public void GrayscaleImage()
{
using (var image = ImageUtils.GrayscaleImage(ImageUtils.ReduceImage(ImageFullSize, 9, 8)))
{
image.Save(
IOUtils.MapServerPath("~/Images/Alyson-9x8-Gray-Generated.jpg"),
ImageFormat.Jpeg);
}
Image grayscaleImage = Image.FromFile(IOUtils.MapServerPath(
"~/Images/Alyson-9x8-Gray-Generated.jpg"));
Image expectedImage = Image.FromFile(IOUtils.MapServerPath(
"~/Images/Alyson-9x8-Gray.jpg"));
ulong grayscaleImageHash = ImageHasher.ComputeDifferenceHash(grayscaleImage);
ulong expectedImageHash = ImageHasher.ComputeDifferenceHash(expectedImage);
Assert.That(grayscaleImageHash, Is.EqualTo(expectedImageHash));
double similarity = ImageHasher.ComputeSimilarity(grayscaleImageHash, expectedImageHash);
int distance = ImageHasher.ComputeHammingDistance(grayscaleImageHash, expectedImageHash);
Assert.That(similarity, Is.EqualTo(1.0));
Assert.That(distance, Is.EqualTo(0));
}
public void ComputeSimilarityWithDifferenceHash()
{
ulong imageHashB = ImageHasher.ComputeDifferenceHash(ImageB);
ulong imageHashC = ImageHasher.ComputeDifferenceHash(ImageC);
double similarityBB = ImageHasher.ComputeSimilarity(imageHashB, imageHashB);
double similarityBC = ImageHasher.ComputeSimilarity(imageHashB, imageHashC);
Assert.That(similarityBB, Is.EqualTo(1.0));
Assert.That(similarityBC, Is.InRange <double>(0.95, 1.0));
}
public void ComputeSimilarityWithAverageHash()
{
ulong imageHashA = ImageHasher.ComputeAverageHash(ImageA);
ulong imageHashC = ImageHasher.ComputeAverageHash(ImageC);
double similarityAA = ImageHasher.ComputeSimilarity(imageHashA, imageHashA);
double similarityAC = ImageHasher.ComputeSimilarity(imageHashA, imageHashC);
Assert.That(similarityAA, Is.EqualTo(1.0));
Assert.That(similarityAC, Is.InRange <double>(0.8, 0.85));
}
static void Main(string[] args)
{
if (args == null || args.Length < 2)
{
Console.WriteLine("not enough arguments");
}
else if (!File.Exists(args[0]))
{
Console.WriteLine("{0} does not exist", args[0]);
}
else if (!File.Exists(args[1]))
{
Console.WriteLine("{0} does not exist", args[1]);
}
else
{
string imageAPath = args[0];
string imageBPath = args[1];
Image imageA = null;
Image imageB = null;
try
{
imageA = Image.FromFile(imageAPath);
imageB = Image.FromFile(imageBPath);
}
catch (Exception e)
{
Console.WriteLine(e.Message);
}
if (imageA != null && imageB != null)
{
ulong imageAHash = ImageHasher.ComputeDifferenceHash(imageA);
ulong imageBHash = ImageHasher.ComputeDifferenceHash(imageB);
Console.WriteLine(
"{0}: {1}", Path.GetFileName(imageAPath), imageAHash);
Console.WriteLine(
"{0}: {1}", Path.GetFileName(imageBPath), imageBHash);
Console.WriteLine(
"Similarity: {0}",
ImageHasher.ComputeSimilarity(imageAHash, imageBHash));
Console.WriteLine(
"Hamming Distance: {0}",
ImageHasher.ComputeHammingDistance(imageAHash, imageBHash));
}
}
}