public byte[] GetEigenvalue(Bitmap bitmap, PoolingType poolingType, Color threshold, int precisionX = 16, int precisionY = 16)
{
InputDataType = DataType.Image;
var pool = new Pooling(InputDataType);
var poolColor = pool.Execute(bitmap, precisionX, precisionY, poolingType);
_compressionPoint = new Point(poolColor.GetLength(0), poolColor.GetLength(1));
_poolColor = poolColor;
if (threshold == Color.Black)
{
threshold = pool.GetMedianColor();
}
var binary = new Binarization();
var eigenvalue = binary.Execute(poolColor, threshold);
SimilarArray = binary.GetSimilarArray();
return(eigenvalue);
}
public byte[] GetEigenvalue(float[,] data, PoolingType poolingType, int precisionX = 16, int precisionY = 16, float threshold = 9999)
{
InputDataType = DataType.Data;
var pool = new Pooling(InputDataType);
var poolData = pool.Execute(data, precisionX, precisionY, poolingType);
_compressionPoint = new Point(poolData.GetLength(0), poolData.GetLength(1));
_poolData = poolData;
if (threshold == 9999)
{
threshold = pool.GetMedianValue();
}
var binary = new Binarization();
var eigenvalue = binary.Execute(poolData, threshold);
SimilarArray = binary.GetSimilarArray();
return(eigenvalue);
}