NICE_VisLearning/features/localfeatures/progs/createLocalFeatures.cpp

/** 
* @file createLocalFeatures.cpp
* @brief create local feature files
* @author Erik Rodner
* @date 02/14/2008

*/


#include <sys/types.h>
#include <sys/stat.h>
#include <unistd.h>


#include <core/basics/Config.h>
#include <vislearning/baselib/Globals.h>
#include <vislearning/baselib/Preprocess.h>

#include <vislearning/features/localfeatures/GenericLFSelection.h>
#include <vislearning/features/localfeatures/LocalFeatureRepresentation.h>
#include <vislearning/features/localfeatures/LFWriteCache.h>
#include <vislearning/cbaselib/MultiDataset.h>
#include <vislearning/baselib/ProgressBar.h>

#ifdef NOVISUAL
#include <vislearning/nice_nonvis.h>
#else
#include <vislearning/nice.h>
#endif

using namespace OBJREC;

using namespace NICE;
using namespace std;


/** 
    create local feature files 
*/
int main (int argc, char **argv)
{   
    std::set_terminate(__gnu_cxx::__verbose_terminate_handler);

	Config conf ( argc, argv );

	string setname;
	try {
		setname = conf.gS("main", "set");
	} catch ( Exception ) {
		fprintf (stderr, "usage: %s -config <configfn> -ds <dataset>\n", argv[0]);
		exit(-1);
    }

	bool useColor = conf.gB("main", "color", true );

    Preprocess::Init ( &conf );
    MultiDataset md ( &conf );
    LabeledSet ls = *(md[setname]);

    LocalFeatureRepresentation *lfrep = GenericLFSelection::selectLocalFeatureRep ( &conf );
    LFWriteCache lfw ( &conf, lfrep );
    
    std::string cachedir = conf.gS("cache", "root");
    int cachemode = Globals::getCacheMode ( conf.gS("cache", "mode", "cat") );
    
	ProgressBar pb ("Local Feature Extraction" );
    LOOP_ALL_S(ls)
    {
		EACH_S(classno,filename);
		pb.update ( ls.count() );

		NICE::Image img;
		NICE::ColorImage imgColor;

		if ( !useColor ) 
			img = Preprocess::ReadImgAdv ( filename );
		else
			imgColor = Preprocess::ReadImgAdvRGB ( filename );
		Globals::setCurrentImgFN ( filename );
		
		std::string cache_filename = Globals::getCacheFilename( cachedir, cachemode );
		std::string cache_filename_desc = cache_filename + ".desc";
			struct stat dummy;
		if ( stat ( cache_filename_desc.c_str(), &dummy ) < 0 )
		{
			VVector features;
			VVector positions;

			cerr << "creating features for file " << filename << " ..." << endl;
			cerr << "writing features to file " << cache_filename_desc << " ..." << endl;
			if ( !useColor ) {
				lfw.extractFeatures ( img, features, positions );
			} else {
				lfw.extractFeatures ( imgColor, features, positions );
			}
			cerr << "pos: " << positions.size() << " feat:" << features.size() << endl;
		} else {
			cerr << "description file " << cache_filename_desc << " exists !" << endl;
		}
    }
    
    delete lfrep;
    
    return 0;
}