public SignatureValidationResult ValidateSignature(Bitmap signedImage)
{
var tiles = signedImage.SplitIntoTiles(TileSize, TileSize);
var signatureIsValid = true;
var hammingCalculator = new HammingDistanceCalculator();
using (var graphics = Graphics.FromImage(signedImage))
{
foreach (var tile in tiles)
{
using (tile)
{
var hash = CalculateSimpleHash(tile);
var signature = _signatureEncoder.DecodeBits(tile.Bitmap);
var hammingDistance = hammingCalculator.Calculate(hash, signature);
if (hammingDistance > MaxHammingDistance)
{
signatureIsValid = false;
DrawBorder(graphics, tile);
}
if (hammingDistance > 0)
{
DrawHammingDistance(graphics, tile, hammingDistance);
}
}
}
}
return(new SignatureValidationResult()
{
ImageWithValidationMarks = signedImage,
SignatureIsValid = signatureIsValid
});
}
/// <summary>
/// Compares two images and returns the Hamming distance.
/// </summary>
/// <param name="image1"></param>
/// <param name="image2"></param>
/// <returns>A value indicating whether the two images are similar or not.</returns>
public CompareResult Compare(Image image1, Image image2)
{
if (image1 == null)
{
throw new ArgumentNullException(nameof(image1));
}
if (image2 == null)
{
throw new ArgumentNullException(nameof(image2));
}
if (image1.Width != image2.Width || image1.Height != image2.Height)
{
throw new ArgumentException("Images must have the same size");
}
var PH = new KlingerDCTBasedPerceptualHasher();
IHash hash1 = PH.CalculateHash(image1);
IHash hash2 = PH.CalculateHash(image2);
HammingDistanceCalculator hdc = new HammingDistanceCalculator(hash1, hash2);
var d = hdc.Distance;
var inThreshold = hdc.CompareTo(threshold);
return(new CompareResult()
{
Hash1 = hash1,
Hash2 = hash2,
Distance = new Distance(d),
IntegerResult = inThreshold,
Result = inThreshold <= 0
});
}
private ICodeGenerator CreateSUT()
{
var distanceCalculator = new HammingDistanceCalculator();
var variationsGenerator = new VariationsGenerator();
return(new CodeGenerator(variationsGenerator, distanceCalculator));
}
public void TestHammingDistance()
{
float expectedValue = 37;
float result = HammingDistanceCalculator.CalculateDistance(Encoding.ASCII.GetBytes("this is a test"), Encoding.ASCII.GetBytes("wokka wokka!!!"));
Assert.AreEqual(expectedValue, result);
}
private Task <double> CalculatePerr(string text, Bitmap emptyContainer, int delta, double alpha)
{
return(Task.Factory.StartNew(() =>
{
var kutter = new KutterEncoder(delta, alpha);
var fullContainer = kutter.Encode(text, emptyContainer);
var estimator = new HammingDistanceCalculator();
return estimator.EstimateBitErrorRate(text, fullContainer, kutter);
}));
}
private bool AllResultsHasMinimumDistance(IEnumerable <string> result, int distance)
{
var resultList = result.ToList();
var distanceCalculator = new HammingDistanceCalculator();
foreach (var item in resultList)
{
foreach (var otherItem in resultList)
{
if (otherItem != item)
{
if (distanceCalculator.GetDistance(item, otherItem) < distance)
{
return(false);
}
}
}
}
return(true);
}