Turgay Çelik

According to our database, Turgay Çelik authored at least 73 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Torsten Schlurmann

IEEE Access, 2024

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

Mach. Learn. Knowl. Extr., December, 2023

Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images.

Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li

IEEE Trans. Geosci. Remote. Sens., 2023

Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images.

Pengfei Guo, Turgay Çelik, Nanqing Liu, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2023

Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape.

Koena Ronny Mabokela, Turgay Çelik, Mpho Raborife

IEEE Access, 2023

Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review.

Saadia Gutta Essa, Turgay Çelik, Nadia Emelia Human-Hendricks

IEEE Access, 2023

2022

Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features.

Armin Moghimi, Amin Sarmadian, Ali Mohammadzadeh, Turgay Çelik, Meisam Amani, Huseyin Kusetogullari

IEEE Trans. Geosci. 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, Brian Brisco, Meisam Amani

Remote. Sens., 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, Brian Brisco, Meisam Amani

Remote. Sens., 2022

An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images.

Tingyu Zhao, Nanqing Liu, Turgay Çelik, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2022

A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation.

Yitao Zhao, Turgay Çelik, Nanqing Liu, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2022

MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification.

Nanqing Liu, Turgay Çelik, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2022

Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images.

Nanqing Liu, Turgay Çelik, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2022

Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images.

Qingsong Du, Turgay Çelik, Qianli Wang, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2022

Random Sampling-Based Relative Radiometric Normalization.

Wessel Bonnet, Turgay Çelik

IEEE Geosci. Remote. Sens. Lett., 2022

CArDIS: A Swedish Historical Handwritten Character and Word Dataset.

Amir Yavariabdi, Huseyin Kusetogullari, Turgay Çelik, Shivani Thummanapally, Sakib Rijwan, Johan Hall

IEEE Access, 2022

Open-Source Face Recognition Frameworks: A Review of the Landscape.

David Wanyonyi, Turgay Çelik

IEEE Access, 2022

Toward Data-Driven Optimal Control: A Systematic Review of the Landscape.

Krupa Prag, Matthew Woolway, Turgay Çelik

IEEE Access, 2022

Model-Agnostic Counterfactual Explanations in Credit Scoring.

Xolani Dastile, Turgay Çelik, Hans Vandierendonck

IEEE Access, 2022

2021

Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems.

Abraham Mukosi Mukwevho, Turgay Çelik

IEEE Trans. Serv. Comput., 2021

A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images.

Armin Moghimi, Ali Mohammadzadeh, Turgay Çelik, Meisam Amani

IEEE Trans. Geosci. 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

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, Ali Mohammadzadeh, Huseyin Kusetogullari

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images.

Nanqing Liu, Turgay Çelik, Tingyu Zhao, Chao Zhang, Heng-Chao Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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, Jaya Anna George, Deborah Kim Glencross

BMC Medical Informatics Decis. Mak., 2021

Making Deep Learning-Based Predictions for Credit Scoring Explainable.

Xolani Dastile, Turgay Çelik

IEEE Access, 2021

FER-YOLO: Detection and Classification Based on Facial Expressions.

Hui Ma, Turgay Çelik, Hengchao Li

Proceedings of the Image and Graphics - 11th International Conference, 2021

2020

Statistical and machine learning models in credit scoring: A systematic literature survey.

Xolani Dastile, Turgay Çelik, Moshe Potsane

Appl. Soft Comput., 2020

2019

Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion.

Gang Yang, Heng-Chao Li, Wen Yang, Kun Fu, Turgay Çelik, William J. Emery

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Unsupervised feature learning for spam email filtering.

Melvin Diale, Turgay Çelik, Christiaan van der Walt

Comput. Electr. Eng., 2019

2018

Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter.

Shilpa Suresh, Shyam Lal, Chen Chen, Turgay Çelik

IEEE Trans. Geosci. Remote. Sens., 2018

Sparse representation-based hyperspectral image classification.

Hairong Wang, Turgay Çelik

Signal Image Video Process., 2018

2017

Sparse Representation-Based Hyperspectral Data Processing: Lossy Compression.

Hairong Wang, Turgay Çelik

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Change Detection in Polarimetric SAR Images Using a Geodesic Distance Between Scattering Mechanisms.

Debanshu Ratha, Shaunak De, Turgay Çelik, Avik Bhattacharya

IEEE Geosci. Remote. Sens. Lett., 2017

2016

Spatial Mutual Information and PageRank-Based Contrast Enhancement and Quality-Aware Relative Contrast Measure.

Turgay Çelik

IEEE Trans. Image Process., 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, Moulay Akhloufi

Signal Image Video Process., 2016

2015

Unsupervised Change Detection in Multitemporal Multispectral Satellite Images Using Parallel Particle Swarm Optimization.

Huseyin Kusetogullari, Amir Yavariabdi, Turgay Çelik

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Grey-wavelet: unifying grey-world and grey-edge colour constancy algorithms.

Turgay Çelik, Zeki Yetgin

Signal Image Video Process., 2015

Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization.

Yi Long, Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery

Remote. Sens., 2015

Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering.

Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery

IEEE Geosci. Remote. Sens. Lett., 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

J. Circuits Syst. Comput., 2015

Benchmarking of wildland fire colour segmentation algorithms.

Tom Toulouse, Lucile Rossi, Moulay Akhloufi, Turgay Çelik, Xavier Maldague

IET Image Process., 2015

2014

Spatial Entropy-Based Global and Local Image Contrast Enhancement.

Turgay Çelik

IEEE Trans. Image Process., 2014

2013

Comments on "A Robust Fuzzy Local Information C-Means Clustering Algorithm".

Turgay Çelik, Hwee Kuan Lee

IEEE Trans. Image Process., 2013

Spatio-temporal video contrast enhancement.

Turgay Çelik

IET Image Process., 2013

2012

Automatic Image Equalization and Contrast Enhancement Using Gaussian Mixture Modeling.

Turgay Çelik, Tardi Tjahjadi

IEEE Trans. Image Process., 2012

Two-dimensional histogram equalization and contrast enhancement.

Turgay Çelik

Pattern Recognit., 2012

Adaptive colour constancy algorithm using discrete wavelet transform.

Turgay Çelik, Tardi Tjahjadi

Comput. Vis. Image Underst., 2012

2011

A multiresolution framework for computer vision-based autonomous navigation.

Turgay Çelik

PhD thesis, 2011

Contextual and Variational Contrast Enhancement.

Turgay Çelik, Tardi Tjahjadi

IEEE Trans. Image Process., 2011

Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours.

Turgay Çelik, Kai-Kuang Ma

IEEE Trans. Geosci. Remote. Sens., 2011

Bayesian texture classification and retrieval based on multiscale feature vector.

Turgay Çelik, Tardi Tjahjadi

Pattern Recognit. Lett., 2011

Bayesian change detection based on spatial sampling and Gaussian mixture model.

Turgay Çelik

Pattern Recognit. Lett., 2011

Multiscale texture classification and retrieval based on magnitude and phase features of complex wavelet subbands.

Turgay Çelik, Tardi Tjahjadi

Comput. Electr. Eng., 2011

2010

Solar-Powered Automated Road Surveillance System for Speed Violation Detection.

Turgay Çelik, Huseyin Kusetogullari

IEEE Trans. Ind. Electron., 2010

Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet Transform.

Turgay Çelik, Kai-Kuang Ma

IEEE Trans. Geosci. Remote. Sens., 2010

A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images.

Turgay Çelik

Signal Process., 2010

Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform.

Turgay Çelik, Tardi Tjahjadi

IEEE Geosci. Remote. Sens. Lett., 2010

Change Detection in Satellite Images Using a Genetic Algorithm Approach.

Turgay Çelik

IEEE Geosci. Remote. Sens. Lett., 2010

Image change detection using Gaussian mixture model and genetic algorithm.

Turgay Çelik

J. Vis. Commun. Image Represent., 2010

Unsupervised colour image segmentation using dual-tree complex wavelet transform.

Turgay Çelik, Tardi Tjahjadi

Comput. Vis. Image Underst., 2010

2009

Multiscale texture classification using dual-tree complex wavelet transform.

Turgay Çelik, Tardi Tjahjadi

Pattern Recognit. Lett., 2009

Multiscale Change Detection in Multitemporal Satellite Images.

Turgay Çelik

IEEE Geosci. Remote. Sens. Lett., 2009

Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k -Means Clustering.

Turgay Çelik

IEEE Geosci. Remote. Sens. Lett., 2009

Self-sampled image resolution enhancement using dual-tree complex wavelet transform.

Turgay Çelik, Huseyin Kusetogullari

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Facial feature extraction using complex dual-tree wavelet transform.

Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel

Comput. Vis. Image Underst., 2008

2007

Fire detection using statistical color model in video sequences.

Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu

J. Vis. Commun. Image Represent., 2007

Fire Pixel Classification using Fuzzy Logic and Statistical Color Model.

Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel

Proceedings of the IEEE International Conference on Acoustics, 2007

Fire and smoke detection without sensors: Image processing based approach.

Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Fire Detection in Video Sequences Using Statistical Color Model.

Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Automatic fire detection in video sequences.

Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences.

Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Region-based super-resolution aided facial feature extraction from low-resolution sequences.

Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005