Turgay Çelik

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 57

Top Venues

IEEE Access

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

CoRR

University of Warwick, Coventry, UK (PHD)

Education History

University of Warwick, Coventry, UK

PHD

Publications

Qianli Wang, Zheng Ma, Turgay Çelik
EquiDistribution Grid Evolution Method for Line Spectrum Estimation. Signal Process. 202 (2023)
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. SMC (2023)
Saadia Gutta Essa, Turgay Çelik, Nadia Emelia Human-Hendricks
Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review. IEEE Access 11 (2023)
Koena Ronny Mabokela, Turgay Çelik, Mpho Raborife
Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape. IEEE Access 11 (2023)
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. CoRR (2023)
Koena Ronny Mabokela, Mpho Raborife, Turgay Çelik
Investigating Sentiment-Bearing Words- and Emoji-based Distant Supervision Approaches for Sentiment Analysis. RAIL (2023)
Pengfei Guo, Turgay Çelik, Nanqing Liu, Heng-Chao Li
Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images. CoRR (2023)
Yitao Zhao, Turgay Çelik, Nanqing Liu, Heng-Chao Li
A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tshepiso Mokoena, Turgay Çelik, Vukosi Marivate
Why is this an anomaly? Explaining anomalies using sequential explanations. Pattern Recognit. 121 (2022)
Isil Karabey Aksakalli, Turgay Çelik, Ahmet Burak Can, Bedir Tekinerdogan
Micro-IDE: A tool platform for generating efficient deployment alternatives based on microservices. Softw. Pract. Exp. 52 (7) (2022)
Tingyu Zhao, Nanqing Liu, Turgay Çelik, Heng-Chao Li
An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wessel Bonnet, Turgay Çelik
Random Sampling-Based Relative Radiometric Normalization. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Krupa Prag, Matthew Woolway, Turgay Çelik
Toward Data-Driven Optimal Control: A Systematic Review of the Landscape. IEEE Access 10 (2022)
Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Brian Brisco, Meisam Amani
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. 14 (22) (2022)
Qingsong Du, Turgay Çelik, Qianli Wang, Heng-Chao Li
Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Armin Moghimi, Amin Sarmadian, Ali Mohammadzadeh, Turgay Çelik, Meisam Amani, Huseyin Kusetogullari
Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Nanqing Liu, Turgay Çelik, Heng-Chao Li
MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xolani Dastile, Turgay Çelik, Hans Vandierendonck
Model-Agnostic Counterfactual Explanations in Credit Scoring. IEEE Access 10 (2022)
Nanqing Liu, Turgay Çelik, Heng-Chao Li
Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Amir Yavariabdi, Huseyin Kusetogullari, Turgay Çelik, Shivani Thummanapally, Sakib Rijwan, Johan Hall
CArDIS: A Swedish Historical Handwritten Character and Word Dataset. IEEE Access 10 (2022)
Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Brian Brisco, Meisam Amani
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 (8) (2022)
David Wanyonyi, Turgay Çelik
Open-Source Face Recognition Frameworks: A Review of the Landscape. IEEE Access 10 (2022)
Richard Klein, Turgay Çelik
The Wits Intelligent Teaching System: Detecting Student Engagement During Lectures Using Convolutional Neural Networks. CoRR (2021)
Isil Karabey Aksakalli, Turgay Çelik, Ahmet Burak Can, Bedir Tekinerdogan
Systematic Approach for Generation of Feasible Deployment Alternatives for Microservices. IEEE Access 9 (2021)
Terence L. van Zyl, Turgay Çelik
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. 14 (2021)
Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Meisam Amani
A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Krupa Prag, Matthew Woolway, Turgay Çelik
Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter. IEEE Access 9 (2021)
Naseem Cassim, Michael Mapundu, Victor Olago, Turgay Çelik, Jaya Anna George, Deborah Kim Glencross
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. 21 (1) (2021)
Abraham Mukosi Mukwevho, Turgay Çelik
Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems. IEEE Trans. Serv. Comput. 14 (2) (2021)
Hui Ma, Turgay Çelik, Heng-Chao Li
Lightweight attention convolutional neural network through network slimming for robust facial expression recognition. Signal Image Video Process. 15 (7) (2021)
Hui Ma, Turgay Çelik, Hengchao Li
FER-YOLO: Detection and Classification Based on Facial Expressions. ICIG (1) (2021)
Isil Karabey Aksakalli, Turgay Çelik, Ahmet Burak Can, Bedir Tekinerdogan
Deployment and communication patterns in microservice architectures: A systematic literature review. J. Syst. Softw. 180 (2021)
Turgay Çelik
How much can be done with the open-source remote sensing imagery and AI platforms for precision agriculture? ICSPCS (2021)
Armin Moghimi, Turgay Çelik, Ali Mohammadzadeh, Huseyin Kusetogullari
Comparison of Keypoint Detectors and Descriptors for Relative Radiometric Normalization of Bitemporal Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xolani Dastile, Turgay Çelik
Making Deep Learning-Based Predictions for Credit Scoring Explainable. IEEE Access 9 (2021)
Nanqing Liu, Turgay Çelik, Tingyu Zhao, Chao Zhang, Heng-Chao Li
AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xolani Dastile, Turgay Çelik, Moshe Potsane
Statistical and machine learning models in credit scoring: A systematic literature survey. Appl. Soft Comput. 91 (2020)
Yu Wen, Xiaomin Yang, Turgay Çelik, Olga S. Sushkova, Marcelo Keese Albertini
Multifocus image fusion using convolutional neural network. Multim. Tools Appl. 79 (45-46) (2020)
David Torpey, Turgay Çelik
Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines. CoRR (2020)
Ziyad Jappie, David Torpey, Turgay Çelik
SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation. CoRR (2020)
Yudan Liu, Xiaomin Yang, Rongzhu Zhang, Marcelo Keese Albertini, Turgay Çelik, Gwanggil Jeon
Entropy-Based Image Fusion with Joint Sparse Representation and Rolling Guidance Filter. Entropy 22 (1) (2020)
Gang Yang, Heng-Chao Li, Wen Yang, Kun Fu, Turgay Çelik, William J. Emery
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. 12 (3) (2019)
Melvin Diale, Turgay Çelik, Christiaan van der Walt
Unsupervised feature learning for spam email filtering. Comput. Electr. Eng. 74 (2019)
Shilpa Suresh, Shyam Lal, Chen Chen, Turgay Çelik
Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Bedir Tekinerdogan, Turgay Çelik, Ömer Köksal
Generation of feasible deployment configuration alternatives for Data Distribution Service based systems. Comput. Stand. Interfaces 58 (2018)
Hairong Wang, Turgay Çelik
Sparse representation-based hyperspectral image classification. Signal Image Video Process. 12 (5) (2018)
Vijayalakshmi G. V. Mahesh, Alex Noel Joseph Raj, Turgay Çelik
Silkworm cocoon classification using fusion of Zernike moments-based shape descriptors and physical parameters for quality egg production. Int. J. Intell. Syst. Technol. Appl. 16 (3) (2017)
Hairong Wang, Turgay Çelik
Sparse Representation-Based Hyperspectral Data Processing: Lossy Compression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (5) (2017)
Debanshu Ratha, Shaunak De, Turgay Çelik, Avik Bhattacharya
Change Detection in Polarimetric SAR Images Using a Geodesic Distance Between Scattering Mechanisms. IEEE Geosci. Remote. Sens. Lett. 14 (7) (2017)
Richard Klein, Turgay Çelik
The Wits Intelligent Teaching System: Detecting student engagement during lectures using convolutional neural networks. ICIP (2017)
Natalie Ausmeier, Turgay Çelik
Stencil Cutouts for Virtual Reality Inputs. ICCAE (2017)
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Melvin Diale
Semi-supervised probabilistics approach for normalising informal short text messages. ICTAS (2017)
Benjamin Lebona, Waldo Kleynhans, Turgay Çelik, Lizwe Mdakane
Ship detection using VIIRS sensor specific data. IGARSS (2016)
Tom Toulouse, Lucile Rossi, Turgay Çelik, Moulay Akhloufi
Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods. Signal Image Video Process. 10 (4) (2016)
Hairong Wang, Turgay Çelik
Sparse representation based lossy hyperspectral data compression. IGARSS (2016)
Turgay Çelik
Spatial Mutual Information and PageRank-Based Contrast Enhancement and Quality-Aware Relative Contrast Measure. IEEE Trans. Image Process. 25 (10) (2016)
Tom Toulouse, Lucile Rossi, Moulay Akhloufi, Turgay Çelik, Xavier Maldague
Benchmarking of wildland fire colour segmentation algorithms. IET Image Process. 9 (12) (2015)
Huseyin Kusetogullari, Md. Haidar Sharif, Mark S. Leeson, Turgay Çelik
A Reduced Uncertainty-Based Hybrid Evolutionary Algorithm for Solving Dynamic Shortest-Path Routing Problem. J. Circuits Syst. Comput. 24 (5) (2015)
Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery
Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering. IEEE Geosci. Remote. Sens. Lett. 12 (12) (2015)
Yi Long, Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery
Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization. Remote. Sens. 7 (6) (2015)
Turgay Çelik, Zeki Yetgin
Grey-wavelet: unifying grey-world and grey-edge colour constancy algorithms. Signal Image Video Process. 9 (8) (2015)
Huseyin Kusetogullari, Amir Yavariabdi, Turgay Çelik
Unsupervised Change Detection in Multitemporal Multispectral Satellite Images Using Parallel Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Turgay Çelik, Ömer Köksal, Bedir Tekinerdogan
Deploy-DDS: Tool Framework for Supporting Deployment Architecture of Data Distribution Service based Systems. ECSA Workshops (2014)
Turgay Çelik
Spatial Entropy-Based Global and Local Image Contrast Enhancement. IEEE Trans. Image Process. 23 (12) (2014)
Deniz Bingol, Turgay Çelik, Christian W. Omlin, Hima B. Vadapalli
Facial action unit intensity estimation using rotation invariant features and regression analysis. ICIP (2014)
Turgay Çelik, Hwee Kuan Lee
Comments on "A Robust Fuzzy Local Information C-Means Clustering Algorithm". IEEE Trans. Image Process. 22 (3) (2013)
Yongqiang Cheng, Heng-Chao Li, Turgay Çelik, Fan Zhang
FRFT-based improved algorithm of unsupervised change detection in SAR images via PCA and K-means clustering. IGARSS (2013)
Turgay Çelik, Bedir Tekinerdogan, Kayhan M. Imre
Deriving Feasible Deployment Alternatives for Parallel and Distributed Simulation Systems. ACM Trans. Model. Comput. Simul. 23 (3) (2013)
Turgay Çelik, Bedir Tekinerdogan
S-IDE: A tool framework for optimizing deployment architecture of High Level Architecture based simulation systems. J. Syst. Softw. 86 (10) (2013)
Turgay Çelik
Spatio-temporal video contrast enhancement. IET Image Process. 7 (6) (2013)
Zeki Yetgin, Turgay Çelik
Efficient progressive downloading over multimedia broadcast multicast service. Comput. Networks 56 (2) (2012)
Turgay Çelik
Two-dimensional histogram equalization and contrast enhancement. Pattern Recognit. 45 (10) (2012)
Turgay Çelik, Tardi Tjahjadi
Automatic Image Equalization and Contrast Enhancement Using Gaussian Mixture Modeling. IEEE Trans. Image Process. 21 (1) (2012)
Turgay Çelik, Tardi Tjahjadi
Adaptive colour constancy algorithm using discrete wavelet transform. Comput. Vis. Image Underst. 116 (4) (2012)
Turgay Çelik, Tardi Tjahjadi
Bayesian texture classification and retrieval based on multiscale feature vector. Pattern Recognit. Lett. 32 (2) (2011)
Turgay Çelik, Tardi Tjahjadi
Multiscale texture classification and retrieval based on magnitude and phase features of complex wavelet subbands. Comput. Electr. Eng. 37 (5) (2011)
Turgay Çelik
Bayesian change detection based on spatial sampling and Gaussian mixture model. Pattern Recognit. Lett. 32 (12) (2011)
Turgay Çelik, Kai-Kuang Ma
Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours. IEEE Trans. Geosci. Remote. Sens. 49 (2) (2011)
Turgay Çelik, Tardi Tjahjadi
Contextual and Variational Contrast Enhancement. IEEE Trans. Image Process. 20 (12) (2011)
Turgay Çelik, Tardi Tjahjadi
Texture Classification and Retrieval Based on Complex Wavelet Subbands. ISCIS (2010)
Turgay Çelik, Tardi Tjahjadi
Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform. IEEE Geosci. Remote. Sens. Lett. 7 (3) (2010)
Turgay Çelik, Kai-Kuang Ma
Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet Transform. IEEE Trans. Geosci. Remote. Sens. 48 (3-1) (2010)
Turgay Çelik, Huseyin Kusetogullari
Solar-Powered Automated Road Surveillance System for Speed Violation Detection. IEEE Trans. Ind. Electron. 57 (9) (2010)
Turgay Çelik
A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images. Signal Process. 90 (5) (2010)
Turgay Çelik
Change Detection in Satellite Images Using a Genetic Algorithm Approach. IEEE Geosci. Remote. Sens. Lett. 7 (2) (2010)
Turgay Çelik
Image change detection using Gaussian mixture model and genetic algorithm. J. Vis. Commun. Image Represent. 21 (8) (2010)
Turgay Çelik, Tardi Tjahjadi
Unsupervised colour image segmentation using dual-tree complex wavelet transform. Comput. Vis. Image Underst. 114 (7) (2010)
Turgay Çelik, Chandra V. Curtis
Resolution selective change detection in satellite images. ICASSP (2010)
Turgay Çelik
Unsupervised multiscale change detection in multitemporal synthetic aperture radar images. EUSIPCO (2009)
Turgay Çelik, Tardi Tjahjadi
Multiscale texture classification using dual-tree complex wavelet transform. Pattern Recognit. Lett. 30 (3) (2009)
Turgay Çelik
Multiscale Change Detection in Multitemporal Satellite Images. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Turgay Çelik
Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k -Means Clustering. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Turgay Çelik, Huseyin Kusetogullari
Self-sampled image resolution enhancement using dual-tree complex wavelet transform. EUSIPCO (2009)
Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel
Facial feature extraction using complex dual-tree wavelet transform. Comput. Vis. Image Underst. 111 (2) (2008)
Turgay Çelik, Kai-Kuang Ma
Moving Video Object Edge Detection Using Complex Wavelets. PCM (2008)
Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu
Fire detection using statistical color model in video sequences. J. Vis. Commun. Image Represent. 18 (2) (2007)
Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel
Fire and smoke detection without sensors: Image processing based approach. EUSIPCO (2007)
Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel
Fire Pixel Classification using Fuzzy Logic and Statistical Color Model. ICASSP (1) (2007)
Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu
Fire Detection in Video Sequences Using Statistical Color Model. ICASSP (2) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Turgay Çelik