current

cbaselib/LabeledFileList.cpp

@@ -24,7 +24,7 @@ using namespace NICE;
 
 LabeledFileList::LabeledFileList()
 {
-  debug_dataset = false;
+  debug_dataset = true;
 }
 
 LabeledFileList::~LabeledFileList()

cbaselib/MultiDataset.cpp

@@ -1,4 +1,4 @@
-/** 
+/**
 * @file MultiDataset.cpp
 * @brief multiple datasets
 * @author Erik Rodner
@@ -25,300 +25,300 @@ using namespace NICE;
 #undef DEBUG_MultiDataset
 
 void MultiDataset::selectExamples ( const std::string & examples_command,
-		      const LabeledSet & base,
-		      LabeledSet & positives,
-		      LabeledSet & negatives,
-		      const ClassNames & cn ) const
+                                    const LabeledSet & base,
+                                    LabeledSet & positives,
+                                    LabeledSet & negatives,
+                                    const ClassNames & cn ) const
 {
-    vector<string> examples;
-    StringTools::split ( examples_command, ';', examples );
-    set<int> processed_classes;
-
-    for ( vector<string>::const_iterator i  = examples.begin();
-					 i != examples.end();
-					 i++ )
+  vector<string> examples;
+  StringTools::split ( examples_command, ';', examples );
+  set<int> processed_classes;
+
+  for ( vector<string>::const_iterator i  = examples.begin();
+        i != examples.end();
+        i++ )
+  {
+    const std::string & cmd = *i;
+    vector<string> parts;
+    StringTools::split ( cmd, ' ', parts );
+
+    if ( (parts.size() != 3) && ((parts.size() != 2) || (parts[0] != "all")) )
+      fthrow( Exception, "Syntax error " << examples_command );
+
+    const std::string & mode = parts[0];
+    const std::string & csel = parts[1];
+    double parameter = (parts.size() == 3 ) ? atof(parts[2].c_str()) : 0.0;
+    map<int, int> fpe;
+
+    set<int> selection;
+    cn.getSelection ( csel, selection );
+    for ( set<int>::const_iterator j  = selection.begin();
+          j != selection.end();
+          j++ )
     {
-		const std::string & cmd = *i;
-		vector<string> parts;
-		StringTools::split ( cmd, ' ', parts );
-		
-		if ( (parts.size() != 3) && ((parts.size() != 2) || (parts[0] != "all")) ) 
-			fthrow( Exception, "Syntax error " << examples_command );
-		
-		const std::string & mode = parts[0];
-		const std::string & csel = parts[1];
-		double parameter = (parts.size() == 3 ) ? atof(parts[2].c_str()) : 0.0;
-		map<int, int> fpe;
-
-		set<int> selection;
-		cn.getSelection ( csel, selection );
-		for ( set<int>::const_iterator j  = selection.begin();
-						   j != selection.end();
-						   j++ )
-		{
-			int classno = *j;
-			if ( processed_classes.find(classno) == processed_classes.end() )
-			{
+      int classno = *j;
+      if ( processed_classes.find(classno) == processed_classes.end() )
+      {
 #ifdef DEBUG_MultiDataset
-				fprintf (stderr, "class %s: %s %d\n", cn.text(classno).c_str(),
-					mode.c_str(), (int)parameter );
+        fprintf (stderr, "class %s: %s %d\n", cn.text(classno).c_str(),
+                 mode.c_str(), (int)parameter );
 #endif
-				fpe[*j] = (int)parameter;
-				processed_classes.insert(classno);
-			} else {
-				if ( csel != "*" ) {
-					fthrow ( Exception, "Example selection method for class %s has multiple specifications" << cn.text(classno) );
-				}
-			}
-		}
-
-		if ( mode == "seq" ) {
-			LabeledSetSelection<LabeledSet>::selectSequential ( 
-			fpe, base, positives, negatives );   
+        fpe[*j] = (int)parameter;
+        processed_classes.insert(classno);
+      } else {
+        if ( csel != "*" ) {
+          fthrow ( Exception, "Example selection method for class %s has multiple specifications" << cn.text(classno) );
+        }
+      }
+    }
+
+    if ( mode == "seq" ) {
+      LabeledSetSelection<LabeledSet>::selectSequential (
+        fpe, base, positives, negatives );
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "MultiDataset: after special seq selection: %d\n", positives.count() );
+      fprintf (stderr, "MultiDataset: after special seq selection: %d\n", positives.count() );
 #endif
-		} else if ( mode == "step" ) {
-			LabeledSetSelection<LabeledSet>::selectSequentialStep ( 
-			fpe, base, positives, negatives );   
+    } else if ( mode == "step" ) {
+      LabeledSetSelection<LabeledSet>::selectSequentialStep (
+        fpe, base, positives, negatives );
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "MultiDataset: after special step selection: %d\n", positives.count() );
+      fprintf (stderr, "MultiDataset: after special step selection: %d\n", positives.count() );
 #endif
-		} else if ( mode == "random" ) {
-			LabeledSetSelection<LabeledSet>::selectRandom ( 
-			fpe, base, positives, negatives );   
+    } else if ( mode == "random" ) {
+      LabeledSetSelection<LabeledSet>::selectRandom (
+        fpe, base, positives, negatives );
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "MultiDataset: after special random selection: %d\n", positives.count() );
+      fprintf (stderr, "MultiDataset: after special random selection: %d\n", positives.count() );
 #endif
-		} else if ( mode == "all" ) {
-			if ( (int)selection.size() == cn.numClasses() ) 
-			{
-				// preserve permutation
-				LabeledSet::Permutation permutation;
-				base.getPermutation ( permutation );
-				for ( LabeledSet::Permutation::iterator i = permutation.begin(); i != permutation.end(); i++ )
-				{
-					int classno = i->first;
-					ImageInfo *element = const_cast< ImageInfo * > ( i->second );
-					positives.add_reference ( classno, element );
-				}
-			} else {
-				LabeledSetSelection<LabeledSet>::selectClasses ( selection, base, positives, negatives );
-			}
+    } else if ( mode == "all" ) {
+      if ( (int)selection.size() == cn.numClasses() )
+      {
+        // preserve permutation
+        LabeledSet::Permutation permutation;
+        base.getPermutation ( permutation );
+        for ( LabeledSet::Permutation::iterator i = permutation.begin(); i != permutation.end(); i++ )
+        {
+          int classno = i->first;
+          ImageInfo *element = const_cast< ImageInfo * > ( i->second );
+          positives.add_reference ( classno, element );
+        }
+      } else {
+        LabeledSetSelection<LabeledSet>::selectClasses ( selection, base, positives, negatives );
+      }
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "MultiDataset: after special class selection: %d\n", positives.count() );
+      fprintf (stderr, "MultiDataset: after special class selection: %d\n", positives.count() );
 #endif
-		} else {
-			fthrow ( Exception, "Wrong value for parameter example\n");
-		}
+    } else {
+      fthrow ( Exception, "Wrong value for parameter example\n");
     }
+  }
 
 #ifdef DEBUG_MultiDataset
-    fprintf (stderr, "MultiDataset: after special selection operations: %d\n", positives.count() );
+  fprintf (stderr, "MultiDataset: after special selection operations: %d\n", positives.count() );
 #endif
-    
-    set<int> allclasses;
-    cn.getSelection ( "*", allclasses );
 
-    set<int> allnegative_classes;
+  set<int> allclasses;
+  cn.getSelection ( "*", allclasses );
+
+  set<int> allnegative_classes;
 
-    // add all examples from allclasses \setminus processed_classes
-    set_difference(allclasses.begin(), allclasses.end(), processed_classes.begin(), processed_classes.end(),
-                      inserter(allnegative_classes, allnegative_classes.end()));
+  // add all examples from allclasses \setminus processed_classes
+  set_difference(allclasses.begin(), allclasses.end(), processed_classes.begin(), processed_classes.end(),
+                 inserter(allnegative_classes, allnegative_classes.end()));
 
-    LabeledSet dummy;
-    LabeledSetSelection<LabeledSet>::selectClasses ( allnegative_classes, 
-	base, negatives, dummy );
+  LabeledSet dummy;
+  LabeledSetSelection<LabeledSet>::selectClasses ( allnegative_classes,
+      base, negatives, dummy );
 
 }
 
 /** MultiDataset ------- constructor */
 MultiDataset::MultiDataset( const Config *conf )
 {
-    std::set<string> blocks;
-    conf->getAllBlocks ( blocks );
-
-    map<string, Config> dsconfs;
-    map<string, string> dirs;
-    for ( set<string>::iterator i = blocks.begin();
-	    i != blocks.end();  )
+  std::set<string> blocks;
+  conf->getAllBlocks ( blocks );
+
+  map<string, Config> dsconfs;
+  map<string, string> dirs;
+  for ( set<string>::iterator i = blocks.begin();
+        i != blocks.end();  )
+  {
+    if ( conf->gB(*i, "disable", false) )
     {
-		if ( conf->gB(*i, "disable", false) )
-		{
-			i++;
-			continue;
-		}
-
-		std::string dataset = conf->gS( *i, "dataset", "unknown" );
-		if ( dataset == "unknown" )
-			blocks.erase(i++);
-		else {
+      i++;
+      continue;
+    }
+
+    std::string dataset = conf->gS( *i, "dataset", "unknown" );
+    if ( dataset == "unknown" )
+      blocks.erase(i++);
+    else {
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "Reading dataset config for block [%s]\n", i->c_str() );
+      fprintf (stderr, "Reading dataset config for block [%s]\n", i->c_str() );
 #endif
-			Config dsconf ( (dataset + "/dataset.conf").c_str() );
-			
-			dirs[*i] = dataset;
-			dsconfs[*i] = dsconf;
-			i++;
-		}
+      Config dsconf ( (dataset + "/dataset.conf").c_str() );
+
+      dirs[*i] = dataset;
+      dsconfs[*i] = dsconf;
+      i++;
     }
-  
-    if ( blocks.find("traintest") != blocks.end() )
+  }
+
+  if ( blocks.find("traintest") != blocks.end() )
+  {
+    LabeledSet ls_base;
+    LabeledSet ls_train (true);
+    LabeledSet ls_nontrain (true);
+    LabeledSet ls_test (true);
+    LabeledSet dummy (true);
+    LabeledSet temp (true);
+
+    bool localizationInfoDisabled = conf->gB("traintest", "disable_localization_info", false );
+
+    std::string classselection_train = conf->gS("traintest", "classselection_train", "*");
+    std::string classselection_test = conf->gS("traintest", "classselection_test", "*");
+    classnames["traintest"] = ClassNames();
+
+    std::string classNamesTxt = dirs["traintest"] + "/classnames.txt";
+    if ( FileMgt::fileExists ( classNamesTxt ) )
     {
-		LabeledSet ls_base;
-		LabeledSet ls_train (true);
-		LabeledSet ls_nontrain (true);
-		LabeledSet ls_test (true);
-		LabeledSet dummy (true);
-		LabeledSet temp (true);
-
-		bool localizationInfoDisabled = conf->gB("traintest", "disable_localization_info", false );
-
-		std::string classselection_train = conf->gS("traintest", "classselection_train", "*");
-		std::string classselection_test = conf->gS("traintest", "classselection_test", "*");
-		classnames["traintest"] = ClassNames();
-		
-		std::string classNamesTxt = dirs["traintest"] + "/classnames.txt";
-		if ( FileMgt::fileExists ( classNamesTxt ) )
-		{
-			classnames["traintest"].read ( classNamesTxt );
-		} else {
-			classnames["traintest"].readFromConfig ( dsconfs["traintest"], classselection_train );
-		}
-		
-		lfl.get ( dirs["traintest"], dsconfs["traintest"], classnames["traintest"], ls_base,
-			localizationInfoDisabled, conf->gB("traintest", "debug_dataset", false ) ); 
-
-		std::string examples_train =  conf->gS("traintest", "examples_train" );
-		selectExamples ( examples_train, ls_base, ls_train, ls_nontrain, classnames["traintest"] );
-			
-		set<int> selection_test;
-		classnames["traintest"].getSelection ( classselection_test, selection_test );
-
-		std::string examples_test =  conf->gS("traintest", "examples_test" );
-		if ( examples_test == "reclassification" )
-		{
-			LabeledSetSelection<LabeledSet>::selectClasses 
-			( selection_test, ls_train, ls_test, dummy );
-
-		} else {
-			selectExamples ( examples_test, ls_nontrain, temp, dummy, classnames["traintest"] );
-			LabeledSetSelection<LabeledSet>::selectClasses 
-			( selection_test, temp, ls_test, dummy );
-		}
-
-		classnames["train"] = classnames["traintest"];
-		classnames["test"] = ClassNames ( classnames["traintest"], classselection_test );
-		datasets["test"] = ls_test;
-		datasets["train"] = ls_train;
+      classnames["traintest"].read ( classNamesTxt );
+    } else {
+      classnames["traintest"].readFromConfig ( dsconfs["traintest"], classselection_train );
     }
 
-    for ( set<string>::const_iterator i = blocks.begin();
-				      i != blocks.end();
-				      i++ )
+    lfl.get ( dirs["traintest"], dsconfs["traintest"], classnames["traintest"], ls_base,
+              localizationInfoDisabled, conf->gB("traintest", "debug_dataset", false ) );
+
+    std::string examples_train =  conf->gS("traintest", "examples_train" );
+    selectExamples ( examples_train, ls_base, ls_train, ls_nontrain, classnames["traintest"] );
+
+    set<int> selection_test;
+    classnames["traintest"].getSelection ( classselection_test, selection_test );
+
+    std::string examples_test =  conf->gS("traintest", "examples_test" );
+    if ( examples_test == "reclassification" )
     {
-		std::string name = *i;
-		if ( classnames.find(name) != classnames.end() )
-			continue;
+      LabeledSetSelection<LabeledSet>::selectClasses
+      ( selection_test, ls_train, ls_test, dummy );
+
+    } else {
+      selectExamples ( examples_test, ls_nontrain, temp, dummy, classnames["traintest"] );
+      LabeledSetSelection<LabeledSet>::selectClasses
+      ( selection_test, temp, ls_test, dummy );
+    }
+
+    classnames["train"] = classnames["traintest"];
+    classnames["test"] = ClassNames ( classnames["traintest"], classselection_test );
+    datasets["test"] = ls_test;
+    datasets["train"] = ls_train;
+  }
 
-		if ( conf->gB(name, "disable", false) == true )
-			continue;
+  for ( set<string>::const_iterator i = blocks.begin();
+        i != blocks.end();
+        i++ )
+  {
+    std::string name = *i;
+    if ( classnames.find(name) != classnames.end() )
+      continue;
 
-		if ( dsconfs.find(name) == dsconfs.end() )
-			continue;
+    if ( conf->gB(name, "disable", false) == true )
+      continue;
 
-		LabeledSet ls_base;
-		LabeledSet ls (true);
-		LabeledSet dummy (true);
-		LabeledSet temp (true);
+    if ( dsconfs.find(name) == dsconfs.end() )
+      continue;
 
-		bool localizationInfoDisabled = conf->gB(name, "disable_localization_info", false );
+    LabeledSet ls_base;
+    LabeledSet ls (true);
+    LabeledSet dummy (true);
+    LabeledSet temp (true);
 
-		std::string classselection = conf->gS(name, "classselection", "*");
-		classnames[name] = ClassNames();
+    bool localizationInfoDisabled = conf->gB(name, "disable_localization_info", false );
 
-		std::string classNamesTxt = dirs[name] + "/classnames.txt";
-		if ( FileMgt::fileExists ( classNamesTxt ) )
-		{
+    std::string classselection = conf->gS(name, "classselection", "*");
+    classnames[name] = ClassNames();
+
+    std::string classNamesTxt = dirs[name] + "/classnames.txt";
+    if ( FileMgt::fileExists ( classNamesTxt ) )
+    {
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "MultiDataset: reading class names from %s\n", classNamesTxt.c_str() );
+      fprintf (stderr, "MultiDataset: reading class names from %s\n", classNamesTxt.c_str() );
 #endif
-			classnames[name].read ( classNamesTxt );
-		} else {
+      classnames[name].read ( classNamesTxt );
+    } else {
 #ifdef DEBUG_MultiDataset
-			fprintf (stderr, "MultiDataset: reading class names from dataset config file\n" );
+      fprintf (stderr, "MultiDataset: reading class names from dataset config file\n" );
 #endif
-			classnames[name].readFromConfig ( dsconfs[name], classselection );
-		}
-		
-		lfl.get ( dirs[name], dsconfs[name], classnames[name], ls_base,
-			localizationInfoDisabled, conf->gB(name, "debug_dataset", false ) ); 
+      classnames[name].readFromConfig ( dsconfs[name], classselection );
+    }
+
+    lfl.get ( dirs[name], dsconfs[name], classnames[name], ls_base,
+              localizationInfoDisabled, conf->gB(name, "debug_dataset", false ) );
 #ifdef DEBUG_MultiDataset
-		fprintf (stderr, "MultiDataset: class names -->\n" );
-		classnames[name].store ( cerr );
-		fprintf (stderr, "MultiDataset: all information about %s set obtained ! (size %d)\n", name.c_str(), ls_base.count() );
+    fprintf (stderr, "MultiDataset: class names -->\n" );
+    classnames[name].store ( cerr );
+    fprintf (stderr, "MultiDataset: all information about %s set obtained ! (size %d)\n", name.c_str(), ls_base.count() );
 #endif
 
-		std::string examples = conf->gS(name, "examples", "all *" );
-		selectExamples ( examples, ls_base, ls, dummy, classnames[name] );
-		
+    std::string examples = conf->gS(name, "examples", "all *" );
+    selectExamples ( examples, ls_base, ls, dummy, classnames[name] );
+
 #ifdef DEBUG_MultiDataset
-		fprintf (stderr, "MultiDataset: size after selection %d\n", ls.count() );
+    fprintf (stderr, "MultiDataset: size after selection %d\n", ls.count() );
 #endif
 
-		datasets[name] = ls;
-    }
+    datasets[name] = ls;
+  }
 
-    bool dumpSelections = conf->gB("datasets", "dump_selection", false);
-    if ( dumpSelections )
+  bool dumpSelections = conf->gB("datasets", "dump_selection", false);
+  if ( dumpSelections )
+  {
+    for ( map<string, LabeledSet>::const_iterator i = datasets.begin();
+          i != datasets.end(); i++ )
     {
-		for ( map<string, LabeledSet>::const_iterator i = datasets.begin();
-			i != datasets.end(); i++ )
-		{
-			const std::string & name = i->first;
-			const LabeledSet & ls = i->second;
-			const ClassNames & classNames = classnames[name];
-
-			mkdir ( name.c_str(), 0755 );
-
-			std::string filelist = name + "/files.txt";
-			ofstream olist ( filelist.c_str(), ios::out );
-			if ( !olist.good() )
-				fthrow (IOException, "Unable to dump selections to " << filelist );
-			
-			LOOP_ALL_S(ls)
-			{
-				EACH_S(classno, file);
-				std::string classtext = classNames.code(classno);
-				olist << classtext << " " << file << endl;
-			}
-			olist.close();
-
-			std::string datasetconf = name + "/dataset.conf";
-			ofstream oconf ( datasetconf.c_str(), ios::out );
-			if ( !oconf.good() )
-				fthrow (IOException, "Unable to dump selections to " << datasetconf );
-
-			set<int> classnos;
-			classNames.getSelection ( "*", classnos);
-
-			oconf << "[main]" << endl;
-			oconf << "filelist = \"files.txt\"" << endl << endl;
-
-			oconf << "[classnames]" << endl;
-			for ( set<int>::const_iterator i = classnos.begin();
-					i != classnos.end(); i++ )
-			{
-				const std::string & code = classNames.code(*i);
-				const std::string & text = classNames.text(*i);
-				oconf << code << "     =     \"" << text << "\"" << endl;
-			}
-			oconf.close();
-			
-			classNames.save ( name + "/classnames.txt" );
-		}
+      const std::string & name = i->first;
+      const LabeledSet & ls = i->second;
+      const ClassNames & classNames = classnames[name];
+
+      mkdir ( name.c_str(), 0755 );
+
+      std::string filelist = name + "/files.txt";
+      ofstream olist ( filelist.c_str(), ios::out );
+      if ( !olist.good() )
+        fthrow (IOException, "Unable to dump selections to " << filelist );
+
+      LOOP_ALL_S(ls)
+      {
+        EACH_S(classno, file);
+        std::string classtext = classNames.code(classno);
+        olist << classtext << " " << file << endl;
+      }
+      olist.close();
+
+      std::string datasetconf = name + "/dataset.conf";
+      ofstream oconf ( datasetconf.c_str(), ios::out );
+      if ( !oconf.good() )
+        fthrow (IOException, "Unable to dump selections to " << datasetconf );
+
+      set<int> classnos;
+      classNames.getSelection ( "*", classnos);
+
+      oconf << "[main]" << endl;
+      oconf << "filelist = \"files.txt\"" << endl << endl;
+
+      oconf << "[classnames]" << endl;
+      for ( set<int>::const_iterator i = classnos.begin();
+            i != classnos.end(); i++ )
+      {
+        const std::string & code = classNames.code(*i);
+        const std::string & text = classNames.text(*i);
+        oconf << code << "     =     \"" << text << "\"" << endl;
+      }
+      oconf.close();
+
+      classNames.save ( name + "/classnames.txt" );
     }
+  }
 
 }
 
@@ -328,32 +328,32 @@ MultiDataset::~MultiDataset()
 
 const ClassNames & MultiDataset::getClassNames ( const std::string & key ) const
 {
-    map<string, ClassNames>::const_iterator i = classnames.find(key);
-    if ( i == classnames.end() )
-    {
-	fprintf (stderr, "MultiDataSet::getClassNames() FATAL ERROR: dataset <%s> not found !\n", key.c_str() );
-	exit(-1);
-    } 
-    return (i->second);
+  map<string, ClassNames>::const_iterator i = classnames.find(key);
+  if ( i == classnames.end() )
+  {
+    fprintf (stderr, "MultiDataSet::getClassNames() FATAL ERROR: dataset <%s> not found !\n", key.c_str() );
+    exit(-1);
+  }
+  return (i->second);
 
 }
 
 const LabeledSet *MultiDataset::operator[] ( const std::string & key ) const
 {
-    map<string, LabeledSet>::const_iterator i = datasets.find(key);
-    if ( i == datasets.end() )
-    {
-	fprintf (stderr, "MultiDataSet: FATAL ERROR: dataset <%s> not found !\n", key.c_str() );
-	exit(-1);
-    } 
-    return &(i->second);
+  map<string, LabeledSet>::const_iterator i = datasets.find(key);
+  if ( i == datasets.end() )
+  {
+    fprintf (stderr, "MultiDataSet: FATAL ERROR: dataset <%s> not found !\n", key.c_str() );
+    exit(-1);
+  }
+  return &(i->second);
 }
 
 const LabeledSet *MultiDataset::at ( const std::string & key ) const
 {
-    map<string, LabeledSet>::const_iterator i = datasets.find(key);
-    if ( i == datasets.end() )
-	return NULL;
-    else
-	return &(i->second);
+  map<string, LabeledSet>::const_iterator i = datasets.find(key);
+  if ( i == datasets.end() )
+    return NULL;
+  else
+    return &(i->second);
 }

features/localfeatures/LFColorWeijer.cpp

@@ -438,6 +438,21 @@ void LFColorWeijer::visualizeFeatures( const NICE::ColorImage & cimg, NICE::Colo
   }
 
   getDescriptors( cimg, pos, feats );
+  
+  //heatmap for a special class
+  /*ofstream fout("out.txt");
+  
+  int counter = 0;
+  for ( int y = 0; y < cimg.height(); y++ )
+  {
+    for ( int x = 0; x < cimg.width(); x++, counter++ )
+    {
+      fout << feats[counter][8] << " ";
+    }
+  }
+  cout << "counter: " << counter << " feats.size(): " << feats.size() << endl;
+  
+  fout.close();*/
 
   out.resize( cimg.width(), cimg.height() );
   out.set( 0, 0, 0 );

features/localfeatures/progs/testColorWeijer.cpp

@@ -11,24 +11,24 @@ using namespace NICE;
 using namespace OBJREC;
 
 int main(int argc, char **argv)
-{	
-	if(argc < 1)
-	{
-		cerr << "Bitte Bild angeben" << endl;
-		return -1;
-	}
-	
-	Config *conf = new Config();
-	LFColorWeijer lfc(conf);
-		
-	//! testen
-	ColorImage cimg(argv[1]);
-	ColorImage out;
-	lfc.visualizeFeatures (cimg,out);
-	
-	cimg.writePPM("org.ppm");
-	out.writePPM("out.ppm");
-	
-	return 0;
+{
+  if (argc < 1)
+  {
+    cerr << "Bitte Bild angeben" << endl;
+    return -1;
+  }
+
+  Config *conf = new Config();
+  LFColorWeijer lfc(conf);
+
+  //! testen
+  ColorImage cimg(argv[1]);
+  ColorImage out;
+  lfc.visualizeFeatures (cimg, out);
+
+  cimg.writePPM("org.ppm");
+  out.writePPM("out.ppm");
+
+  return 0;
 }