diff options
author | Willy Sudiarto Raharjo <willysr@slackbuilds.org> | 2016-04-08 05:29:38 +0700 |
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committer | Willy Sudiarto Raharjo <willysr@slackbuilds.org> | 2016-04-10 06:19:28 +0700 |
commit | 89e17f84157d037a603244104f32bc22c2078b11 (patch) | |
tree | 82648f9d3b8f604da3b7b82b71e61d0927f844ec /libraries | |
parent | f5992ac19465a525b4ee73c5e9b8e79bdb8c372a (diff) | |
download | slackbuilds-89e17f84157d037a603244104f32bc22c2078b11.tar.gz |
libraries/libkface: Patched to support OpenCV 3.1.
Signed-off-by: Willy Sudiarto Raharjo <willysr@slackbuilds.org>
Diffstat (limited to 'libraries')
-rw-r--r-- | libraries/libkface/libkface.SlackBuild | 10 | ||||
-rw-r--r-- | libraries/libkface/opencv3.1.patch | 168 | ||||
-rw-r--r-- | libraries/libkface/opencv3.patch (renamed from libraries/libkface/libkface.patch) | 187 |
3 files changed, 299 insertions, 66 deletions
diff --git a/libraries/libkface/libkface.SlackBuild b/libraries/libkface/libkface.SlackBuild index 75f2e66ddc..6f81423cc7 100644 --- a/libraries/libkface/libkface.SlackBuild +++ b/libraries/libkface/libkface.SlackBuild @@ -2,7 +2,7 @@ # Slackware build script for libkface -# Copyright 2015 Willy Sudiarto Raharjo <willysr@slackbuilds.org> +# Copyright 2015-2016 Willy Sudiarto Raharjo <willysr@slackbuilds.org> # All rights reserved. # # Redistribution and use of this script, with or without modification, is @@ -24,7 +24,7 @@ PRGNAM=libkface VERSION=${VERSION:-15.08.3} -BUILD=${BUILD:-1} +BUILD=${BUILD:-2} TAG=${TAG:-_SBo} if [ -z "$ARCH" ]; then @@ -69,9 +69,9 @@ find -L . \ \( -perm 666 -o -perm 664 -o -perm 640 -o -perm 600 -o -perm 444 \ -o -perm 440 -o -perm 400 \) -exec chmod 644 {} \; -# patch to support OpenCV3 -# https://quickgit.kde.org/?p=libkface.git&a=commit&h=a53bcebbfc4e6c42ee73adddc41f8c2f8f8f39c8 -patch -p1 < $CWD/libkface.patch +# patch to support OpenCV 3 and OpenCV 3.1 +patch -p1 < $CWD/opencv3.patch +patch -p1 < $CWD/opencv3.1.patch mkdir -p build cd build diff --git a/libraries/libkface/opencv3.1.patch b/libraries/libkface/opencv3.1.patch new file mode 100644 index 0000000000..fb61812601 --- /dev/null +++ b/libraries/libkface/opencv3.1.patch @@ -0,0 +1,168 @@ +diff --git a/src/recognition-opencv-lbph/facerec_borrowed.h b/src/recognition-opencv-lbph/facerec_borrowed.h +index 27ad77a..f197d22 100644 +--- a/libkface/recognition-opencv-lbph/facerec_borrowed.h ++++ b/libkface/recognition-opencv-lbph/facerec_borrowed.h +@@ -125,6 +125,8 @@ public: + */ + void update(cv::InputArrayOfArrays src, cv::InputArray labels); + ++ ++#if OPENCV_TEST_VERSION(3,1,0) + /** + * Predicts the label of a query image in src. + */ +@@ -134,6 +136,13 @@ public: + * Predicts the label and confidence for a given sample. + */ + void predict(cv::InputArray _src, int &label, double &dist) const; ++#else ++ using cv::face::FaceRecognizer::predict; ++ /* ++ * Predict ++ */ ++ void predict(cv::InputArray src, cv::Ptr<cv::face::PredictCollector> collector, const int state = 0) const override; ++#endif + + /** + * See FaceRecognizer::load(). +diff --git a/src/recognition-opencv-lbph/facerec_borrowed.cpp b/src/recognition-opencv-lbph/facerec_borrowed.cpp +index 748691e..3c37ce2 100644 +--- a/libkface/recognition-opencv-lbph/facerec_borrowed.cpp ++++ b/libkface/recognition-opencv-lbph/facerec_borrowed.cpp +@@ -36,6 +36,8 @@ + * + * ============================================================ */ + ++#define QT_NO_EMIT ++ + #include "facerec_borrowed.h" + + // C++ includes +@@ -375,7 +377,11 @@ void LBPHFaceRecognizer::train(InputArrayOfArrays _in_src, InputArray _inm_label + } + } + ++#if OPENCV_TEST_VERSION(3,1,0) + void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist) const ++#else ++void LBPHFaceRecognizer::predict(cv::InputArray _src, cv::Ptr<cv::face::PredictCollector> collector, const int state) const ++#endif + { + if(m_histograms.empty()) + { +@@ -394,8 +400,12 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + m_grid_y, /* grid size y */ + true /* normed histograms */ + ); ++#if OPENCV_TEST_VERSION(3,1,0) + minDist = DBL_MAX; + minClass = -1; ++#else ++ collector->init((int)m_histograms.size(), state); ++#endif + + // This is the standard method + +@@ -406,11 +416,19 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + { + double dist = compareHist(m_histograms[sampleIdx], query, CV_COMP_CHISQR); + ++#if OPENCV_TEST_VERSION(3,1,0) + if((dist < minDist) && (dist < m_threshold)) + { + minDist = dist; + minClass = m_labels.at<int>((int) sampleIdx); + } ++#else ++ int label = m_labels.at<int>((int) sampleIdx); ++ if (!collector->emit(label, dist, state)) ++ { ++ return; ++ } ++#endif + } + } + +@@ -422,7 +440,7 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + // Create map "label -> vector of distances to all histograms for this label" + std::map<int, std::vector<int> > distancesMap; + +- for(size_t sampleIdx = 0; sampleIdx < m_histograms.size(); sampleIdx++) ++ for(size_t sampleIdx = 0; sampleIdx < m_histograms.size(); sampleIdx++) + { + double dist = compareHist(m_histograms[sampleIdx], query, CV_COMP_CHISQR); + std::vector<int>& distances = distancesMap[m_labels.at<int>((int) sampleIdx)]; +@@ -445,11 +463,18 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + double mean = sum / it->second.size(); + s += QString::fromLatin1("%1: %2 - ").arg(it->first).arg(mean); + ++#if OPENCV_TEST_VERSION(3,1,0) + if((mean < minDist) && (mean < m_threshold)) + { + minDist = mean; + minClass = it->first; + } ++#else ++ if (!collector->emit(it->first, mean, state)) ++ { ++ return; ++ } ++#endif + } + + qCDebug(LIBKFACE_LOG) << s; +@@ -462,7 +487,7 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + // map "label -> number of histograms" + std::map<int, int> countMap; + +- for(size_t sampleIdx = 0; sampleIdx < m_histograms.size(); sampleIdx++) ++ for(size_t sampleIdx = 0; sampleIdx < m_histograms.size(); sampleIdx++) + { + int label = m_labels.at<int>((int) sampleIdx); + double dist = compareHist(m_histograms[sampleIdx], query, CV_COMP_CHISQR); +@@ -480,7 +505,9 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + scoreMap[it->second]++; + } + ++#if OPENCV_TEST_VERSION(3,1,0) + minDist = 0; ++#endif + QString s("Nearest Neighbor score: "); + + for (std::map<int,int>::iterator it = scoreMap.begin(); it != scoreMap.end(); ++it) +@@ -488,17 +515,26 @@ void LBPHFaceRecognizer::predict(InputArray _src, int &minClass, double &minDist + double score = double(it->second) / countMap.at(it->first); + s += QString::fromLatin1("%1/%2 %3 ").arg(it->second).arg(countMap.at(it->first)).arg(score); + ++#if OPENCV_TEST_VERSION(3,1,0) + if (score > minDist) + { + minDist = score; + minClass = it->first; + } ++#else ++ // large is better thus it is -score. ++ if (!collector->emit(it->first, -score, state)) ++ { ++ return; ++ } ++#endif + } + + kDebug() << s; + } + } + ++#if OPENCV_TEST_VERSION(3,1,0) + int LBPHFaceRecognizer::predict(InputArray _src) const + { + int label; +@@ -506,6 +542,7 @@ int LBPHFaceRecognizer::predict(InputArray _src) const + predict(_src, label, dummy); + return label; + } ++#endif + + // Static method ---------------------------------------------------- + + diff --git a/libraries/libkface/libkface.patch b/libraries/libkface/opencv3.patch index dff5711b74..2dfe3b3093 100644 --- a/libraries/libkface/libkface.patch +++ b/libraries/libkface/opencv3.patch @@ -1,16 +1,25 @@ From: Gilles Caulier <caulier.gilles@gmail.com> -Date: Sat, 05 Sep 2015 19:20:22 +0000 -Subject: apply patch #94414 to support OpenCV3 -X-Git-Url: http://quickgit.kde.org/?p=libkface.git&a=commitdiff&h=a53bcebbfc4e6c42ee73adddc41f8c2f8f8f39c8 +Date: Sun, 06 Sep 2015 08:13:52 +0000 +Subject: use same OpenCV logic than digiKam and kipi-plugins +X-Git-Url: http://quickgit.kde.org/?p=libkface.git&a=commitdiff&h=dc62c0e0ea55d189d918501cce4d92f4198a1a0c --- -apply patch #94414 to support OpenCV3 +use same OpenCV logic than digiKam and kipi-plugins CCBUGS: 349601 --- --- a/CMakeLists.txt +++ b/CMakeLists.txt -@@ -9,6 +9,8 @@ +@@ -1,13 +1,16 @@ + # +-# Copyright (c) 2010-2014, Gilles Caulier, <caulier dot gilles at gmail dot com> ++# Copyright (c) 2010-2015, Gilles Caulier, <caulier dot gilles at gmail dot com> + # + # Redistribution and use is allowed according to the terms of the BSD license. + # For details see the accompanying COPYING-CMAKE-SCRIPTS file. + ++cmake_minimum_required(VERSION 2.8.9) + project(libkface) message(STATUS "----------------------------------------------------------------------------------") message(STATUS "Starting CMake configuration for: libkface") @@ -19,20 +28,48 @@ CCBUGS: 349601 find_package(Qt4 4.6.0 REQUIRED) find_package(KDE4 REQUIRED) -@@ -30,7 +32,12 @@ +@@ -29,7 +32,26 @@ set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} ${CMAKE_CURRENT_SOURCE_DIR}/cmake/modules) include(MacroOpenCV) -DETECT_OPENCV(2.4.9 core highgui objdetect contrib legacy imgproc) + -+if (ENABLE_OPENCV3) ++if(ENABLE_OPENCV3) ++ + DETECT_OPENCV(3.0.0 core face highgui objdetect imgproc) ++ ++ if(${OpenCV_FOUND} AND ${OpenCV_VERSION} VERSION_LESS 3.0.0) ++ message(STATUS "ENABLE_OPENCV3 option is enabled and OpenCV < 3.0.0 have been found. Disabled ENABLE_OPENCV3") ++ set(OpenCV_FOUND FALSE) ++ endif() ++ +else() ++ + DETECT_OPENCV(2.4.9 core highgui objdetect contrib legacy imgproc) ++ ++ if(${OpenCV_FOUND} AND ${OpenCV_VERSION} VERSION_GREATER 2.4.99) ++ message(STATUS "ENABLE_OPENCV3 option is disabled and OpenCV >= 3.0.0 have been found. Enabled ENABLE_OPENCV3") ++ set(OpenCV_FOUND FALSE) ++ endif() ++ +endif() include_directories(${OpenCV_INCLUDE_DIRS}) +@@ -48,11 +70,12 @@ + # 3.3.0 => 2.0.0 (Added a "simple" training method using image data directly for a single image) + # 3.4.0 => 2.0.0 (Added a "simple" training method using image data directly for an image list) + # 3.5.0 => 3.0.0 (Added d private internal container to reduce binary uncompatibility with Identity class) ++ # 3.5.1 => 3.0.0 (Added OpenCV3 support) + + # Library API version + set(KFACE_LIB_MAJOR_VERSION "3") + set(KFACE_LIB_MINOR_VERSION "5") +- set(KFACE_LIB_PATCH_VERSION "0") ++ set(KFACE_LIB_PATCH_VERSION "1") + + # Suffix to add at end of version string. Usual values are: + # "-git" : alpha code unstable from git. Do not use in production --- a/README +++ b/README @@ -59,6 +96,18 @@ CCBUGS: 349601 # Redistribution and use is allowed according to the terms of the BSD license. # For details see the accompanying COPYING-CMAKE-SCRIPTS file. +--- a/libkface/alignment-congealing/funnelreal.cpp ++++ b/libkface/alignment-congealing/funnelreal.cpp +@@ -426,7 +426,7 @@ + + for(int k=0; k<numParams; k++) + { +- float dn = ((rand()%160)-80)/100.0f; ++ float dn = ((qrand()%160)-80)/100.0f; + if(k>1) + { + dn /= 100.0f; + --- a/libkface/detection/opencvfacedetector.cpp +++ b/libkface/detection/opencvfacedetector.cpp @@ -18,7 +18,7 @@ @@ -74,7 +123,7 @@ CCBUGS: 349601 cv::Size getOriginalWindowSize() const { -+#if OPENCV_VERSION <= OPENCV_MAKE_VERSION(2,4,11) ++#if OPENCV_VERSION <= OPENCV_MAKE_VERSION(2,4,99) // This is a HACK which may break any time. Work around the fact that getOriginalWindowSize() // always returns (0,0) and we need these values. if (oldCascade) @@ -122,24 +171,27 @@ CCBUGS: 349601 #endif // OpenCV includes -@@ -51,23 +51,30 @@ +@@ -49,25 +49,32 @@ + + #define OPENCV_MAKE_VERSION(major,minor,patch) (((major) << 16) | ((minor) << 8) | (patch)) #define OPENCV_VERSION OPENCV_MAKE_VERSION(CV_MAJOR_VERSION,CV_MINOR_VERSION,CV_SUBMINOR_VERSION) - #define OPENCV_TEST_VERSION(major,minor,patch) ( OPENCV_VERSION >= OPENCV_MAKE_VERSION(major,minor,patch) ) +-#define OPENCV_TEST_VERSION(major,minor,patch) ( OPENCV_VERSION >= OPENCV_MAKE_VERSION(major,minor,patch) ) ++#define OPENCV_TEST_VERSION(major,minor,patch) ( OPENCV_VERSION < OPENCV_MAKE_VERSION(major,minor,patch) ) -#include <opencv2/core/core.hpp> -#include <opencv2/core/internal.hpp> -#include <opencv2/contrib/contrib.hpp> +#if OPENCV_TEST_VERSION(3,0,0) -+# include <opencv2/face.hpp> -+# include <opencv2/core.hpp> -+#else +# include <opencv2/core/core.hpp> +# include <opencv2/core/internal.hpp> +# include <opencv2/contrib/contrib.hpp> ++#else ++# include <opencv2/face.hpp> ++# include <opencv2/core.hpp> +#endif // for old-style code -+#if OPENCV_VERSION <= OPENCV_MAKE_VERSION(2,4,11) ++#if OPENCV_VERSION <= OPENCV_MAKE_VERSION(2,4,99) +# include <opencv2/legacy/compat.hpp> +#endif #include <opencv2/opencv.hpp> @@ -175,7 +227,7 @@ CCBUGS: 349601 - obj.info()->addParam(obj, "histograms", obj.m_histograms); // modification: Make Read/Write - obj.info()->addParam(obj, "labels", obj.m_labels); // modification: Make Read/Write - obj.info()->addParam(obj, "statistic", obj.m_statisticsMode)); // modification: Add parameter -+#if OPENCV_VERSION <= OPENCV_MAKE_VERSION(2,4,11) ++#if OPENCV_VERSION <= OPENCV_MAKE_VERSION(2,4,99) + CV_INIT_ALGORITHM(LBPHFaceRecognizer, "FaceRecognizer.LBPH-KFaceIface", + obj.info()->addParam(obj, "radius", obj.m_radius); + obj.info()->addParam(obj, "neighbors", obj.m_neighbors); @@ -197,9 +249,9 @@ CCBUGS: 349601 { +#if OPENCV_TEST_VERSION(3,0,0) -+class LBPHFaceRecognizer : public cv::face::FaceRecognizer -+#else class LBPHFaceRecognizer : public cv::FaceRecognizer ++#else ++class LBPHFaceRecognizer : public cv::face::FaceRecognizer +#endif { public: @@ -209,21 +261,31 @@ CCBUGS: 349601 ~LBPHFaceRecognizer() {} +#if OPENCV_TEST_VERSION(3,0,0) -+ using cv::face::FaceRecognizer::save; -+ using cv::face::FaceRecognizer::load; -+#else using cv::FaceRecognizer::save; using cv::FaceRecognizer::load; ++#else ++ using cv::face::FaceRecognizer::save; ++ using cv::face::FaceRecognizer::load; +#endif static cv::Ptr<LBPHFaceRecognizer> create(int radius=1, int neighbors=8, int grid_x=8, int grid_y=8, double threshold = DBL_MAX, PredictionStatistics statistics = NearestNeighbor); -@@ -139,6 +148,34 @@ +@@ -139,6 +148,8 @@ /** * Getter functions. */ +#if OPENCV_TEST_VERSION(3,0,0) + + int neighbors() const { return m_neighbors; } + int radius() const { return m_radius; } + int grid_x() const { return m_grid_x; } +@@ -146,6 +157,34 @@ + + // NOTE: Implementation done through CV_INIT_ALGORITHM macro from OpenCV. + cv::AlgorithmInfo* info() const; ++ ++#else ++ + int getNeighbors() const { return m_neighbors; } + void setNeighbors(int _neighbors) { m_neighbors = _neighbors; } + @@ -248,16 +310,6 @@ CCBUGS: 349601 + void setStatistic(int _statistic) { m_statisticsMode = _statistic; } + int getStatistic() const { return m_statisticsMode; } + -+#else -+ - int neighbors() const { return m_neighbors; } - int radius() const { return m_radius; } - int grid_x() const { return m_grid_x; } -@@ -146,6 +183,8 @@ - - // NOTE: Implementation done through CV_INIT_ALGORITHM macro from OpenCV. - cv::AlgorithmInfo* info() const; -+ +#endif private: @@ -270,9 +322,9 @@ CCBUGS: 349601 databaseId(0) { +#if OPENCV_TEST_VERSION(3,0,0) -+ ptr()->setThreshold(100.0); -+#else ptr()->set("threshold", 100.0); ++#else ++ ptr()->setThreshold(100.0); +#endif } @@ -282,11 +334,11 @@ CCBUGS: 349601 const LBPHFaceRecognizer* LBPHFaceModel::ptr() const { +#if OPENCV_TEST_VERSION(3,0,0) -+ const LBPHFaceRecognizer* const ptr = cv::Ptr<LBPHFaceRecognizer>::operator KFaceIface::LBPHFaceRecognizer*(); -+#else const LBPHFaceRecognizer* const ptr = cv::Ptr<LBPHFaceRecognizer>::operator const KFaceIface::LBPHFaceRecognizer*(); - - if (!ptr) ++#else ++ const LBPHFaceRecognizer* const ptr = cv::Ptr<LBPHFaceRecognizer>::operator KFaceIface::LBPHFaceRecognizer*(); +#endif + + if (!ptr) @@ -298,81 +350,81 @@ CCBUGS: 349601 int LBPHFaceModel::radius() const { +#if OPENCV_TEST_VERSION(3,0,0) -+ return ptr()->getRadius(); -+#else return ptr()->get<int>("radius"); ++#else ++ return ptr()->getRadius(); +#endif } void LBPHFaceModel::setRadius(int radius) { +#if OPENCV_TEST_VERSION(3,0,0) -+ ptr()->setRadius(radius); -+#else ptr()->set("radius", radius); ++#else ++ ptr()->setRadius(radius); +#endif } int LBPHFaceModel::neighbors() const { +#if OPENCV_TEST_VERSION(3,0,0) -+ return ptr()->getNeighbors(); -+#else return ptr()->get<int>("neighbors"); ++#else ++ return ptr()->getNeighbors(); +#endif } void LBPHFaceModel::setNeighbors(int neighbors) { +#if OPENCV_TEST_VERSION(3,0,0) -+ ptr()->setNeighbors(neighbors); -+#else ptr()->set("neighbors", neighbors); ++#else ++ ptr()->setNeighbors(neighbors); +#endif } int LBPHFaceModel::gridX() const { +#if OPENCV_TEST_VERSION(3,0,0) -+ return ptr()->getGrid_x(); -+#else return ptr()->get<int>("grid_x"); ++#else ++ return ptr()->getGrid_x(); +#endif } void LBPHFaceModel::setGridX(int grid_x) { +#if OPENCV_TEST_VERSION(3,0,0) -+ ptr()->setGrid_x(grid_x); -+#else ptr()->set("grid_x", grid_x); ++#else ++ ptr()->setGrid_x(grid_x); +#endif } int LBPHFaceModel::gridY() const { +#if OPENCV_TEST_VERSION(3,0,0) -+ return ptr()->getGrid_y(); -+#else return ptr()->get<int>("grid_y"); ++#else ++ return ptr()->getGrid_y(); +#endif } void LBPHFaceModel::setGridY(int grid_y) { +#if OPENCV_TEST_VERSION(3,0,0) -+ ptr()->setGrid_y(grid_y); -+#else ptr()->set("grid_y", grid_y); ++#else ++ ptr()->setGrid_y(grid_y); +#endif } OpenCVMatData LBPHFaceModel::histogramData(int index) const { +#if OPENCV_TEST_VERSION(3,0,0) -+ return OpenCVMatData(ptr()->getHistograms().at(index)); -+#else return OpenCVMatData(ptr()->get<std::vector<cv::Mat> >("histograms").at(index)); ++#else ++ return OpenCVMatData(ptr()->getHistograms().at(index)); +#endif } @@ -382,23 +434,23 @@ CCBUGS: 349601 } +#if OPENCV_TEST_VERSION(3,0,0) -+ std::vector<cv::Mat> currentHistograms = ptr()->getHistograms(); -+ cv::Mat currentLabels = ptr()->getLabels(); -+#else std::vector<cv::Mat> currentHistograms = ptr()->get<std::vector<cv::Mat> >("histograms"); cv::Mat currentLabels = ptr()->get<cv::Mat>("labels"); ++#else ++ std::vector<cv::Mat> currentHistograms = ptr()->getHistograms(); ++ cv::Mat currentLabels = ptr()->getLabels(); +#endif + currentHistograms.insert(currentHistograms.end(), newHistograms.begin(), newHistograms.end()); currentLabels.push_back(newLabels); + +#if OPENCV_TEST_VERSION(3,0,0) -+ ptr()->setHistograms(currentHistograms); -+ ptr()->setLabels(currentLabels); -+#else ptr()->set("histograms", currentHistograms); - ptr()->set("labels", currentLabels); + ptr()->set("labels", currentLabels); ++#else ++ ptr()->setHistograms(currentHistograms); ++ ptr()->setLabels(currentLabels); +#endif /* @@ -408,11 +460,24 @@ CCBUGS: 349601 // Update local information // We assume new labels are simply appended +#if OPENCV_TEST_VERSION(3,0,0) -+ cv::Mat currentLabels = ptr()->getLabels(); -+#else cv::Mat currentLabels = ptr()->get<cv::Mat>("labels"); ++#else ++ cv::Mat currentLabels = ptr()->getLabels(); +#endif for (int i = m_histogramMetadata.size() ; i < currentLabels.rows ; i++) { +--- a/tests/preprocess.cpp ++++ b/tests/preprocess.cpp +@@ -93,7 +93,7 @@ + // Draw images side-by-side for later display + QSize size(left.cols, left.rows); + size.scale(uiSize, uiSize, Qt::KeepAspectRatio); +- cv::Size scaleSize(size.height(), size.width()); ++ cv::Size scaleSize(size.width(), size.height()); + + const int top = currentRow*uiSize; + cv::Mat scaledLeft, scaledRight; + + |