public List <DTOs.ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List <ImageRecord> rtnImageList = new List <ImageRecord>();
RgbProjections queryProjections;
using (Bitmap bitmap = ImageUtility.ResizeBitmap(new Bitmap(queryImagePath), 100, 100))
{
queryProjections = new RgbProjections(ImageUtility.GetRgbProjections(bitmap));
}
BinaryAlgoRepository <List <RGBProjectionRecord> > repo = new BinaryAlgoRepository <List <RGBProjectionRecord> >();
List <RGBProjectionRecord> AllImage = repo.Load();
foreach (var imgInfo in AllImage)
{
var dist = imgInfo.RGBProjection.CalculateSimilarity(queryProjections);
if (dist > 0.8d)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
rtnImageList = rtnImageList.OrderByDescending(x => x.Distance).ToList();
return(rtnImageList);
}
public List <ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List <ImageRecord> rtnImageList = new List <ImageRecord>();
double[,] queryHistogram;
using (Image img = Image.FromFile(queryImagePath))
{
queryHistogram = BhattacharyyaCompare.Bhattacharyya.CalculateNormalizedHistogram(img);
}
BinaryAlgoRepository <List <BhattacharyyaRecord> > repo = new BinaryAlgoRepository <List <BhattacharyyaRecord> >();
List <BhattacharyyaRecord> AllImage = repo.Load();
foreach (var imgInfo in AllImage)
{
double[,] norHist = SingleToMulti(imgInfo.NormalizedHistogram);
var dist = BhattacharyyaCompare.Bhattacharyya.CompareHistogramPercDiff(queryHistogram, norHist);
if (dist < 3)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
rtnImageList = rtnImageList.OrderBy(x => x.Distance).ToList();
return(rtnImageList);
}
public List<ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List<ImageRecord> rtnImageList = new List<ImageRecord>();
string queryImageCompressHash;
using (Bitmap bmp = new Bitmap(System.Drawing.Image.FromFile(queryImagePath)))
{
queryImageCompressHash = SimilarImage.GetCompressedImageHashAsString(bmp);
}
BinaryAlgoRepository<List<PHashImageRecord>> repo = new BinaryAlgoRepository<List<PHashImageRecord>>();
List<PHashImageRecord> AllImage = repo.Load();
foreach (var imgInfo in AllImage)
{
var dist = SimilarImage.CompareHashes(queryImageCompressHash, imgInfo.CompressHash);
if (dist > 0.8)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
rtnImageList = rtnImageList.OrderByDescending(x => x.Distance).ToList();
return rtnImageList;
}
public List <ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List <ImageRecord> rtnImageList = new List <ImageRecord>();
string queryImageCompressHash;
using (Bitmap bmp = new Bitmap(System.Drawing.Image.FromFile(queryImagePath)))
{
queryImageCompressHash = SimilarImage.GetCompressedImageHashAsString(bmp);
}
BinaryAlgoRepository <List <PHashImageRecord> > repo = new BinaryAlgoRepository <List <PHashImageRecord> >();
List <PHashImageRecord> AllImage = repo.Load();
foreach (var imgInfo in AllImage)
{
var dist = SimilarImage.CompareHashes(queryImageCompressHash, imgInfo.CompressHash);
if (dist > 0.8)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
rtnImageList = rtnImageList.OrderByDescending(x => x.Distance).ToList();
return(rtnImageList);
}
public List <ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List <ImageRecord> rtnImageList = new List <ImageRecord>();
CEDD_Descriptor.CEDD cedd = new CEDD_Descriptor.CEDD();
int goodMatchDistance = 35;
if (argument != null && argument is Int32)
{
goodMatchDistance = (int)argument;
}
double[] queryCeddDiscriptor;
using (Bitmap bmp = new Bitmap(Image.FromFile(queryImagePath)))
{
queryCeddDiscriptor = cedd.Apply(bmp);
}
Stopwatch sw = Stopwatch.StartNew();
BinaryAlgoRepository <List <CEDDRecord> > repo = new BinaryAlgoRepository <List <CEDDRecord> >();
List <CEDDRecord> AllImage = (List <CEDDRecord>)repo.Load();
sw.Stop();
Debug.WriteLine("Load tooked {0} ms", sw.ElapsedMilliseconds);
sw.Reset(); sw.Start();
foreach (var imgInfo in AllImage)
{
double[] ceddDiscriptor = imgInfo.CEDDDiscriptor;
var dist = CEDD_Descriptor.CEDD.Compare(queryCeddDiscriptor, ceddDiscriptor);
if (dist < goodMatchDistance)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
sw.Stop();
Debug.WriteLine("Query tooked {0} ms", sw.ElapsedMilliseconds);
rtnImageList = rtnImageList.OrderBy(x => x.Distance).ToList();
return(rtnImageList);
}
public List<ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List<ImageRecord> rtnImageList = new List<ImageRecord>();
CEDD_Descriptor.CEDD cedd = new CEDD_Descriptor.CEDD();
int goodMatchDistance = 35;
if (argument != null && argument is Int32)
goodMatchDistance = (int)argument;
double[] queryCeddDiscriptor;
using (Bitmap bmp = new Bitmap(Image.FromFile(queryImagePath)))
{
queryCeddDiscriptor = cedd.Apply(bmp);
}
Stopwatch sw = Stopwatch.StartNew();
BinaryAlgoRepository<List<CEDDRecord>> repo = new BinaryAlgoRepository<List<CEDDRecord>>();
List<CEDDRecord> AllImage = (List<CEDDRecord>)repo.Load();
sw.Stop();
Debug.WriteLine("Load tooked {0} ms", sw.ElapsedMilliseconds);
sw.Reset(); sw.Start();
foreach (var imgInfo in AllImage)
{
double[] ceddDiscriptor = imgInfo.CEDDDiscriptor;
var dist = CEDD_Descriptor.CEDD.Compare(queryCeddDiscriptor, ceddDiscriptor);
if (dist < goodMatchDistance)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
sw.Stop();
Debug.WriteLine("Query tooked {0} ms", sw.ElapsedMilliseconds);
rtnImageList = rtnImageList.OrderBy(x => x.Distance).ToList();
return rtnImageList;
}
public List<ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List<ImageRecord> rtnImageList = new List<ImageRecord>();
double[,] queryHistogram;
using (Image img = Image.FromFile(queryImagePath))
{
queryHistogram = BhattacharyyaCompare.Bhattacharyya.CalculateNormalizedHistogram(img);
}
BinaryAlgoRepository<List<BhattacharyyaRecord>> repo = new BinaryAlgoRepository<List<BhattacharyyaRecord>>();
List<BhattacharyyaRecord> AllImage = repo.Load();
foreach (var imgInfo in AllImage)
{
double[,] norHist = SingleToMulti(imgInfo.NormalizedHistogram);
var dist = BhattacharyyaCompare.Bhattacharyya.CompareHistogramPercDiff(queryHistogram, norHist);
if (dist < 3)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
rtnImageList = rtnImageList.OrderBy(x => x.Distance).ToList();
return rtnImageList;
}
public List<DTOs.ImageRecord> QueryImage(string queryImagePath, object argument = null)
{
List<ImageRecord> rtnImageList = new List<ImageRecord>();
RgbProjections queryProjections;
using (Bitmap bitmap = ImageUtility.ResizeBitmap(new Bitmap(queryImagePath), 100, 100))
{
queryProjections = new RgbProjections(ImageUtility.GetRgbProjections(bitmap));
}
BinaryAlgoRepository<List<RGBProjectionRecord>> repo = new BinaryAlgoRepository<List<RGBProjectionRecord>>();
List<RGBProjectionRecord> AllImage = repo.Load();
foreach (var imgInfo in AllImage)
{
var dist = imgInfo.RGBProjection.CalculateSimilarity(queryProjections);
if (dist > 0.8d)
{
imgInfo.Distance = dist;
rtnImageList.Add(imgInfo);
}
}
rtnImageList = rtnImageList.OrderByDescending(x => x.Distance).ToList();
return rtnImageList;
}
