KernelKMeansImg.h

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// KernelKMeansImg.h:
// ------------------
//

#ifndef __IPSDKIPLCLASSIFICATION_KERNELKMEANSIMG_H__
#define __IPSDKIPLCLASSIFICATION_KERNELKMEANSIMG_H__

#include <IPSDKIPL/IPSDKIPLClassification/IPSDKIPLClassificationExports.h>
#include <IPSDKIPL/IPSDKIPLAttributes/DataItem/KernelKMeansParams.h>
#include <IPSDKIPL/IPSDKIPLClassification/Tools/KernelKMeansResultsTypes.h>

namespace ipsdk {
namespace imaproc {
namespace classif {

class KernelKMeansImgLvl1;


IPSDKIPLCLASSIFICATION_API KernelKMeansResults
kernelKMeansImg(const image::ImageConstPtr& pInImg,
                const ipUInt32 nbClusters,
                const ipUInt32 nbSamples);
IPSDKIPLCLASSIFICATION_API void
kernelKMeansImg(const image::ImageConstPtr& pInImg,
                const ipUInt32 nbClusters,
                const ipUInt32 nbSamples,
                const ipUInt32 nbAttempts,
                const attr::KernelKMeansParamsConstPtr& pKernelKMeansParams,
                const image::ImagePtr& pOutClassImg,
                const attr::KKMeansCentroidsPtr& pOutKKMeansCentroids);

IPSDKIPLCLASSIFICATION_API boost::shared_ptr<KernelKMeansImgLvl1>
kernelKMeansImg_async(const image::ImageConstPtr& pInImg,
                const ipUInt32 nbClusters,
                const ipUInt32 nbSamples);
IPSDKIPLCLASSIFICATION_API boost::shared_ptr<KernelKMeansImgLvl1>
kernelKMeansImg_async(const image::ImageConstPtr& pInImg,
                const ipUInt32 nbClusters,
                const ipUInt32 nbSamples,
                const ipUInt32 nbAttempts,
                const attr::KernelKMeansParamsConstPtr& pKernelKMeansParams,
                const image::ImagePtr& pOutClassImg,
                const attr::KKMeansCentroidsPtr& pOutKKMeansCentroids);

IPSDKIPLCLASSIFICATION_API KernelKMeansResults
getAsyncProcessorOutput(boost::shared_ptr<KernelKMeansImgLvl1> pProcessor);


} // end of namespace classif
} // end of namespace imaproc
} // end of namespace ipsdk

#endif // __IPSDKIPLCLASSIFICATION_KERNELKMEANSIMG_H__