RESEARCH
Publications
Publications of Dr. S. Esen Yüksel
 
TypeInternational publicationNational publicationTotal
Journal paper32234
Conference paper521365
Book chapter11
Book22
Other11
Total:87160103
 
# Title Publication Author(s) Type Indexed in SCI, SSCI, AHCI or EI? Year
1Enhancing Hyperspectral Image Synthesis via the Spectral Super-resolution Post-Processing NetworkIGARSSDamla Akcaoglu, Erkut Erdem, S. E. Yüksel, Aykut ErdemConference paper-October
2025
2HSDSSM: A Hybrid Spectral Denoising State-Space Model for Hyperspectral ImagesIGARSSTolga Özdemir, Erkut Erdem, Orhan Torun, S. E. Yüksel, Aykut ErdemConference paper-October
2025
3Automated Classification of Chest X-rays: A Deep Learning Approach with Attention MechanismsBMC Medical ImagingBurcu Oltu, Selda Güney, S. E. Yüksel, Berna DengizJournal paperYesMarch
2025
4Multi-scale superpixel-based nearest subspace classifier for mucilage detection from hyperspectral PRISMA dataDigital Signal ProcessingK. G. Toker, S. E. YükselJournal paperYesNovember
2024
5DETECTION AND TRACKING OF MUCILAGE PHENOMENON IN THE SEA OF MARMARA BY REMOTE SENSING IMAGESEcological Changes in the Sea of MarmaraS. Küçük, Bahri Abacı, Murat Dede, S. E. Yüksel, Mete YılmazBook-September
2024
6Integrating Visible Light for Enhanced Thermal Imaging: Parameterized Scene-Based Non-Uniformity CorrectionIEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)B. Abaci, S. E. YükselConference paper-September
2024
7Shadow-aware terrain classification: advancing hyperspectral image sensing through generative adversarial networks and correlated sample synthesisJournal of Applied Remote SensingA. G. Peker, S. E. Yüksel, R. G. Cinbis, Y. Y. ÇetinJournal paperYesSeptember
2024
8Target Detection with LWIR Hyperspectral Scene Transfer Based on Deep LearningIEEE IGARSSM. Yalçın, S. E. Yüksel, A. KozConference paper-July
2024
9Self-Supervised Calibration of the Denoising Networks for HSIIEEE IGARSSO. Torun, S. E. Yüksel, E. Erdem, A. ErdemConference paper-July
2024
10Marmara Denizi’ndeki Müsilaj Oluşumlarının PRISMA Uydusundan TespitiIEEE SIUK. G. Toker, S. E. YükselConference paper-May
2024
11Automated blood volume estimation in surgical drains for clinical decision supportEuropean Review for Medical and Pharmacological SciencesA. A. Sahin, M. A. Sahin, M. E. Yuksel, S. E. YükselJournal paperNoJanuary
2024
12A Two-Stream Deep Model for Automated ICD-9 Code Prediction in an Intensive Care UnitHeliyonM. Arda Ayden, Mehmet Eren Yüksel, S. E. YükselJournal paperYesJanuary
2024
13Classification of Solid Waste using Computer Vision TechniquesIEEE Signal Processing Algorithms, Architectures, Arrangements and Applications (SPA)Burak Akdemir, S. E. YükselConference paper-October
2023
14Plankton Classification with Deep LearningIEEE Signal Processing Algorithms, Architectures, Arrangements and Applications (SPA)Betül Sömek, S. E. YükselConference paper-October
2023
15Hyperspectral Image Denoising via Self-Modulating Convolutional Neural NetworksSignal ProcessingOrhan Torun, S. E. Yüksel, Erkut Erdem, Nevrez İmamoğlu, Aykut ErdemJournal paperYesSeptember
2023
16Solder joint inspection on printed circuit boards: A survey and a datasetIEEE Transactions on Instrumentation and Measurement549, S. E. Yüksel, A. Yılmaz, D. GökcenJournal paperYesJuly
2023
17Fine-grained Classification of Solder Joints with alpha-skew Jensen-Shannon DivergenceIEEE Transactions on Components, Packaging and Manufacturing Technology549, S. E. Yüksel, A. Yılmaz, D. GökcenJournal paperYesMarch
2023
18Multi-source Domain Adaptation of GPR Data for IED DetectionSignal, Image and Video ProcessingM. Oturak, S. E. Yüksel, S. KüçükJournal paperYesFebruary
2023
19Mobile Device Camera Calibration Using Building Images and Onboard AccelerometerIEEE Transactions on Instrumentation and MeasurementOkay Arık, S. E. YükselJournal paperYesNovember
2022
20Target Detection over Temperature ProfilesIGARSSİlke Belenoğlu, Metehan Yalçın, S. E. Yüksel, Alper KozConference paper-July
2022
21Defect Classification from Electronic Card Images by Deep LearningIEEE Signal Processing and Communications Applications Conference (SIU)M. Eryılmaz, M. Çil, S. R. Aktürk, M. Tileği, A. Yılmaz, S. E. Yüksel, D. GökçenConference paper-June
2022
22Analysis and Detection of Mucilage Bloom from Multispectral Satellite ImagesIEEE Signal Processing and Communications Applications Conference (SIU)S. Küçük, Bahri Abacı, Murat Dede, S. E. Yüksel, Mete YılmazConference paper-June
2022
23Threat detection in x-ray baggage security imagery using convolutional neural networksAnomaly Detection and Imaging with X-Rays (ADIX) VIIElif Erarslan Altindag, S. E. YükselConference paper-June
2022
24Mucilage detection from hyperspectral and multispectral satellite dataAlgorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXVIIIMurat Dede, Bahri Abacı, S. E. Yüksel, Mete YılmazConference paper-June
2022
25Defect Classification from Electronic Card Images by Deep Learning2020 28th Signal Processing and Communications Applications Conference (SIU)M. Eryılmaz, Metehan Çil, Sedat Aktürk, Mehmet Tileği, Hakan Tırak, A. Yılmaz, S. E. Yüksel, D. GökcenConference paper-May
2022
26Spectral-Spatial Nearest Subspace Classifier for Hyperspectral Image ClassificationInternational Journal of Remote SensingKemal Gürkan Toker, S. E. YükselJournal paperYesMay
2022
27Camera Calibration Using CatenaryIEEE Sensors JournalOkay Arık, S. E. YükselJournal paperYesFebruary
2022
28Pointwise Mutual Information based Graph Laplacian Regularized Sparse UnmixingIEEE Geoscience and Remote Sensing LettersS. Küçük, S. E. YükselJournal paperYesFebruary
2022
29An in-depth analysis of hyperspectral target detection with shadow compensation via LiDARSignal Processing: Image CommunicationEmrah Oduncu, S. E. YükselJournal paperYesNovember
2021
30Anomaly Detection for Solder Joints Using β-VAEIEEE Transactions on Components, Packaging and Manufacturing TechnologyFurkan Ulger, S. E. Yüksel, A. YılmazJournal paperYesOctober
2021
31Unsupervised Segmentation of LiDAR Fused Hyperspectral Imagery Using Pointwise Mutual InformationInternational Journal of Remote SensingOrhan Torun, S. E. YükselJournal paperYesAugust
2021
32Total Utility Metric based Dictionary Pruning for Sparse Hyperspectral UnmixingIEEE Transactions on Computational ImagingS. Küçük, S. E. YükselJournal paperYesMay
2021
33El Yapımı Patlayıcıların ve Patlayıcı Maddelerin Tespitinde Kullanılan Spektroskopi Tabanlı Yöntemlerin Karşılaştırılmasına İlişkin Bir İncelemeSavunma Bilimleri DergisiS. E. Yüksel, S. Küçük, Vedat Tekeli, Birol Kılıç, R. Hamza Karakaya, M. Berkay ZekaJournal paperNoMay
2021
34Deep Learning for Medicine and Remote Sensing: A Brief ReviewInternational Journal of Environment and GeoinformaticsMehmet Eren Yuksel, S. Küçük, S. E. Yüksel, Erkut ErdemJournal paperNoDecember
2020
35Utility Metric for Subset Dictionary Selection in Semi-Blind Hyperspectral UnmixingIEEE Signal Processing and Communications Applications Conference (SIU)S. Küçük, S. E. YükselConference paper-October
2020
36Unmixing of Hyperspectral Data Using Spectral LibrariesInternational Journal of Environment and GeoinformaticsS. Küçük, S. E. YükselJournal paperNoApril
2020
37Transfer Learning on GPR Data for IED Detection in Various EnvironmentsSPIE Security + Defence International SymposiumS. E. Yüksel, Mehmet Oturak, K. G. TokerConference paper-September
2019
38Deep canonical correlation analysis for hyperspectral image classificationSPIE Remote SensingK. G. Toker, S. E. YükselConference paper-September
2019
39A Standalone Open-Source System for Optical Inspection of Printed Circuit BoardsIEEE SPA 2019Furkan Ülger, S. E. YükselConference paper-September
2019
40Spektral Kütüphaneler Kullanarak Hiperspektral Verilerin Seyrek Ayrıştırılması10. Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği Teknik Sempozyumu (TUFUAB)S. Küçük, S. E. YükselConference paper-April
2019
41DEEP LEARNING IN REMOTE SENSING10. Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği (TUFUAB) Teknik Sempozyumu (TUFUAB)M. Eren Yüksel, M. Erkut Erdem, S. E. YükselConference paper-April
2019
42ACCESSIBLE AND AUTOMATIZED RECYCLING SYSTEM USING COMPUTER VISION TECHNIQUES10. Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği (TUFUAB) Teknik Sempozyumu (TUFUAB)Burak Akdemir, S. E. YükselConference paper-April
2019
43Transfer and multitask learning using convolutional neural networks for buried wire detection from ground penetrating radar dataSPIE Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV ConferenceEnver Aydın, S. E. YükselConference paper-April
2019
44Fully-Connected Semantic Segmentation of Hyperspectral and LiDAR DataIET Computer VisionHakan Aytaylan, S. E. YükselJournal paperYesApril
2019
45Image Fusion for Hyperspectral Image Super-Resolution9th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (Whispers)Hasan Irmak, Gozde Bozdagi Akar, S. E. YükselConference paper-September
2018
46An Investigation of the Effect of Neighboring Objects to Shadow Areas on Real Data based on the Physical Radiance ModelJournal of the Faculty of Engineering and Architecture of Gazi UniversityEmrah Oduncu, S. E. YükselJournal paperYesSeptember
2018
47A MAP-Based Approach for Hyperspectral Imagery Super-resolutionIEEE Transactions on Image ProcessingHasan Irmak, Gözde Bozdağı Akar, S. E. YükselJournal paperYesJune
2018
48Transfer and Multitask Learning Method for Buried Wire Detection via GPRIEEE Signal Processing and Communications Applications Conference (SIU)Enver Aydın, S. E. YükselConference paper-May
2018
49Fusion of hyperspectral image and LiDAR data and classification using deep convolutional neural networksIEEE Signal Processing and Communications Applications Conference (SIU)Mesut Salman, S. E. YükselConference paper-May
2018
50A Greedy Algorithm for Sparse UnmixingSİUK. G. Toker, S. E. YükselConference paper-May
2018
51The Effect of the LiDAR Sensor on the Success of the Shadow Detection from Hyperspectral DataPamukkale Üniversitesi Muhendislik Bilimleri DergisiS. E. Yüksel, Mustafa BoyacıJournal paperNoMay
2018
52Buried target detection with ground penetrating radar using deep learning methodSIU 2017Enver Aydin, S. E. YükselConference paper-May
2017
53Fusion based resolution enhancement in hyperspectral imagesSIU 2017Hasan Irmak, Gozde Bozdagi Akar, S. E. YükselConference paper-May
2017
54LiDAR aided hyperspectral images segmentation using schroedinger eigenmapsSIU 2017Orhan Torun, S. E. YükselConference paper-May
2017
55Hyperspectral Unmixing via Convolutional Neural NetworkInternational Workshop on Mathematical Methods in EngineeringK. G. Toker, S. E. YükselConference paper-April
2017
56Fusion of Target Detection Algorithms in Hyperspectral ImagesInternational Journal of Intelligent Systems and Applications in EngineeringS. E. Yüksel, Ahmet KarakayaJournal paperNoDecember
2016
57SPICEE: An Extension to SPICE for Sparse Endmember Estimation in Hyperspectral ImageryIEEE Geoscience and Remote Sensing LettersS. E. Yüksel, S. Küçük, Paul GaderJournal paperYesDecember
2016
58Using k-way Normalized Cuts to Integrate LiDAR and Hyperspectral Imagery for SegmentationHyperspectral Imaging and Sounding of the Environment (HISE)Orhan Torun, S. E. YükselConference paper-November
2016
59Validation of Registration for Renal Dynamic Contrast Enhanced MRI ImagingInternational Journal of Intelligent Systems and Applications in EngineeringS. E. YükselJournal paperNoAugust
2016
60Context-based Classification Using a Mixture of Hidden Markov Models with Applications in Landmine DetectionIET Computer VisionS. E. Yüksel, Paul GaderJournal paperYesAugust
2016
61SEMANTIC SEGMENTATION OF HYPERSPECTRAL IMAGES WITH THE FUSION OF LIDAR DATAIEEE International Geoscience and Remote Sensing Symposium (IGARSS)Hakan Aytaylan, S. E. YükselConference paper-July
2016
62SUPER-RESOLUTION RECONSTRUCTION OF HYPERSPECTRAL IMAGES VIA AN IMPROVED MAP-BASED APPROACHIEEE International Geoscience and Remote Sensing Symposium (IGARSS)Hasan Irmak, Gözde B. Akar, S. E. YükselConference paper-July
2016
63Hyperspectral image classification via Support Vector Data Description (Destek Vektör Veri Tanımı ile Hiperspektral Görüntü Sınıflandırma)IEEE Signal Processing and Communications Applications Conference (SIU)H. E. Mutlu, S. E. YükselConference paper-May
2016
64Hyperspectral imagery superresolution (Hiperspektral Görüntülerde Süperçözünürlük)IEEE Signal Processing and Communications Applications Conference (SIU)Hasan Irmak, Gözde B. Akar, S. E. YükselConference paper-May
2016
65Target detection in hyperspectral images (Hiperspektral Görüntülerde Hedef Tespiti )IEEE 23rd Signal Processing and Communications Applications Conference (SIU)Ahmet Karakaya, S. E. YükselConference paper-May
2016
66Analyzing the correlation of sky-view factor and shadow regions in hyperspectral data (Hiperspektral Verilerdeki Gölge Alanların Gökyüzü Açıklığı ile İlintisinin İncelenmesi)IEEE Signal Processing and Communications Applications Conference (SIU)Emrah Oduncu, S. E. YükselConference paper-May
2016
67Hyperspectral data classification using deep convolutional neural networks (Hiperspektral Verilerin Derin Konvolüsyonel Sinir Ağlarıyla Sınıflandırılması)IEEE Signal Processing and Communications Applications Conference (SIU)Mesut Salman, S. E. YükselConference paper-May
2016
68Hyperspectral image segmentation using normalized cuts (Düzgelenmiş Kesit Kullanarak Hiperspektral Görüntülerin Bölütlenmesi)IEEE Signal Processing and Communications Applications Conference (SIU)Orhan Torun, S. E. YükselConference paper-May
2016
69Fusion of KLMS and Blob Based Pre-Screener for Buried Landmine Detection Using Ground Penetrating RadarSPIE Defense and Security: Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIB. Baydar, G.B. Akar, S. E. Yüksel, S. OzturkConference paper-April
2016
70Hacettepe Üniversitesi'nde Uzaktan Algılama ÇalışmalarıElektrik MühendisliğiS. E. Yüksel, S. Küçük, Erdinc Gunes, Mustafa Boyaci, K. G. TokerOther-July
2015
71Multiple-Instance Hidden Markov Models With Applications to Landmine DetectionIEEE Transactions on Geoscience and Remote SensingS. E. Yüksel, Jeremy Bolton, Paul GaderJournal paperYesJune
2015
72Comparison of Rx-Based Anomaly Detectors on Synthetic and Real Hyperspectral DataIEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)S. Küçük, S. E. YükselConference paper-June
2015
73A MAP-BASED APPROACH TO RESOLUTION ENHANCEMENT OF HYPERSPECTRAL IMAGESIEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)H. Irmak, G. B. Akar, S. E. YükselConference paper-June
2015
74Accelerating Classification Time in Hyperspectral Images (Hiperspektral Görüntülerde Sınıflandırma Hızının İyileştirilmesi)IEEE 23rd Signal Processing and Communications Applications Conference (SIU)K. G. Toker, S. E. YükselConference paper-May
2015
75Aircraft Recognition from Satellite ImagesIEEE Signal Processing and Communications Applications Conference (SIU)M. Oturak, S. E. YükselConference paper-May
2015
76LWIR and MWIR images dimension reduction and anomaly detection with locally linear embedding (LWIR ve MWIR Görüntülerde Yerel Doğrusal Gömme ile Boyut Azaltma ve Anomali Tespiti)IEEE Signal Processing and Communications Applications Conference (SIU)A.S. Aydogdu, S. E. Yüksel, L. Ozparlak, P. U. HatipogluConference paper-May
2015
77Locating the shadow regions in LIDAR data: results on the SHARE 2012 datasetSPIE Defense and Security: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIMustafa Boyaci, S. E. YükselConference paper-April
2015
78Effect of endmember clustering on proportion estimation: results on the Share 2012 datasetSPIE Defense and Security: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIErdinc Gunes, S. E. YükselConference paper-April
2015
79Fusion of forward-looking infrared camera and down-looking ground penetrating radar for buried target detectionSPIE Defense and Security: Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXS. E. Yüksel, Gözde B. Akar, S. ÖztürkConference paper-April
2015
80Hiperspektral Görüntülerde Son Eleman Tespiti7. Savunma Teknolojileri Kongresi (SAVTEK)S. Küçük, S. E. YükselConference paper-June
2014
81Endmember Detection using Enhanced Constrained Optimization in Hyperspectral Imaging (Hiperspektral Görüntülerde Son Elemanların Geliştirilmiş Kısıtlı Optimizasyonla Bulunması)IEEE 22. Sinyal İşleme ve İletişim Uygulamaları KurultayıS. E. YükselConference paper-April
2014
82Differential Reflection Spectroscopy: A Novel Method for Explosive DetectionActa Physica Polonica AS. E. Yüksel, T. Dubroca, R.E. Hummel, P.D. GaderJournal paperYesFebruary
2013
83Landmine Detection With Multiple Instance Hidden Markov ModelsIEEE International Workshop on Machine Learning For Signal Processing (MLSP)S. E. Yüksel, J. Bolton, P. GaderConference paper-September
2012
84Twenty Years of Mixture of ExpertsIEEE Transactions on Neural Networks and Learning SystemsS. E. Yüksel, Joseph N. Wilson, Paul D. GaderJournal paperYesAugust
2012
85Mixture of HMM Experts with Applications to Landmine DetectionIEEE International Geoscience and Remote Sensing Symposium (IGARSS)S. E. Yüksel, P. GaderConference paper-July
2012
86An automatic detection software for differential reflection spectroscopySPIE Defense, Security, and Sensing: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral ImageryS. E. Yüksel, T. Dubroca, R. Hummel, P. GaderConference paper-May
2012
87Context-based classification with applications in landmine detectionLambert Academic PublishingS. E. YükselBook-March
2012
88Spectral Analysis for the Detection of Explosives with Differential ReflectometryGrace Hopper Conference (GHC)S. E. Yüksel, T. Dubroca, R. Hummel, P. GaderConference paper-October
2011
89Sub-pixel Target Spectra Estimation and Detection Using Functions of Multiple InstancesIEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)A. Zare, P. Gader, J. Bolton, S. E. Yüksel, T. Dubroca, R. Close, R. HummelConference paper-June
2011
90Engineering Education for the Net Generation: A Case Study of How Students Use Resources in Software EngineeringInternational Engineering Education Conference (IEEC)S. E. Yüksel, P.J. DobbinsConference paper-November
2010
91Simultaneous Feature and HMM Model Learning for Landmine Detection using Ground Penetrating RadarPattern Recognition in Remote Sensing Workshop (PRRS)X. Zhang, S. E. Yüksel, P. Gader, J.WilsonConference paper-August
2010
92Variational Mixture of Experts for Classification with applications to landmine detectionInternational Conference on Pattern Recognition (ICPR)S. E. Yüksel, P. GaderConference paper-August
2010
93Hierarchical methods for landmine detection with wideband electro-magnetic induction and ground penetrating radar multi-sensor systemsIEEE International Geoscience and Remote Sensing Symposium (IGARSS)S. E. Yüksel, G. Ramachandran, P. Gader, J. Wilson, D. Ho, G. HeoConference paper-July
2008
94A Kidney Segmentation Framework for Dynamic Contrast Enhanced Magnetic Resonance ImagingJournal of Vibration and ControlS. E. Yüksel, Ayman El-Baz, Aly A. Farag, Mohamed El-Ghar, Tarek Eldiasty, Mohamed A. GhoneimJournal paperYesSeptember
2007
95Application Of Deformable Models For The Detection Of Acute Renal RejectionDeformable Models: Biomedical and Clinical Applications (Topics in Biomedical Engineering. International Book Series)A. El-Baz, A.A. Farag, S. E. Yüksel, M.A. El-Ghar, T. A. Eldiasty and M.A. GhoneimBook chapter-July
2007
96A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRILecture Notes In Computer Science (MICCAI)A. El-Baz, R. Fahmi, S. E. Yüksel, A.A. Farag, W. Miller, M.A. El-Ghar, T. EldiastyJournal paperYesOctober
2006
97A Novel Approach for the Detection of Acute Rejection with Dynamic Contrast Enhanced Magnetic Resonance Imaging13th European Symposium on Urogenital Radiology (ESUR)A. El-Baz, A.A. Farag, S. E. Yüksel, M.A. El-Ghar, T. EldiastyConference paper-September
2006
98Image Analysis of Renal DCE-MRI for the Detection of Acute Renal Rejection18th International Conference on Pattern Recognition (ICPR)A. El-Baz, A.A. Farag, R. Fahmi, S. E. Yüksel, M.A. El-Ghar, T. EldiastyConference paper-August
2006
99Level Set Segmentation using Statistical Shape PriorsComputer Vision and Pattern Recognition Workshop (CVPRW)A. El-baz, A.A. Farag, H. A. El Munim, S. E. YükselConference paper-June
2006
100A Framework for the Detection of Acute Renal Rejection with Dynamic Contrast Enhanced Magnetic Resonance ImagingProceedings of International Symposium on Biomedical Imaging: Nano to Macro (ISBI)A. Farag, A. El-Baz, S. E. Yüksel, M.A. El-Ghar, T. EldiastyConference paper-April
2006
1012D and 3D Shape Based Segmentation Using Deformable ModelsLecture Notes In Computer Science (MICCAI)A. El-Baz, S. E. Yüksel, H. Shi, A.A. Farag, M.A. El-Ghar, T. Eldiasty, and M. A. GhoneimJournal paperYesOctober
2005
102Non-rigid registration techniques for automatic follow-up of lung nodulesProc. of Computer Assisted Radiology and Surgery (CARS)A. El-Baz, S. E. Yüksel, S. Elshazly, A. A. FaragConference paper-June
2005
103Automatic detection of renal rejection after kidney transplantationProc. of Computer Assisted Radiology and Surgery (CARS)S. E. Yüksel, A. El-Baz, A.A. Farag, M.E.A. El-Ghar, T.A. Eldiasty, M.A. GhoneimConference paper-June
2005
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