Region-based super-resolution aided facial feature extraction from low-resolution sequences. - Turgay Çelik 001; Cem Direkoglu; Hüseyin Özkaramanli; Hasan Demirel; Mustafa Uyguroglu (ICASSP (2), 2005)

Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences. - Turgay Çelik 001; Cem Direkoglu; Hüseyin Özkaramanli; Hasan Demirel; Mustafa Uyguroglu (ICIAR, 2005)

Automatic fire detection in video sequences. - Turgay Çelik 001; Hasan Demirel; Hüseyin Özkaramanli (EUSIPCO, 2006)

Fire Detection in Video Sequences Using Statistical Color Model. - Turgay Çelik 001; Hasan Demirel; Hüseyin Özkaramanli; Mustafa Uyguroglu (ICASSP (2), 2006)

Fire and smoke detection without sensors: Image processing based approach. - Turgay Çelik 001; Hüseyin Özkaramanli; Hasan Demirel (EUSIPCO, 2007)

Fire Pixel Classification using Fuzzy Logic and Statistical Color Model. - Turgay Çelik 001; Hüseyin Özkaramanli; Hasan Demirel (ICASSP (1), 2007)

Fire detection using statistical color model in video sequences. - Turgay Çelik 001; Hasan Demirel; Hüseyin Özkaramanli; Mustafa Uyguroglu (J. Vis. Commun. Image Represent., 2007)

Moving Video Object Edge Detection Using Complex Wavelets. - Turgay Çelik 001; Kai-Kuang Ma (PCM, 2008)

Facial feature extraction using complex dual-tree wavelet transform. - Turgay Çelik 001; Hüseyin Özkaramanli; Hasan Demirel (Comput. Vis. Image Underst., 2008)

Self-sampled image resolution enhancement using dual-tree complex wavelet transform. - Turgay Çelik 001; Huseyin Kusetogullari (EUSIPCO, 2009)

Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k -Means Clustering. - Turgay Çelik 001 (IEEE Geosci. Remote. Sens. Lett., 2009)

Multiscale Change Detection in Multitemporal Satellite Images. - Turgay Çelik 001 (IEEE Geosci. Remote. Sens. Lett., 2009)

Multiscale texture classification using dual-tree complex wavelet transform. - Turgay Çelik 001; Tardi Tjahjadi (Pattern Recognit. Lett., 2009)

Resolution selective change detection in satellite images. - Turgay Çelik 001; Chandra V. Curtis (ICASSP, 2010)

Texture Classification and Retrieval Based on Complex Wavelet Subbands. - Turgay Çelik 001; Tardi Tjahjadi (ISCIS, 2010)

Unsupervised colour image segmentation using dual-tree complex wavelet transform. - Turgay Çelik 001; Tardi Tjahjadi (Comput. Vis. Image Underst., 2010)

Image change detection using Gaussian mixture model and genetic algorithm. - Turgay Çelik 001 (J. Vis. Commun. Image Represent., 2010)

Change Detection in Satellite Images Using a Genetic Algorithm Approach. - Turgay Çelik 001 (IEEE Geosci. Remote. Sens. Lett., 2010)

Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform. - Turgay Çelik 001; Tardi Tjahjadi (IEEE Geosci. Remote. Sens. Lett., 2010)

A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images. - Turgay Çelik 001 (Signal Process., 2010)

Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet Transform. - Turgay Çelik 001; Kai-Kuang Ma (IEEE Trans. Geosci. Remote. Sens., 2010)

Solar-Powered Automated Road Surveillance System for Speed Violation Detection. - Turgay Çelik 001; Huseyin Kusetogullari (IEEE Trans. Ind. Electron., 2010)

Multiscale texture classification and retrieval based on magnitude and phase features of complex wavelet subbands. - Turgay Çelik 001; Tardi Tjahjadi (Comput. Electr. Eng., 2011)

Bayesian change detection based on spatial sampling and Gaussian mixture model. - Turgay Çelik 001 (Pattern Recognit. Lett., 2011)

Bayesian texture classification and retrieval based on multiscale feature vector. - Turgay Çelik 001; Tardi Tjahjadi (Pattern Recognit. Lett., 2011)

Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours. - Turgay Çelik 001; Kai-Kuang Ma (IEEE Trans. Geosci. Remote. Sens., 2011)

Contextual and Variational Contrast Enhancement. - Turgay Çelik 001; Tardi Tjahjadi (IEEE Trans. Image Process., 2011)

A multiresolution framework for computer vision-based autonomous navigation. - Turgay Çelik 001 (2011)

Adaptive colour constancy algorithm using discrete wavelet transform. - Turgay Çelik 001; Tardi Tjahjadi (Comput. Vis. Image Underst., 2012)

Two-dimensional histogram equalization and contrast enhancement. - Turgay Çelik 001 (Pattern Recognit., 2012)

Automatic Image Equalization and Contrast Enhancement Using Gaussian Mixture Modeling. - Turgay Çelik 001; Tardi Tjahjadi (IEEE Trans. Image Process., 2012)

FRFT-based improved algorithm of unsupervised change detection in SAR images via PCA and K-means clustering. - Yongqiang Cheng 004; Heng-Chao Li 001; Turgay Çelik 001; Fan Zhang 007 (IGARSS, 2013)

Spatio-temporal video contrast enhancement. - Turgay Çelik 001 (IET Image Process., 2013)

Comments on "A Robust Fuzzy Local Information C-Means Clustering Algorithm". - Turgay Çelik 001; Hwee Kuan Lee (IEEE Trans. Image Process., 2013)

Facial action unit intensity estimation using rotation invariant features and regression analysis. - Deniz Bingol; Turgay Çelik 001; Christian W. Omlin; Hima B. Vadapalli (ICIP, 2014)

Spatial Entropy-Based Global and Local Image Contrast Enhancement. - Turgay Çelik 001 (IEEE Trans. Image Process., 2014)

Benchmarking of wildland fire colour segmentation algorithms. - Tom Toulouse; Lucile Rossi; Moulay Akhloufi; Turgay Çelik 001; Xavier Maldague (IET Image Process., 2015)

A Reduced Uncertainty-Based Hybrid Evolutionary Algorithm for Solving Dynamic Shortest-Path Routing Problem. - Huseyin Kusetogullari; Md. Haidar Sharif; Mark S. Leeson; Turgay Çelik 001 (J. Circuits Syst. Comput., 2015)

Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering. - Heng-Chao Li 001; Turgay Çelik 001; Nathan Longbotham; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2015)

Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization. - Yi Long; Heng-Chao Li 001; Turgay Çelik 001; Nathan Longbotham; William J. Emery (Remote. Sens., 2015)

Grey-wavelet: unifying grey-world and grey-edge colour constancy algorithms. - Turgay Çelik 001; Zeki Yetgin (Signal Image Video Process., 2015)

Unsupervised Change Detection in Multitemporal Multispectral Satellite Images Using Parallel Particle Swarm Optimization. - Huseyin Kusetogullari; Amir Yavariabdi; Turgay Çelik 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Ship detection using VIIRS sensor specific data. - Benjamin Lebona; Waldo Kleynhans; Turgay Çelik 001; Lizwe Mdakane (IGARSS, 2016)

Sparse representation based lossy hyperspectral data compression. - Hairong Wang; Turgay Çelik 001 (IGARSS, 2016)

Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods. - Tom Toulouse; Lucile Rossi; Turgay Çelik 001; Moulay Akhloufi (Signal Image Video Process., 2016)

Spatial Mutual Information and PageRank-Based Contrast Enhancement and Quality-Aware Relative Contrast Measure. - Turgay Çelik 001 (IEEE Trans. Image Process., 2016)

Stencil Cutouts for Virtual Reality Inputs. - Natalie Ausmeier; Turgay Çelik 001 (ICCAE, 2017)

The Wits Intelligent Teaching System: Detecting student engagement during lectures using convolutional neural networks. - Richard Klein; Turgay Çelik 001 (ICIP, 2017)

Semi-supervised probabilistics approach for normalising informal short text messages. - Abiodun Modupe; Turgay Çelik 001; Vukosi Marivate; Melvin Diale (ICTAS, 2017)

Change Detection in Polarimetric SAR Images Using a Geodesic Distance Between Scattering Mechanisms. - Debanshu Ratha; Shaunak De; Turgay Çelik 001; Avik Bhattacharya (IEEE Geosci. Remote. Sens. Lett., 2017)

Sparse Representation-Based Hyperspectral Data Processing: Lossy Compression. - Hairong Wang; Turgay Çelik 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Sparse representation-based hyperspectral image classification. - Hairong Wang; Turgay Çelik 001 (Signal Image Video Process., 2018)

Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter. - Shilpa Suresh; Shyam Lal; Chen Chen 001; Turgay Çelik 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Unsupervised feature learning for spam email filtering. - Melvin Diale; Turgay Çelik 001; Christiaan van der Walt (Comput. Electr. Eng., 2019)

Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion. - Gang Yang 006; Heng-Chao Li 001; Wen Yang 001; Kun Fu 001; Turgay Çelik 001; William J. Emery (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Statistical and machine learning models in credit scoring: A systematic literature survey. - Xolani Dastile; Turgay Çelik 001; Moshe Potsane (Appl. Soft Comput., 2020)

Entropy-Based Image Fusion with Joint Sparse Representation and Rolling Guidance Filter. - Yudan Liu; Xiaomin Yang; Rongzhu Zhang; Marcelo Keese Albertini; Turgay Çelik 001; Gwanggil Jeon (Entropy, 2020)

Multifocus image fusion using convolutional neural network. - Yu Wen; Xiaomin Yang; Turgay Çelik 001; Olga S. Sushkova; Marcelo Keese Albertini (Multim. Tools Appl., 2020)

FER-YOLO: Detection and Classification Based on Facial Expressions. - Hui Ma; Turgay Çelik 001; Hengchao Li 001 (ICIG (1), 2021)

Making Deep Learning-Based Predictions for Credit Scoring Explainable. - Xolani Dastile; Turgay Çelik 001 (IEEE Access, 2021)

Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter. - Krupa Prag; Matthew Woolway; Turgay Çelik 001 (IEEE Access, 2021)

Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa. - Naseem Cassim; Michael Mapundu; Victor Olago; Turgay Çelik 001; Jaya Anna George; Deborah Kim Glencross (BMC Medical Informatics Decis. Mak., 2021)

Lightweight attention convolutional neural network through network slimming for robust facial expression recognition. - Hui Ma; Turgay Çelik 001; Heng-Chao Li 001 (Signal Image Video Process., 2021)

AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images. - Nanqing Liu; Turgay Çelik 001; Tingyu Zhao; Chao Zhang 072; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Comparison of Keypoint Detectors and Descriptors for Relative Radiometric Normalization of Bitemporal Remote Sensing Images. - Armin Moghimi; Turgay Çelik 001; Ali Mohammadzadeh; Huseyin Kusetogullari (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Did We Produce More Waste During the COVID-19 Lockdowns? A Remote Sensing Approach to Landfill Change Analysis. - Terence L. van Zyl; Turgay Çelik 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images. - Armin Moghimi; Ali Mohammadzadeh; Turgay Çelik 001; Meisam Amani (IEEE Trans. Geosci. Remote. Sens., 2021)

Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems. - Abraham Mukosi Mukwevho; Turgay Çelik 001 (IEEE Trans. Serv. Comput., 2021)

Model-Agnostic Counterfactual Explanations in Credit Scoring. - Xolani Dastile; Turgay Çelik 001; Hans Vandierendonck (IEEE Access, 2022)

Toward Data-Driven Optimal Control: A Systematic Review of the Landscape. - Krupa Prag; Matthew Woolway; Turgay Çelik 001 (IEEE Access, 2022)

Open-Source Face Recognition Frameworks: A Review of the Landscape. - David Wanyonyi; Turgay Çelik 001 (IEEE Access, 2022)

CArDIS: A Swedish Historical Handwritten Character and Word Dataset. - Amir Yavariabdi; Huseyin Kusetogullari; Turgay Çelik 001; Shivani Thummanapally; Sakib Rijwan; Johan Hall (IEEE Access, 2022)

Unsupervised document image binarization using a system of nonlinear partial differential equations. - Byron A. Jacobs; Turgay Çelik 001 (Appl. Math. Comput., 2022)

Random Sampling-Based Relative Radiometric Normalization. - Wessel Bonnet; Turgay Çelik 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images. - Qingsong Du; Turgay Çelik 001; Qianli Wang; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images. - Nanqing Liu; Turgay Çelik 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification. - Nanqing Liu; Turgay Çelik 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation. - Yitao Zhao; Turgay Çelik 001; Nanqing Liu; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images. - Tingyu Zhao; Nanqing Liu; Turgay Çelik 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Why is this an anomaly? Explaining anomalies using sequential explanations. - Tshepiso Mokoena; Turgay Çelik 001; Vukosi Marivate (Pattern Recognit., 2022)

Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies. - Armin Moghimi; Ali Mohammadzadeh; Turgay Çelik 001; Brian Brisco; Meisam Amani (Remote. Sens., 2022)

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. - Armin Moghimi; Ali Mohammadzadeh; Turgay Çelik 001; Brian Brisco; Meisam Amani (Remote. Sens., 2022)

Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features. - Armin Moghimi; Amin Sarmadian; Ali Mohammadzadeh; Turgay Çelik 001; Meisam Amani; Huseyin Kusetogullari (IEEE Trans. Geosci. Remote. Sens., 2022)

Investigating Sentiment-Bearing Words- and Emoji-based Distant Supervision Approaches for Sentiment Analysis. - Koena Ronny Mabokela; Mpho Raborife; Turgay Çelik 001 (RAIL, 2023)

Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. - Abiodun Modupe; Turgay Çelik 001; Vukosi Marivate; Oludayo O. Olugbara (SMC, 2023)

Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review. - Saadia Gutta Essa; Turgay Çelik 001; Nadia Emelia Human-Hendricks (IEEE Access, 2023)

Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape. - Koena Ronny Mabokela; Turgay Çelik 001; Mpho Raborife (IEEE Access, 2023)

Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images. - Pengfei Guo; Turgay Çelik 001; Nanqing Liu; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

EquiDistribution Grid Evolution Method for Line Spectrum Estimation. - Qianli Wang; Zheng Ma 001; Turgay Çelik 001 (Signal Process., 2023)

Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images. - Nanqing Liu; Xun Xu 002; Turgay Çelik 001; Zongxin Gan; Heng-Chao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies. - Michael Mapundu; Chodziwadziwa W. Kabudula; Eustasius Musenge; Victor Olago; Turgay Çelik 001 (Mach. Learn. Knowl. Extr., 2023)

Counterfactual Explanations With Multiple Properties in Credit Scoring. - Xolani Dastile; Turgay Çelik 001 (IEEE Access, 2024)

A Comparative Performance Analysis of Popular Deep Learning Models and Segment Anything Model (SAM) for River Water Segmentation in Close-Range Remote Sensing Imagery. - Armin Moghimi; Mario Welzel; Turgay Çelik 001; Torsten Schlurmann (IEEE Access, 2024)

Explainable Pre-Trained Language Models for Sentiment Analysis in Low-Resourced Languages. - Koena Ronny Mabokela; Mpho Primus; Turgay Çelik 001 (Big Data Cogn. Comput., 2024)

FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space. - Hui Ma; Sen Lei; Turgay Çelik 001; Heng-Chao Li 001 (CoRR, 2024)

COUD: Continual Urbanization Detector for Time Series Building Change Detection. - Yitao Zhao; Heng-Chao Li 001; Sen Lei; Nanqing Liu; Jie Pan; Turgay Çelik 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SSLChange: A Self-Supervised Change Detection Framework Based on Domain Adaptation. - Yitao Zhao; Turgay Çelik 001; Nanqing Liu; Feng Gao 005; Heng-Chao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

LIRRN: Location-Independent Relative Radiometric Normalization of Bitemporal Remote-Sensing Images. - Armin Moghimi; Vahid Sadeghi; Amin Mohsenifar; Turgay Çelik 001; Ali Mohammadzadeh (Sensors, 2024)

Physiology-Guided Blood Glucose Predictive Model Using Minimal Blood Glucose Dynamics. - Sarala Ghimire; Turgay Çelik 001; Martin Gerdes; Christian W. Omlin (BIOSTEC (2): HEALTHINF, 2025)

Bayesian Neural Network for Uncertainty-Aware Blood Glucose Prediction for Type 1 Diabetes. - Sarala Ghimire; Turgay Çelik 001; Martin Gerdes; Christian W. Omlin (CBMS, 2025)

Letter and Person Recognition in Freeform Air-Writing Using Machine Learning Algorithms. - Huseyin Kunt; Zeki Yetgin; Furkan Gözükara; Turgay Çelik 001 (IEEE Access, 2025)

FER-VMamba: A robust facial expression recognition framework with global compact attention and hierarchical feature interaction. - Hui Ma; Sen Lei; Hengchao Li 001; Turgay Çelik 001 (Inf. Fusion, 2025)

Exploring Generalizable Pretraining for Real-World Change Detection via Geometric Estimation. - Yitao Zhao; Sen Lei; Nanqing Liu; Heng-Chao Li 001; Turgay Çelik 001; Qing Zhu (IEEE Trans. Geosci. Remote. Sens., 2025)