Commit f7e019305e756cae0c86709ad5f4f5714e963df5
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f67af1ff
remove scorelevelfusion
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openbr/plugins/metadata/scorelevelfusion.cpp deleted
| 1 | -/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * | |
| 2 | - * Copyright 2015 Rank One Computing Corporation * | |
| 3 | - * * | |
| 4 | - * Licensed under the Apache License, Version 2.0 (the "License"); * | |
| 5 | - * you may not use this file except in compliance with the License. * | |
| 6 | - * You may obtain a copy of the License at * | |
| 7 | - * * | |
| 8 | - * http://www.apache.org/licenses/LICENSE-2.0 * | |
| 9 | - * * | |
| 10 | - * Unless required by applicable law or agreed to in writing, software * | |
| 11 | - * distributed under the License is distributed on an "AS IS" BASIS, * | |
| 12 | - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * | |
| 13 | - * See the License for the specific language governing permissions and * | |
| 14 | - * limitations under the License. * | |
| 15 | - * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */ | |
| 16 | - | |
| 17 | -#include <openbr/plugins/openbr_internal.h> | |
| 18 | -#include <opencv2/core/core.hpp> | |
| 19 | - | |
| 20 | -using namespace cv; | |
| 21 | - | |
| 22 | -namespace br | |
| 23 | -{ | |
| 24 | - | |
| 25 | -/*! | |
| 26 | - * \ingroup transforms | |
| 27 | - * \brief Fuses together scores from a single metadata key or multiple keys and sets the computed values in the specified key. | |
| 28 | - * \br_property QString keys The meta-data key(s) to fuse on. | |
| 29 | - * \br_property QString outputKey The output metadata key. | |
| 30 | - * \br_property bool listOfList Flag that tells the program how to parse the metadata key that contains the score values. | |
| 31 | - * \author Keyur Patel \cite kpatel | |
| 32 | - */ | |
| 33 | -class ScoreLevelFusionTransform : public UntrainableMetadataTransform | |
| 34 | -{ | |
| 35 | - Q_OBJECT | |
| 36 | - Q_PROPERTY(QStringList keys READ get_keys WRITE set_keys RESET reset_keys STORED false) | |
| 37 | - Q_PROPERTY(int numClasses READ get_numClasses WRITE set_numClasses RESET reset_numClasses STORED false) | |
| 38 | - Q_PROPERTY(QString outputKey READ get_outputKey WRITE set_outputKey RESET reset_outputKey STORED false) | |
| 39 | - Q_PROPERTY(bool listOfList READ get_listOfList WRITE set_listOfList RESET reset_listOfList STORED false) | |
| 40 | - | |
| 41 | - BR_PROPERTY(QStringList, keys, QStringList()) | |
| 42 | - BR_PROPERTY(int, numClasses, 2) | |
| 43 | - BR_PROPERTY(QString, outputKey, "ScoreLevelFusion") | |
| 44 | - BR_PROPERTY(bool, listOfList, false) | |
| 45 | - | |
| 46 | - void projectMetadata(const File &src, File &dst) const | |
| 47 | - { | |
| 48 | - dst = src; | |
| 49 | - QList<QList<float> > scoresList = QList<QList<float> >(); | |
| 50 | - if (listOfList){ //format [[.8,.2],[.45,.55],[.3,.7]] | |
| 51 | - foreach (QString key, keys){ | |
| 52 | - if (src.contains(key)){ | |
| 53 | - QList<QString > keyScoresList = src.getList<QString >(key); | |
| 54 | - for (int d = 0; d < keyScoresList.size(); d++){ | |
| 55 | - QList<QString> tmpList = keyScoresList[d].split(","); | |
| 56 | - QList<float> tmpScoreList = QList<float>(); | |
| 57 | - for (int f = 0; f < tmpList.size(); f++){ | |
| 58 | - tmpScoreList.append(tmpList[f].remove('"').remove("]").remove("[").toFloat()); | |
| 59 | - } | |
| 60 | - scoresList.append(tmpScoreList); | |
| 61 | - } | |
| 62 | - } else{ | |
| 63 | - dst.fte = true; | |
| 64 | - return; | |
| 65 | - } | |
| 66 | - } | |
| 67 | - } else { //format = [.8,.2,.45,.55,.3.,7] | |
| 68 | - QList<float> scores = QList<float>(); | |
| 69 | - foreach (QString key, keys){ | |
| 70 | - if (src.contains(key)){ | |
| 71 | - QList<float> templateScores = src.getList<float>(key); | |
| 72 | - scores.append(templateScores); | |
| 73 | - } else{ | |
| 74 | - dst.fte = true; | |
| 75 | - return; | |
| 76 | - } | |
| 77 | - } | |
| 78 | - for (int i = 0; i < scores.size(); i+=numClasses){ | |
| 79 | - QList<float> tmpList = QList<float>(); | |
| 80 | - for (int b = 0; b < numClasses; b++){ | |
| 81 | - tmpList.append(scores[i+b]); | |
| 82 | - } | |
| 83 | - scoresList.append(tmpList); | |
| 84 | - } | |
| 85 | - } | |
| 86 | - Mat m = toMat(scoresList); | |
| 87 | - Mat avgDist; | |
| 88 | - cv::reduce(m, avgDist, 0, 1); | |
| 89 | - dst.setList(outputKey,matrixToVector(avgDist)); | |
| 90 | - } | |
| 91 | - | |
| 92 | - cv::Mat toMat(const QList<QList<float> > &src) const | |
| 93 | - { | |
| 94 | - cv::Mat dst(src.size(), src[0].size(), CV_32F); | |
| 95 | - for (int i=0; i<src.size(); i++) | |
| 96 | - for (int j=0; j<src[i].size(); j++) | |
| 97 | - dst.at<float>(i, j) = src[i][j]; | |
| 98 | - return dst; | |
| 99 | - } | |
| 100 | - | |
| 101 | - QList<float> matrixToVector(const cv::Mat &m) const | |
| 102 | - { | |
| 103 | - QList<float> results; | |
| 104 | - for (int i=0; i<m.cols; i++) | |
| 105 | - results.append(m.at<float>(0, i)); | |
| 106 | - return results; | |
| 107 | - } | |
| 108 | - | |
| 109 | -}; | |
| 110 | - | |
| 111 | -BR_REGISTER(Transform, ScoreLevelFusionTransform) | |
| 112 | - | |
| 113 | -} // namespace br | |
| 114 | - | |
| 115 | -#include "metadata/scorelevelfusion.moc" | |
| 116 | - |