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 | 1 | initial version |
I modified the code but i have retrieve the same result. Indices and dist are always contains 0 values in The system never executed the line " Debug.WriteLine("This Point Is Good"); I will be very gratefull if anyone could to fix my code. I am very lost with knntree examples. The second version of the code with the Guanta fix is:
private void Pruebas(){
//Load Image To Compare With ALL Images in Database
Image<Gray, byte> observedImage = new Image<Gray, byte>(@"C:\Users\gabri_000\Pictures\uneuro.png");
VectorOfKeyPoint observedKeyPoints = surfCPU.DetectKeyPointsRaw(observedImage, null);
Matrix<float> observedDescriptors = surfCPU.ComputeDescriptorsRaw(observedImage, null, observedKeyPoints);
//Path With ALL Images Database
//We will to build the big index for use with flann algorithm
string[] images = Directory.GetFiles(@"C:\Users\gabri_000\Pictures", "*.png");
foreach (string image in images)
{
DateTime start = DateTime.Now;
Debug.WriteLine("Current Image " + image);
Image<Gray, byte> observedimage = new Image<Gray, byte>(image);
observedKeyPoints = surfCPU.DetectKeyPointsRaw(observedimage, null);
matrix = surfCPU.ComputeDescriptorsRaw(observedimage, null, observedKeyPoints);
if (supermatrix == null)
{
supermatrix = new Matrix<float>(matrix.Rows, matrix.Cols);
supermatrix = matrix;
}
else
{
supermatrix= supermatrix.ConcateVertical(matrix);
}
DateTime end = DateTime.Now;
Debug.WriteLine("Process Time " + (end - start));
}
//At this point, we should to build the index of the big matrix
Index fln = new Index(supermatrix, 4);
//Retrieve The Rows supermatrix
Matrix<int> indices = new Matrix<int>(supermatrix.Rows, k);
Matrix<float> dist = new Matrix<float>(supermatrix.Rows, k);
fln.KnnSearch(observedDescriptors, indices, dist, k, 12);
Debug.WriteLine("-----------------------");
for (int i = 0; i < indices.Size.Height; i++)
{
if (dist.Data[i, 0] < 0.6 * dist.Data[i, 1])
{
Debug.WriteLine("This Point Is Good");
Debug.WriteLine("The image most similar is" + i);
}
}
}
| | 2 | No.2 Revision |
I modified the code but i have retrieve the same result. Indices and dist are always contains 0 values in The system never executed the line " Debug.WriteLine("This Point Is Good"); I will be very gratefull if anyone could to fix my code. I am very lost with knntree examples. The second version of the code with the Guanta fix is:
private void Pruebas(){
//Load Image To Compare With ALL Images in Database
Image<Gray, byte> observedImage = new Image<Gray, byte>(@"C:\Users\gabri_000\Pictures\uneuro.png");
VectorOfKeyPoint observedKeyPoints = surfCPU.DetectKeyPointsRaw(observedImage, null);
Matrix<float> observedDescriptors = surfCPU.ComputeDescriptorsRaw(observedImage, null, observedKeyPoints);
//Path With ALL Images Database
//We will to build the big index for use with flann algorithm
string[] images = Directory.GetFiles(@"C:\Users\gabri_000\Pictures", "*.png");
foreach (string image in images)
{
DateTime start = DateTime.Now;
Debug.WriteLine("Current Image " + image);
Image<Gray, byte> observedimage = new Image<Gray, byte>(image);
observedKeyPoints = surfCPU.DetectKeyPointsRaw(observedimage, null);
matrix = surfCPU.ComputeDescriptorsRaw(observedimage, null, observedKeyPoints);
if (supermatrix == null)
{
supermatrix = new Matrix<float>(matrix.Rows, matrix.Cols);
supermatrix = matrix;
}
else
{
supermatrix= supermatrix.ConcateVertical(matrix);
}
DateTime end = DateTime.Now;
Debug.WriteLine("Process Time " + (end - start));
}
//At this point, we should to build the index of the big matrix
Index fln = new Index(supermatrix, 4);
//Retrieve The Rows supermatrix
Matrix<int> indices = new Matrix<int>(supermatrix.Rows, k);
Matrix<float> dist = new Matrix<float>(supermatrix.Rows, k);
fln.KnnSearch(observedDescriptors, indices, dist, k, 12);
Debug.WriteLine("-----------------------");
for (int i = 0; i < indices.Size.Height; i++)
{
if (dist.Data[i, 0] < 0.6 * dist.Data[i, 1])
{
Debug.WriteLine("This Point Is Good");
Debug.WriteLine("The image most similar is" + i);
}
}
}
| | 3 | No.3 Revision |
I modified the code but i have retrieve the same result. Indices and dist are always contains 0 values in The system never executed the line " Debug.WriteLine("This Point Is Good"); I will be very gratefull if anyone could to fix my code. I am very lost with knntree examples. The second version of the code with the Guanta fix is:
SURFDetector surfCPU = new SURFDetector(50, false);
Matrix<float> matrix,supermatrix;
VectorOfKeyPoint observedKeyPoints, modelKeyPoints;
Image<Gray, byte> observedImage, modelImage;
int k = 2;
private void Pruebas(){
//Load Image To Compare With ALL Images in Database
Image<Gray, byte> observedImage = new Image<Gray, byte>(@"C:\Users\gabri_000\Pictures\uneuro.png");
VectorOfKeyPoint observedKeyPoints = surfCPU.DetectKeyPointsRaw(observedImage, null);
Matrix<float> observedDescriptors = surfCPU.ComputeDescriptorsRaw(observedImage, null, observedKeyPoints);
//Path With ALL Images Database
//We will to build the big index for use with flann algorithm
string[] images = Directory.GetFiles(@"C:\Users\gabri_000\Pictures", "*.png");
foreach (string image in images)
{
DateTime start = DateTime.Now;
Debug.WriteLine("Current Image " + image);
Image<Gray, byte> observedimage modelImage = new Image<Gray, byte>(image);
observedKeyPoints = surfCPU.DetectKeyPointsRaw(observedimage, modelKeyPoints = surfCPU.DetectKeyPointsRaw(modelImage, null);
matrix = surfCPU.ComputeDescriptorsRaw(observedimage, surfCPU.ComputeDescriptorsRaw(modelImage, null, observedKeyPoints);
modelKeyPoints);
if (supermatrix == null)
{
supermatrix = new Matrix<float>(matrix.Rows, matrix.Cols);
supermatrix = matrix;
}
else
{
supermatrix= supermatrix.ConcateVertical(matrix);
}
DateTime end = DateTime.Now;
Debug.WriteLine("Process Time " + (end - start));
}
//At this point, we should to build the index of the big matrix
Index fln = new Index(supermatrix, 4);
//Retrieve The Rows supermatrix
Matrix<int> indices = new Matrix<int>(supermatrix.Rows, k);
Matrix<float> dist = new Matrix<float>(supermatrix.Rows, k);
fln.KnnSearch(observedDescriptors, indices, dist, k, 12);
Debug.WriteLine("-----------------------");
for (int i = 0; i < indices.Size.Height; i++)
{
if (dist.Data[i, 0] < 0.6 * dist.Data[i, 1])
{
Debug.WriteLine("This Point Is Good");
Debug.WriteLine("The image most similar is" + i);
}
}
}