KernelKMeansParams.h

// KernelKMeansParams.h:
// ---------------------
//

#ifndef __IPSDKIPLATTRIBUTES_KERNELKMEANSPARAMS_H__
#define __IPSDKIPLATTRIBUTES_KERNELKMEANSPARAMS_H__

#include <IPSDKIPL/IPSDKIPLAttributes/IPSDKIPLAttributesExports.h>
#include <IPSDKBaseData/DataItem/Node/DataItemNodeHdrMacros.h>
#include <IPSDKIPL/IPSDKIPLAttributes/DataItem/RadialBasisKernelParamsPolicy.h>
#include <IPSDKMath/Clustering/KernelKMeansClusteringConfig.h>

namespace ipsdk {
namespace imaproc {
namespace attr {


IPSDK_DECLARE_NODE_DATA(IPSDKIPLAttributes, KernelKMeansParams,
                        ((ENUMLEAF)(RBKParamsPolicy)(ipsdk::imaproc::attr::eRadialBasisKernelParamsPolicy)(ipsdk::imaproc::attr::eRadialBasisKernelParamsPolicy::eRBKPP_FromDataDynamic))
                        ((LEAF)(RBKSigmaParam)(ipsdk::ipReal32))
                        ((LEAF)(RBKAccuracyThresholdParam)(ipsdk::ipReal32))
                        ((LEAF)(NbAttempts)(ipsdk::ipUInt32))
                        ((LEAF)(NbMaxIteration)(ipsdk::ipUInt32))
                        ((LEAF)(MinChangeRatio)(ipsdk::ipReal32))
                        ((LEAF)(MaxDictionarySize)(ipsdk::ipUInt32)))
};


typedef boost::shared_ptr<ipsdk::imaproc::attr::KernelKMeansParams> KernelKMeansParamsPtr;

typedef boost::shared_ptr<const ipsdk::imaproc::attr::KernelKMeansParams> KernelKMeansParamsConstPtr;


IPSDKIPLATTRIBUTES_API KernelKMeansParamsPtr
createDefaultKernelKMeansParams(const eRadialBasisKernelParamsPolicy& paramsPolicy = eRadialBasisKernelParamsPolicy::eRBKPP_FromDataDynamic,
                                const ipReal32 sigmaParam = 0.2f,
                                const ipReal32 accuracyThresholdParam = 0.002f);

IPSDKIPLATTRIBUTES_API KernelKMeansParamsPtr
createKernelKMeansParams(const eRadialBasisKernelParamsPolicy& paramsPolicy,
                         const ipReal32 sigmaParam,
                         const math::clustering::KernelKMeansClusteringConfig& config);


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

#endif // __IPSDKIPLATTRIBUTES_KERNELKMEANSPARAMS_H__