xobjdetect.hpp

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*/

#ifndef __OPENCV_XOBJDETECT_XOBJDETECT_HPP__
#define __OPENCV_XOBJDETECT_XOBJDETECT_HPP__

#include <opencv2/core.hpp>
#include <vector>
#include <string>

/** @defgroup xobjdetect Extended object detection
*/
namespace cv
{
namespace xobjdetect
{
//! @addtogroup xobjdetect
//! @{


/** @brief WaldBoost detector
*/
class CV_EXPORTS WBDetector {
public:
    /** @brief Read detector from FileNode.
    @param node FileNode for input
    */
    virtual void read(const FileNode &node) = 0;

    /** @brief Write detector to FileStorage.
    @param fs FileStorage for output
    */
    virtual void write(FileStorage &fs) const = 0;

    /** @brief Train WaldBoost detector
    @param pos_samples Path to directory with cropped positive samples
    @param neg_imgs Path to directory with negative (background) images
    */
    virtual void train(
        const std::string& pos_samples,
        const std::string& neg_imgs) = 0;

    /** @brief Detect objects on image using WaldBoost detector
    @param img Input image for detection
    @param bboxes Bounding boxes coordinates output vector
    @param confidences Confidence values for bounding boxes output vector
    */
    virtual void detect(
        const Mat& img,
        std::vector<Rect> &bboxes,
        std::vector<double> &confidences) = 0;

    /** @brief Create instance of WBDetector
    */
    static Ptr<WBDetector> create();

    virtual ~WBDetector(){}
};


//! @}

} /* namespace xobjdetect */
} /* namespace cv */

#endif /* __OPENCV_XOBJDETECT_XOBJDETECT_HPP__ */