| int Impala::Application::mainConstructCodebook | ( | int | argc, | |
| char * | argv[] | |||
| ) |
Definition at line 37 of file mainConstructCodebook.cpp.
References Impala::Core::Table::TableTem< Col1T, Col2T, Col3T, Col4T, Col5T, Col6T, Col7T, Col8T, Col9T >::Add(), Impala::CmdOptions::AddOption(), Impala::atoi(), Impala::FileNamePath(), Impala::CmdOptions::GetArg(), Impala::Core::Database::RawDataSet::GetDatabase(), Impala::Core::Database::RawDataSet::GetFilePath(), Impala::CmdOptions::GetInstance(), Impala::Core::Database::RawDataSet::GetQuidClass(), Impala::Core::Database::RawDataSet::GetSetId(), Impala::CmdOptions::GetString(), ILOG_INFO, ILOG_VAR, ILOG_WARN, Impala::CmdOptions::Initialise(), Impala::Core::Matrix::KmeansClustering(), Impala::Core::Database::RawDataSet::MakeDir(), Impala::Core::Feature::FeatureTable::MakeFromDataSet(), Impala::MakeQuidCodebook(), Impala::Core::Database::MakeRawDataSet(), Impala::MakeString(), Impala::Core::Matrix::MatE(), Impala::Core::Matrix::MatNrCol(), Impala::Core::Matrix::MatNrRow(), Impala::CmdOptions::ParseArgs(), Impala::Core::Array::ReadRaw(), and Impala::Core::Table::Write().
Referenced by main().
00038 { 00039 CmdOptions& options = CmdOptions::GetInstance(); 00040 options.Initialise(false, false, true); 00041 options.AddOption(0, "rawFile", "filename", "", 0, true); 00042 00043 ILOG_VAR(Sandbox.koen.mainConstructCodebook); 00044 00045 if (! options.ParseArgs(argc, argv, "dataset featurename codebookoutputname k", 4)) 00046 return 1; 00047 00048 Core::Database::RawDataSet* dataset = Core::Database::MakeRawDataSet(options.GetArg(0)); 00049 if(!dataset) 00050 { 00051 ILOG_INFO_ONCE("failed to open dataset " << options.GetArg(0)); 00052 return 0; 00053 } 00054 00055 String feature = options.GetArg(1); 00056 String outputFilename = options.GetArg(2); 00057 int k = atoi(options.GetArg(3)); 00058 00059 String outputCheck = dataset->GetFilePath("", outputFilename, false, true); 00060 if(!outputCheck.empty()) 00061 { 00062 ILOG_WARN("Output codebook file already exists: " << outputFilename << "; skipping..."); 00063 return 0; 00064 } 00065 00066 ILOG_INFO("Clustering from dataset: " << options.GetArg(0)); 00067 ILOG_INFO("Feature: " << feature); 00068 ILOG_INFO("Output filename: " << outputFilename); 00069 ILOG_INFO("Clusters requested: " << k); 00070 00071 Mat* codebook = 0; 00072 if(options.GetString("rawFile").empty()) 00073 { 00074 Core::Feature::FeatureTable* clusterInput = 00075 Core::Feature::FeatureTable::MakeFromDataSet(dataset, 00076 Core::Feature::FeatureDefinition(feature), 00077 "Keyframes"); // always do keyframes for video sets 00078 ILOG_INFO("Clustering on: " << clusterInput->Size() << " points"); 00079 codebook = KmeansClustering(clusterInput->GetColumn2()->GetStorage(), k); 00080 delete clusterInput; 00081 } 00082 else 00083 { 00084 String rawFilename = options.GetString("rawFile"); 00085 Mat* rawData = 0; 00086 ReadRaw(rawData, rawFilename, dataset->GetDatabase()); 00087 codebook = KmeansClustering(rawData, k); 00088 delete rawData; 00089 } 00090 00091 Core::Feature::FeatureTable* codebookTable = new Core::Feature::FeatureTable( 00092 String("kmeans-clustering_k_") + MakeString(k), k, 00093 MatNrCol(codebook)); 00094 for(int i = 0; i < MatNrRow(codebook); i++) 00095 { 00096 Quid descr = MakeQuidCodebook(dataset->GetQuidClass(), dataset->GetSetId(), i); 00097 Core::Vector::VectorTem<Real64> v(MatNrCol(codebook)); 00098 for(int j = 0; j < MatNrCol(codebook); j++) 00099 { 00100 v[j] = *MatE(codebook, i, j); 00101 } 00102 codebookTable->Add(descr, v); 00103 } 00104 delete codebook; 00105 00106 dataset->MakeDir(FileNamePath(outputFilename)); 00107 String output2 = dataset->GetFilePath("", outputFilename, true, false); 00108 Core::Table::Write(codebookTable, output2, dataset->GetDatabase(), true); 00109 delete codebookTable; 00110 00111 return 0; 00112 }
Here is the call graph for this function:
