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- /*
- By downloading, copying, installing or using the software you agree to this license.
- If you do not agree to this license, do not download, install,
- copy or use the software.
- License Agreement
- For Open Source Computer Vision Library
- (3-clause BSD License)
- Copyright (C) 2000-2015, Intel Corporation, all rights reserved.
- Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
- Copyright (C) 2009-2015, NVIDIA Corporation, all rights reserved.
- Copyright (C) 2010-2013, Advanced Micro Devices, Inc., all rights reserved.
- Copyright (C) 2015, OpenCV Foundation, all rights reserved.
- Copyright (C) 2015, Itseez Inc., all rights reserved.
- Third party copyrights are property of their respective owners.
- Redistribution and use in source and binary forms, with or without modification,
- are permitted provided that the following conditions are met:
- * Redistributions of source code must retain the above copyright notice,
- this list of conditions and the following disclaimer.
- * Redistributions in binary form must reproduce the above copyright notice,
- this list of conditions and the following disclaimer in the documentation
- and/or other materials provided with the distribution.
- * Neither the names of the copyright holders nor the names of the contributors
- may be used to endorse or promote products derived from this software
- without specific prior written permission.
- This software is provided by the copyright holders and contributors "as is" and
- any express or implied warranties, including, but not limited to, the implied
- warranties of merchantability and fitness for a particular purpose are disclaimed.
- In no event shall copyright holders or contributors be liable for any direct,
- indirect, incidental, special, exemplary, or consequential damages
- (including, but not limited to, procurement of substitute goods or services;
- loss of use, data, or profits; or business interruption) however caused
- and on any theory of liability, whether in contract, strict liability,
- or tort (including negligence or otherwise) arising in any way out of
- the use of this software, even if advised of the possibility of such damage.
- */
- #ifndef __OPENCV_PREDICT_COLLECTOR_HPP__
- #define __OPENCV_PREDICT_COLLECTOR_HPP__
- #include <vector>
- #include <map>
- #include <utility>
- #include <cfloat>
- #include "opencv2/core/base.hpp"
- namespace cv {
- namespace face {
- //! @addtogroup face
- //! @{
- /** @brief Abstract base class for all strategies of prediction result handling
- */
- class CV_EXPORTS_W PredictCollector
- {
- public:
- virtual ~PredictCollector() {}
- /** @brief Interface method called by face recognizer before results processing
- @param size total size of prediction evaluation that recognizer could perform
- */
- virtual void init(size_t size) { CV_UNUSED(size); }
- /** @brief Interface method called by face recognizer for each result
- @param label current prediction label
- @param dist current prediction distance (confidence)
- */
- virtual bool collect(int label, double dist) = 0;
- };
- /** @brief Default predict collector
- Trace minimal distance with treshhold checking (that is default behavior for most predict logic)
- */
- class CV_EXPORTS_W StandardCollector : public PredictCollector
- {
- public:
- struct PredictResult
- {
- int label;
- double distance;
- PredictResult(int label_ = -1, double distance_ = DBL_MAX) : label(label_), distance(distance_) {}
- };
- protected:
- double threshold;
- PredictResult minRes;
- std::vector<PredictResult> data;
- public:
- /** @brief Constructor
- @param threshold_ set threshold
- */
- StandardCollector(double threshold_ = DBL_MAX);
- /** @brief overloaded interface method */
- void init(size_t size) CV_OVERRIDE;
- /** @brief overloaded interface method */
- bool collect(int label, double dist) CV_OVERRIDE;
- /** @brief Returns label with minimal distance */
- CV_WRAP int getMinLabel() const;
- /** @brief Returns minimal distance value */
- CV_WRAP double getMinDist() const;
- /** @brief Return results as vector
- @param sorted If set, results will be sorted by distance
- Each values is a pair of label and distance.
- */
- CV_WRAP std::vector< std::pair<int, double> > getResults(bool sorted = false) const;
- /** @brief Return results as map
- Labels are keys, values are minimal distances
- */
- std::map<int, double> getResultsMap() const;
- /** @brief Static constructor
- @param threshold set threshold
- */
- CV_WRAP static Ptr<StandardCollector> create(double threshold = DBL_MAX);
- };
- //! @}
- }
- }
- #endif
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