KDEDataSet.h

// KDEDataSet.h:
// -------------
//

#ifndef __IPSDKIPLATTRIBUTES_KDEDATASET_H__
#define __IPSDKIPLATTRIBUTES_KDEDATASET_H__

#include <IPSDKIPL/IPSDKIPLAttributes/IPSDKIPLAttributesExports.h>
#include <IPSDKBaseData/DataItem/Node/DataItemNodeHdrMacros.h>
#include <IPSDKIPL/IPSDKIPLAttributes/DataItem/HistogramData.h>

namespace ipsdk {
namespace imaproc {
namespace attr {


IPSDK_DECLARE_NODE_DATA(IPSDKIPLAttributes, KDEDataSet,
                        ((LEAF_COLL)(ImgValues)(ipsdk::ipReal64))
                        ((LEAF)(Bandwidth)(ipsdk::ipReal64)))
};


typedef boost::shared_ptr<ipsdk::imaproc::attr::KDEDataSet> KDEDataSetPtr;

typedef boost::shared_ptr<const ipsdk::imaproc::attr::KDEDataSet> KDEDataSetConstPtr;


IPSDKIPLATTRIBUTES_API ipReal64
computeDensity(const KDEDataSet& kdeDataSet,
               const ipReal64 x);

IPSDKIPLATTRIBUTES_API ipsdk::imaproc::attr::HistogramDataPtr
generateHistogram(const KDEDataSet& kdeDataSet,
                  const ipsdk::ipReal64 minValue,
                  const ipsdk::ipReal64 maxValue,
                  const ipsdk::ipReal64 binWidth,
                  const ipUInt64 globalPopulation);


} // end of namespace attr
} // end of namespace imaproc
} // end of namespace ipsdk

#endif // __IPSDKIPLATTRIBUTES_KDEDATASET_H__