File indexing completed on 2025-01-19 03:55:50
0001 /* ============================================================ 0002 * 0003 * This file is a part of digiKam project 0004 * https://www.digikam.org 0005 * 0006 * Date : 25/08/2013 0007 * Description : Image Quality Calculor 0008 * 0009 * SPDX-FileCopyrightText: 2013-2024 by Gilles Caulier <caulier dot gilles at gmail dot com> 0010 * SPDX-FileCopyrightText: 2021-2022 by Phuoc Khanh Le <phuockhanhnk94 at gmail dot com> 0011 * 0012 * SPDX-License-Identifier: GPL-2.0-or-later 0013 * 0014 * ============================================================ */ 0015 0016 #include "imagequalitycalculator.h" 0017 0018 // Qt includes 0019 0020 #include <QRecursiveMutex> 0021 0022 namespace Digikam 0023 { 0024 0025 class Q_DECL_HIDDEN ImageQualityCalculator::Private 0026 { 0027 public: 0028 0029 explicit Private() 0030 : threshold_punish(0.9), 0031 weight_punish (20.0) 0032 { 0033 } 0034 0035 float threshold_punish; 0036 float weight_punish; 0037 0038 QRecursiveMutex mutex; 0039 0040 QList<ResultDetection> detectionResults; 0041 }; 0042 0043 ImageQualityCalculator::ImageQualityCalculator() 0044 : d(new Private) 0045 { 0046 d->detectionResults = QList<ResultDetection>(); 0047 } 0048 0049 ImageQualityCalculator::~ImageQualityCalculator() 0050 { 0051 delete d; 0052 } 0053 0054 void ImageQualityCalculator::addDetectionResult(const QString& name, 0055 const float score, 0056 const float weight) const 0057 { 0058 ResultDetection result; 0059 0060 result.detetionType = name; 0061 result.weight = weight; 0062 result.score = score; 0063 0064 QMutexLocker locker(&d->mutex); 0065 0066 d->detectionResults.append(result); 0067 } 0068 0069 void ImageQualityCalculator::normalizeWeight() const 0070 { 0071 float sum = 0.0F; 0072 0073 for (const auto& result : d->detectionResults) 0074 { 0075 sum += result.weight; 0076 } 0077 0078 for (auto& result : d->detectionResults) 0079 { 0080 result.weight /= sum; 0081 } 0082 } 0083 0084 float ImageQualityCalculator::calculateQuality() const 0085 { 0086 QMutexLocker locker(&d->mutex); 0087 0088 if (!numberDetectors()) 0089 { 0090 return (-1.0F); 0091 } 0092 0093 adjustWeightByQualityLevel(); 0094 0095 normalizeWeight(); 0096 0097 float damage = 0.0F; 0098 0099 for (const auto& result : d->detectionResults) 0100 { 0101 damage += result.score * result.weight; 0102 } 0103 0104 return ((1.0F - damage) * 100.0F); 0105 } 0106 0107 int ImageQualityCalculator::numberDetectors() const 0108 { 0109 return d->detectionResults.count(); 0110 } 0111 0112 void ImageQualityCalculator::adjustWeightByQualityLevel() const 0113 { 0114 for (auto& result : d->detectionResults) 0115 { 0116 if (result.score > d->threshold_punish) 0117 { 0118 result.weight *= d->weight_punish; 0119 } 0120 } 0121 } 0122 0123 } // namespace Digikam