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Updated Model to version 2
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- Additional features based on natural scene statistics
- Updated VIQET MOS prediction model based on new and larger training
data set
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Rohitkalidindi committed Mar 19, 2016
1 parent 38d268f commit 320ca1a
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Showing 14 changed files with 8,729 additions and 927 deletions.
7 changes: 4 additions & 3 deletions VIQET-Backend/VQAlgo/FrameData.h
Expand Up @@ -53,9 +53,8 @@ class FrameData{
double final_noise;
double resizedImage_final_noise;
double mos;
//MMAhmed, 02/12/2015. Added this to calcuate the average of last 5 values of bigVectorOfOtherResults vector.
double multiScaleTextureAcutance;

vector<double> NSS_features;
//used by images
void setValues( string outputSharpness_File,
string outputDR_File,
Expand Down Expand Up @@ -92,7 +91,8 @@ class FrameData{
vector<double> resizedImage_gammaMatrix_vector_val,
double final_noise_val,
double resizedImage_final_noise_val,
double msta)
double msta,
vector<double> NSS_features_val)
{
SharpnessFile=outputSharpness_File;
DRHistogramFile=outputDR_File;
Expand Down Expand Up @@ -128,6 +128,7 @@ class FrameData{
resizedImage_noise3_vector=resizedImage_noise3_vector_val;
resizedImage_gammaMatrix_vector=resizedImage_gammaMatrix_vector_val;
multiScaleTextureAcutance = msta;
NSS_features=NSS_features_val;
if(resizedImage_all_sharpness_val.size() == 9)
{
final_sharpness_displayed= (std::pow((
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1,325 changes: 942 additions & 383 deletions VIQET-Backend/VQAlgo/OtherFiles/MOSModelData_forAll.txt

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946 changes: 946 additions & 0 deletions VIQET-Backend/VQAlgo/OtherFiles/MOSModelData_forFood.txt

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946 changes: 946 additions & 0 deletions VIQET-Backend/VQAlgo/OtherFiles/MOSModelData_forLandscape.txt

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360 changes: 360 additions & 0 deletions VIQET-Backend/VQAlgo/OtherFiles/MOSModelData_forNight.txt

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946 changes: 946 additions & 0 deletions VIQET-Backend/VQAlgo/OtherFiles/MOSModelData_forWall.txt

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1,325 changes: 942 additions & 383 deletions VIQET-Backend/VQAlgo/OtherFiles/VIQET_backend/MOSModelData_forAll.txt

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946 changes: 946 additions & 0 deletions VIQET-Backend/VQAlgo/OtherFiles/VIQET_backend/MOSModelData_forFood.txt

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946 changes: 946 additions & 0 deletions VIQET-Backend/VQAlgo/OtherFiles/VIQET_backend/MOSModelData_forWall.txt

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