-1)? optionsRects.Count - 1 : curOptionRectIndex+1]);
curOptionRect.X += (int)regionLocation.X;
curOptionRect.Y += (int)regionLocation.Y;
Mat curOption = new Mat(sheetMat, curOptionRect);
var data = curOption.GetRawData();
int blackCount = data.Count(x => x < 150);
double blackCountPercent = blackCount / (double)data.Length;
bool isFilled = blackCountPercent > curBlackCountThreshold;
if (isFilled)
{
optionsOutputs[i, j] = 1;
totalFilled++;
filledIndexes.Add((byte)j);
}
OnOptionProcessed?.Invoke(curOptionRect, isFilled);
if (OnOptionProcessed != null)
{
await Task.Delay(TimeSpan.FromMilliseconds(GetWaitMS()));
}
curOptionRectIndex++;
}
if (totalFilled > 0)
{
if (totalFilled > 1)
{
switch (multiMarkAction)
{
case MultiMarkAction.MarkAsManual:
curFieldOutput = muliMarkSymbol;
processedDataResultsType[i] = ProcessedDataType.MANUAL;
break;
case MultiMarkAction.ConsiderFirst:
curFieldOutput = (char)(optionsOutputs[i, filledIndexes[0]] + 65);
break;
case MultiMarkAction.ConsiderLast:
curFieldOutput = (char)(optionsOutputs[i, filledIndexes[filledIndexes.Count - 1]] + 65);
break;
case MultiMarkAction.ConsiderCorrect:
curFieldOutput = OMRConfiguration.CONSIDER_CORRECT_SYMBOL;
break;
case MultiMarkAction.Invalidate:
curFieldOutput = muliMarkSymbol;
break;
}
}
else
{
switch (omrConfiguration.ValueDataType)
{
case ValueDataType.String:
break;
case ValueDataType.Text:
break;
case ValueDataType.Alphabet:
curFieldOutput = (char)(optionsOutputs[i, filledIndexes[0]] + 65);
break;
case ValueDataType.WholeNumber:
curFieldOutput = (char)(optionsOutputs[i, filledIndexes[0]] + 48);
break;
case ValueDataType.NaturalNumber:
curFieldOutput = (char)(optionsOutputs[i, filledIndexes[0]] + 49);
break;
case ValueDataType.Integer:
break;
default:
break;
}
}
}
else
{
switch (noneMarkedAction)
{
case NoneMarkedAction.MarkAsManual:
curFieldOutput = noneMarkedSymbol;
processedDataResultsType[i] = ProcessedDataType.MANUAL;
break;
case NoneMarkedAction.Invalidate:
curFieldOutput = noneMarkedSymbol;
break;
}
}
regionFieldsOutputs[i] = curFieldOutput;
regionOutput += curFieldOutput.ToString();
}
ProcessedDataEntry processedDataEntry = new ProcessedDataEntry(configuration.Title, regionFieldsOutputs, processedDataResultsType, optionsOutputs);
return(processedDataEntry);
}
public ProcessedDataEntry ProcessSheet(ConfigurationBase configuration, Mat sheetMat, Action <RectangleF, bool> OnOptionProcessed = null, string originalSheetPath = "")
{
OMRConfiguration omrConfiguration = (OMRConfiguration)configuration;
OMRRegionData regionData = omrConfiguration.RegionData;
int totalFields = regionData.TotalFields;
int totalOptions = regionData.TotalOptions;
int instances = regionData.TotalInstances == 0 ? 1 : regionData.TotalInstances;
ProcessedDataType[] processedDataResultsType = new ProcessedDataType[(totalFields * instances)];
PointF regionLocation = omrConfiguration.GetConfigArea.ConfigRect.Location;
List <RectangleF> optionsRects = regionData.GetOptionsRects;
char muliMarkSymbol = omrConfiguration.MultiMarkSymbol;
MultiMarkAction multiMarkAction = omrConfiguration.MultiMarkAction;
char noneMarkedSymbol = omrConfiguration.NoneMarkedSymbol;
NoneMarkedAction noneMarkedAction = omrConfiguration.NoneMarkedAction;
char[] regionFieldsOutputs = new char[totalFields * instances];
string regionOutput = "";
int curOptionRectIndex = 0;
byte[,] optionsOutputs = new byte[totalFields * instances, totalOptions];
double curBlackCountThreshold = omrConfiguration.BlackCountThreshold;
int curFieldOutputIndex = 0;
for (int i0 = 0; i0 < instances; i0++)
{
for (int i = 0; i < totalFields; i++)
{
char curFieldOutput = omrConfiguration.ValueDataType == ValueDataType.Alphabet? 'O' : '0';
byte totalFilled = 0;
List <byte> filledIndexes = new List <byte>();
double averageBlackCountPercent = 0.15;
//for (int k = 0; k < totalOptions; k++)
//{
// Rectangle curOptionRect = Rectangle.Round(optionsRects[curOptionRectIndex]);
// curOptionRect.X += (int)regionLocation.X;
// curOptionRect.Y += (int)regionLocation.Y;
// Mat curOption = new Mat(sheetMat, curOptionRect);
// var data = curOption.GetRawData();
// int blackCount = data.Count(x => x < 180);
//}
for (int j = 0; j < totalOptions; j++)
{
Rectangle curOptionRect = Rectangle.Round(optionsRects[curOptionRectIndex]);
curOptionRect.X += (int)regionLocation.X;
curOptionRect.Y += (int)regionLocation.Y;
Mat curOption = new Mat(sheetMat, curOptionRect);
var data = curOption.GetRawData();
byte minValue = data.Min();
int blackCount = data.Count(x => x < 180);
double blackCountPercent = blackCount / (double)data.Length;
bool isFilled = blackCountPercent > curBlackCountThreshold;
if (isFilled)
{
optionsOutputs[curFieldOutputIndex, j] = 1;
totalFilled++;
filledIndexes.Add((byte)j);
}
OnOptionProcessed?.Invoke(optionsRects[curOptionRectIndex], isFilled);
curOptionRectIndex++;
}
if (totalFilled > 0)
{
if (totalFilled > 1)
{
switch (multiMarkAction)
{
case MultiMarkAction.MarkAsManual:
curFieldOutput = muliMarkSymbol;
processedDataResultsType[curFieldOutputIndex] = ProcessedDataType.MANUAL;
break;
case MultiMarkAction.ConsiderFirst:
curFieldOutput = (char)(filledIndexes[0] + 65);
break;
case MultiMarkAction.ConsiderLast:
curFieldOutput = (char)(filledIndexes[filledIndexes.Count - 1] + 65);
break;
case MultiMarkAction.ConsiderCorrect:
curFieldOutput = OMRConfiguration.CONSIDER_CORRECT_SYMBOL;
break;
case MultiMarkAction.Invalidate:
curFieldOutput = muliMarkSymbol;
break;
}
}
else
{
switch (omrConfiguration.ValueDataType)
{
case ValueDataType.String:
break;
case ValueDataType.Text:
break;
case ValueDataType.Alphabet:
curFieldOutput = (char)(filledIndexes[0] + 65);
break;
case ValueDataType.WholeNumber:
curFieldOutput = (char)(filledIndexes[0] + 48);
break;
case ValueDataType.NaturalNumber:
curFieldOutput = (char)(filledIndexes[0] + 49);
break;
case ValueDataType.Integer:
break;
default:
break;
}
}
}
else
{
switch (noneMarkedAction)
{
case NoneMarkedAction.MarkAsManual:
curFieldOutput = noneMarkedSymbol;
processedDataResultsType[curFieldOutputIndex] = ProcessedDataType.MANUAL;
break;
case NoneMarkedAction.Invalidate:
curFieldOutput = noneMarkedSymbol;
break;
}
}
regionFieldsOutputs[curFieldOutputIndex] = curFieldOutput;
regionOutput += curFieldOutput.ToString();
curFieldOutputIndex++;
}
}
ProcessedDataEntry processedDataEntry = new ProcessedDataEntry(configuration.Title, regionFieldsOutputs, processedDataResultsType, optionsOutputs);
return(processedDataEntry);
}
