Fawkes API  Fawkes Development Version
firevision::SiftppClassifier Class Reference

SIFTPP classifier. More...

#include <>>

Inheritance diagram for firevision::SiftppClassifier:

List of all members.

Classes

struct  Feature
 Siftpp Feature struct. More...

Public Member Functions

 SiftppClassifier (const char *features_file, int samplingStep=2, int octaves=4, int levels=3, float magnif=3.0, int noorient=0, int unnormalized=0)
 Constructor.
virtual ~SiftppClassifier ()
 Destructor.
virtual std::list< ROI > * classify ()
 Classify image.

Detailed Description

SIFTPP classifier.

This class provides a classifier that uses SIFTPP to detect objects in a given image by matching features. The objects are reported back as regions of interest. Each ROI contains an object. ROIs with 11x11 are matched features.

This code uses siftpp from http://vision.ucla.edu/~vedaldi/code/siftpp/siftpp.html and is partly based on code from their package.

Author:
Stefan Schiffer

Constructor & Destructor Documentation

firevision::SiftppClassifier::SiftppClassifier ( const char *  object_file,
int  samplingStep = 2,
int  octaves = 4,
int  levels = 3,
float  magnif = 3.0,
int  noorient = 0,
int  unnormalized = 0 
)

Constructor.

Parameters:
object_filefile that contains an image of the object to detect
samplingStepInitial sampling step
octavesNumber of analysed octaves
levelsNumber of levels per octave
magnifKeypoint magnification (default = 3)
noorientrotation invariance (0) or upright (1)
unnormalizedNormalization of features (default 0)

Definition at line 72 of file siftpp.cpp.

References fawkes::TimeTracker::add_class(), fawkes::TimeTracker::ping_start(), firevision::PNGReader::colorspace(), firevision::PNGReader::pixel_width(), firevision::PNGReader::pixel_height(), firevision::PNGReader::set_buffer(), firevision::PNGReader::read(), fawkes::TimeTracker::ping_end(), firevision::SiftppClassifier::Feature::key, firevision::SiftppClassifier::Feature::number_of_desc, and firevision::SiftppClassifier::Feature::descs.

firevision::SiftppClassifier::~SiftppClassifier ( ) [virtual]

Destructor.

Definition at line 223 of file siftpp.cpp.


Member Function Documentation

std::list< ROI > * firevision::SiftppClassifier::classify ( ) [virtual]

Classify image.

The current buffer is processed and scanned for the features the classifier has been written and initialized for. It returns a list of disjunct regions of interest.

Returns:
disjunct list of extracted regions of interest

Write image to verify correct operation

adding feature-ROI

Implements firevision::Classifier.

Definition at line 235 of file siftpp.cpp.

References fawkes::TimeTracker::ping_start(), firevision::Classifier::_width, firevision::Classifier::_height, firevision::Classifier::_src, fawkes::TimeTracker::ping_end(), firevision::SiftppClassifier::Feature::key, firevision::SiftppClassifier::Feature::number_of_desc, firevision::SiftppClassifier::Feature::descs, and fawkes::TimeTracker::print_to_stdout().


The documentation for this class was generated from the following files: