Turgay Çelik

108 papers B 4C 3Misc 1Journal 85Unranked 14
YearRankTypeTitle / Venue / Authors
2025 B conf
Bayesian Neural Network for Uncertainty-Aware Blood Glucose Prediction for Type 1 Diabetes.
CBMS
Sarala Ghimire, Turgay Çelik, Martin Gerdes, Christian W. Omlin
2025 J jnl
Exploring Generalizable Pretraining for Real-World Change Detection via Geometric Estimation.
IEEE Trans. Geosci. Remote. Sens.
Yitao Zhao, Sen Lei, Nanqing Liu, Heng-Chao Li, Turgay Çelik, Qing Zhu
2025 J jnl
FER-VMamba: A robust facial expression recognition framework with global compact attention and hierarchical feature interaction.
Inf. Fusion
Hui Ma, Sen Lei, Hengchao Li, Turgay Çelik
2025 J jnl
Language-Independent Sentiment Labelling with Distant Supervision: A Case Study for English, Sepedi and Setswana.
CoRR
Koena Ronny Mabokela, Tim Schlippe, Mpho Raborife, Turgay Çelik
2025 J jnl
Letter and Person Recognition in Freeform Air-Writing Using Machine Learning Algorithms.
IEEE Access
Huseyin Kunt, Zeki Yetgin, Furkan Gözükara, Turgay Çelik
2025 — conf
Physiology-Guided Blood Glucose Predictive Model Using Minimal Blood Glucose Dynamics.
BIOSTEC (2): HEALTHINF
Sarala Ghimire, Turgay Çelik, Martin Gerdes, Christian W. Omlin
2024 J jnl
A Comparative Performance Analysis of Popular Deep Learning Models and Segment Anything Model (SAM) for River Water Segmentation in Close-Range Remote Sensing Imagery.
IEEE Access
Armin Moghimi, Mario Welzel, Turgay Çelik, Torsten Schlurmann
2024 J jnl
COUD: Continual Urbanization Detector for Time Series Building Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yitao Zhao, Heng-Chao Li, Sen Lei, Nanqing Liu, Jie Pan, Turgay Çelik
2024 J jnl
Counterfactual Explanations With Multiple Properties in Credit Scoring.
IEEE Access
Xolani Dastile, Turgay Çelik
2024 J jnl
Explainable Pre-Trained Language Models for Sentiment Analysis in Low-Resourced Languages.
Big Data Cogn. Comput.
Koena Ronny Mabokela, Mpho Primus, Turgay Çelik
2024 J jnl
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space.
CoRR
Hui Ma, Sen Lei, Turgay Çelik, Heng-Chao Li
2024 J jnl
LIRRN: Location-Independent Relative Radiometric Normalization of Bitemporal Remote-Sensing Images.
Sensors
Armin Moghimi, Vahid Sadeghi, Amin Mohsenifar, Turgay Çelik, Ali Mohammadzadeh
2024 J jnl
SSLChange: A Self-Supervised Change Detection Framework Based on Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens.
Yitao Zhao, Turgay Çelik, Nanqing Liu, Feng Gao, Heng-Chao Li
2024 J jnl
SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation.
CoRR
Yitao Zhao, Turgay Çelik, Nanqing Liu, Feng Gao, Heng-Chao Li
2023 J jnl
Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Pengfei Guo, Turgay Çelik, Nanqing Liu, Heng-Chao Li
2023 J jnl
EquiDistribution Grid Evolution Method for Line Spectrum Estimation.
Signal Process.
Qianli Wang, Zheng Ma, Turgay Çelik
2023 J jnl
Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies.
Mach. Learn. Knowl. Extr.
Michael Mapundu, Chodziwadziwa W. Kabudula, Eustasius Musenge, Victor Olago, Turgay Çelik
2023 B conf
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution.
SMC
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
2023 J jnl
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution.
CoRR
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
2023 — conf
Investigating Sentiment-Bearing Words- and Emoji-based Distant Supervision Approaches for Sentiment Analysis.
RAIL
Koena Ronny Mabokela, Mpho Raborife, Turgay Çelik
2023 J jnl
Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape.
IEEE Access
Koena Ronny Mabokela, Turgay Çelik, Mpho Raborife
2023 J jnl
Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review.
IEEE Access
Saadia Gutta Essa, Turgay Çelik, Nadia Emelia Human-Hendricks
2023 J jnl
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images.
CoRR
Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li
2023 J jnl
Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li
2022 J jnl
A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation.
IEEE Geosci. Remote. Sens. Lett.
Yitao Zhao, Turgay Çelik, Nanqing Liu, Heng-Chao Li
2022 J jnl
An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Tingyu Zhao, Nanqing Liu, Turgay Çelik, Heng-Chao Li
2022 J jnl
Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies.
Remote. Sens.
Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Brian Brisco, Meisam Amani
2022 J jnl
CArDIS: A Swedish Historical Handwritten Character and Word Dataset.
IEEE Access
Amir Yavariabdi, Huseyin Kusetogullari, Turgay Çelik, Shivani Thummanapally, Sakib Rijwan, Johan Hall
2022 J jnl
Correction: Moghimi et al. Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies. Remote Sens. 14, 2022, 1777.
Remote. Sens.
Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Brian Brisco, Meisam Amani
2022 J jnl
Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features.
IEEE Trans. Geosci. Remote. Sens.
Armin Moghimi, Amin Sarmadian, Ali Mohammadzadeh, Turgay Çelik, Meisam Amani, Huseyin Kusetogullari
2022 J jnl
Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images.
IEEE Geosci. Remote. Sens. Lett.
Qingsong Du, Turgay Çelik, Qianli Wang, Heng-Chao Li
2022 J jnl
Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Nanqing Liu, Turgay Çelik, Heng-Chao Li
2022 J jnl
MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Nanqing Liu, Turgay Çelik, Heng-Chao Li
2022 J jnl
Model-Agnostic Counterfactual Explanations in Credit Scoring.
IEEE Access
Xolani Dastile, Turgay Çelik, Hans Vandierendonck
2022 J jnl
Open-Source Face Recognition Frameworks: A Review of the Landscape.
IEEE Access
David Wanyonyi, Turgay Çelik
2022 J jnl
Random Sampling-Based Relative Radiometric Normalization.
IEEE Geosci. Remote. Sens. Lett.
Wessel Bonnet, Turgay Çelik
2022 J jnl
Toward Data-Driven Optimal Control: A Systematic Review of the Landscape.
IEEE Access
Krupa Prag, Matthew Woolway, Turgay Çelik
2022 J jnl
Unsupervised document image binarization using a system of nonlinear partial differential equations.
Appl. Math. Comput.
Byron A. Jacobs, Turgay Çelik
2022 J jnl
Why is this an anomaly? Explaining anomalies using sequential explanations.
Pattern Recognit.
Tshepiso Mokoena, Turgay Çelik, Vukosi Marivate
2021 J jnl
A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Meisam Amani
2021 J jnl
AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nanqing Liu, Turgay Çelik, Tingyu Zhao, Chao Zhang, Heng-Chao Li
2021 J jnl
Comparison of Keypoint Detectors and Descriptors for Relative Radiometric Normalization of Bitemporal Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Armin Moghimi, Turgay Çelik, Ali Mohammadzadeh, Huseyin Kusetogullari
2021 J jnl
Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter.
IEEE Access
Krupa Prag, Matthew Woolway, Turgay Çelik
2021 J jnl
Did We Produce More Waste During the COVID-19 Lockdowns? A Remote Sensing Approach to Landfill Change Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Terence L. van Zyl, Turgay Çelik
2021 — conf
FER-YOLO: Detection and Classification Based on Facial Expressions.
ICIG (1)
Hui Ma, Turgay Çelik, Hengchao Li
2021 J jnl
Lightweight attention convolutional neural network through network slimming for robust facial expression recognition.
Signal Image Video Process.
Hui Ma, Turgay Çelik, Heng-Chao Li
2021 J jnl
Making Deep Learning-Based Predictions for Credit Scoring Explainable.
IEEE Access
Xolani Dastile, Turgay Çelik
2021 J jnl
The Wits Intelligent Teaching System: Detecting Student Engagement During Lectures Using Convolutional Neural Networks.
CoRR
Richard Klein, Turgay Çelik
2021 J jnl
Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems.
IEEE Trans. Serv. Comput.
Abraham Mukosi Mukwevho, Turgay Çelik
2021 J jnl
Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa.
BMC Medical Informatics Decis. Mak.
Naseem Cassim, Michael Mapundu, Victor Olago, Turgay Çelik, Jaya Anna George, Deborah Kim Glencross
2020 J jnl
Entropy-Based Image Fusion with Joint Sparse Representation and Rolling Guidance Filter.
Entropy
Yudan Liu, Xiaomin Yang, Rongzhu Zhang, Marcelo Keese Albertini, Turgay Çelik, Gwanggil Jeon
2020 J jnl
Multifocus image fusion using convolutional neural network.
Multim. Tools Appl.
Yu Wen, Xiaomin Yang, Turgay Çelik, Olga S. Sushkova, Marcelo Keese Albertini
2020 J jnl
Statistical and machine learning models in credit scoring: A systematic literature survey.
Appl. Soft Comput.
Xolani Dastile, Turgay Çelik, Moshe Potsane
2019 J jnl
Unsupervised feature learning for spam email filtering.
Comput. Electr. Eng.
Melvin Diale, Turgay Çelik, Christiaan van der Walt
2019 J jnl
Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gang Yang, Heng-Chao Li, Wen Yang, Kun Fu, Turgay Çelik, William J. Emery
2018 J jnl
Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter.
IEEE Trans. Geosci. Remote. Sens.
Shilpa Suresh, Shyam Lal, Chen Chen, Turgay Çelik
2018 J jnl
Sparse representation-based hyperspectral image classification.
Signal Image Video Process.
Hairong Wang, Turgay Çelik
2017 J jnl
Change Detection in Polarimetric SAR Images Using a Geodesic Distance Between Scattering Mechanisms.
IEEE Geosci. Remote. Sens. Lett.
Debanshu Ratha, Shaunak De, Turgay Çelik, Avik Bhattacharya
2017 — conf
Semi-supervised probabilistics approach for normalising informal short text messages.
ICTAS
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Melvin Diale
2017 J jnl
Sparse Representation-Based Hyperspectral Data Processing: Lossy Compression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hairong Wang, Turgay Çelik
2017 — conf
Stencil Cutouts for Virtual Reality Inputs.
ICCAE
Natalie Ausmeier, Turgay Çelik
2017 B conf
The Wits Intelligent Teaching System: Detecting student engagement during lectures using convolutional neural networks.
ICIP
Richard Klein, Turgay Çelik
2016 J jnl
Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods.
Signal Image Video Process.
Tom Toulouse, Lucile Rossi, Turgay Çelik, Moulay Akhloufi
2016 C conf
Ship detection using VIIRS sensor specific data.
IGARSS
Benjamin Lebona, Waldo Kleynhans, Turgay Çelik, Lizwe Mdakane
2016 C conf
Sparse representation based lossy hyperspectral data compression.
IGARSS
Hairong Wang, Turgay Çelik
2016 J jnl
Spatial Mutual Information and PageRank-Based Contrast Enhancement and Quality-Aware Relative Contrast Measure.
IEEE Trans. Image Process.
Turgay Çelik
2015 J jnl
A Reduced Uncertainty-Based Hybrid Evolutionary Algorithm for Solving Dynamic Shortest-Path Routing Problem.
J. Circuits Syst. Comput.
Huseyin Kusetogullari, Md. Haidar Sharif, Mark S. Leeson, Turgay Çelik
2015 J jnl
Benchmarking of wildland fire colour segmentation algorithms.
IET Image Process.
Tom Toulouse, Lucile Rossi, Moulay Akhloufi, Turgay Çelik, Xavier Maldague
2015 J jnl
Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering.
IEEE Geosci. Remote. Sens. Lett.
Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery
2015 J jnl
Grey-wavelet: unifying grey-world and grey-edge colour constancy algorithms.
Signal Image Video Process.
Turgay Çelik, Zeki Yetgin
2015 J jnl
Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization.
Remote. Sens.
Yi Long, Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery
2015 J jnl
Unsupervised Change Detection in Multitemporal Multispectral Satellite Images Using Parallel Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huseyin Kusetogullari, Amir Yavariabdi, Turgay Çelik
2014 B conf
Facial action unit intensity estimation using rotation invariant features and regression analysis.
ICIP
Deniz Bingol, Turgay Çelik, Christian W. Omlin, Hima B. Vadapalli
2014 J jnl
Spatial Entropy-Based Global and Local Image Contrast Enhancement.
IEEE Trans. Image Process.
Turgay Çelik
2013 J jnl
Comments on "A Robust Fuzzy Local Information C-Means Clustering Algorithm".
IEEE Trans. Image Process.
Turgay Çelik, Hwee Kuan Lee
2013 C conf
FRFT-based improved algorithm of unsupervised change detection in SAR images via PCA and K-means clustering.
IGARSS
Yongqiang Cheng, Heng-Chao Li, Turgay Çelik, Fan Zhang
2013 J jnl
Spatio-temporal video contrast enhancement.
IET Image Process.
Turgay Çelik
2012 J jnl
Adaptive colour constancy algorithm using discrete wavelet transform.
Comput. Vis. Image Underst.
Turgay Çelik, Tardi Tjahjadi
2012 J jnl
Automatic Image Equalization and Contrast Enhancement Using Gaussian Mixture Modeling.
IEEE Trans. Image Process.
Turgay Çelik, Tardi Tjahjadi
2012 J jnl
Two-dimensional histogram equalization and contrast enhancement.
Pattern Recognit.
Turgay Çelik
2011 — —
A multiresolution framework for computer vision-based autonomous navigation.
Turgay Çelik
2011 J jnl
Bayesian change detection based on spatial sampling and Gaussian mixture model.
Pattern Recognit. Lett.
Turgay Çelik
2011 J jnl
Bayesian texture classification and retrieval based on multiscale feature vector.
Pattern Recognit. Lett.
Turgay Çelik, Tardi Tjahjadi
2011 J jnl
Contextual and Variational Contrast Enhancement.
IEEE Trans. Image Process.
Turgay Çelik, Tardi Tjahjadi
2011 J jnl
Multiscale texture classification and retrieval based on magnitude and phase features of complex wavelet subbands.
Comput. Electr. Eng.
Turgay Çelik, Tardi Tjahjadi
2011 J jnl
Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours.
IEEE Trans. Geosci. Remote. Sens.
Turgay Çelik, Kai-Kuang Ma
2010 J jnl
A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images.
Signal Process.
Turgay Çelik
2010 J jnl
Change Detection in Satellite Images Using a Genetic Algorithm Approach.
IEEE Geosci. Remote. Sens. Lett.
Turgay Çelik
2010 J jnl
Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform.
IEEE Geosci. Remote. Sens. Lett.
Turgay Çelik, Tardi Tjahjadi
2010 J jnl
Image change detection using Gaussian mixture model and genetic algorithm.
J. Vis. Commun. Image Represent.
Turgay Çelik
2010 Misc conf
Resolution selective change detection in satellite images.
ICASSP
Turgay Çelik, Chandra V. Curtis
2010 J jnl
Solar-Powered Automated Road Surveillance System for Speed Violation Detection.
IEEE Trans. Ind. Electron.
Turgay Çelik, Huseyin Kusetogullari
2010 — conf
Texture Classification and Retrieval Based on Complex Wavelet Subbands.
ISCIS
Turgay Çelik, Tardi Tjahjadi
2010 J jnl
Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet Transform.
IEEE Trans. Geosci. Remote. Sens.
Turgay Çelik, Kai-Kuang Ma
2010 J jnl
Unsupervised colour image segmentation using dual-tree complex wavelet transform.
Comput. Vis. Image Underst.
Turgay Çelik, Tardi Tjahjadi
2009 J jnl
Multiscale Change Detection in Multitemporal Satellite Images.
IEEE Geosci. Remote. Sens. Lett.
Turgay Çelik
2009 J jnl
Multiscale texture classification using dual-tree complex wavelet transform.
Pattern Recognit. Lett.
Turgay Çelik, Tardi Tjahjadi
2009 — conf
Self-sampled image resolution enhancement using dual-tree complex wavelet transform.
EUSIPCO
Turgay Çelik, Huseyin Kusetogullari
2009 J jnl
Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k -Means Clustering.
IEEE Geosci. Remote. Sens. Lett.
Turgay Çelik
2008 J jnl
Facial feature extraction using complex dual-tree wavelet transform.
Comput. Vis. Image Underst.
Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel
2008 — conf
Moving Video Object Edge Detection Using Complex Wavelets.
PCM
Turgay Çelik, Kai-Kuang Ma
2007 — conf
Fire Pixel Classification using Fuzzy Logic and Statistical Color Model.
ICASSP (1)
Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel
2007 — conf
Fire and smoke detection without sensors: Image processing based approach.
EUSIPCO
Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel
2007 J jnl
Fire detection using statistical color model in video sequences.
J. Vis. Commun. Image Represent.
Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu
2006 — conf
Automatic fire detection in video sequences.
EUSIPCO
Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli
2006 — conf
Fire Detection in Video Sequences Using Statistical Color Model.
ICASSP (2)
Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu
2005 — conf
Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences.
ICIAR
Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu
2005 — conf
Region-based super-resolution aided facial feature extraction from low-resolution sequences.
ICASSP (2)
Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu