Turgay Çelik

Orcid: 0000-0001-6925-6010

Affiliations:
  • University of the Witwatersrand, School of Electrical and Information Engineering, Johannesburg-Braamfontein, Gauteng, ZA
  • University of Agder, Faculty of Engineering and Science, Kristiansand, Norway
  • University of Warwick, Coventry, UK (PhD 2011)


According to our database1, Turgay Çelik authored at least 97 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
LIRRN: Location-Independent Relative Radiometric Normalization of Bitemporal Remote-Sensing Images.
Sensors, April, 2024

SSLChange: A Self-Supervised Change Detection Framework Based on Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens., 2024

COUD: Continual Urbanization Detector for Time Series Building Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space.
CoRR, 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.
IEEE Access, 2024

Counterfactual Explanations With Multiple Properties in Credit Scoring.
IEEE Access, 2024

2023
Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies.
Mach. Learn. Knowl. Extr., December, 2023

Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

EquiDistribution Grid Evolution Method for Line Spectrum Estimation.
Signal Process., 2023

Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2023

Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape.
IEEE Access, 2023

Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review.
IEEE Access, 2023

Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Investigating Sentiment-Bearing Words- and Emoji-based Distant Supervision Approaches for Sentiment Analysis.
Proceedings of the Fourth workshop on Resources for African Indigenous Languages (RAIL 2023), 2023

2022
Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features.
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.
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.
Remote. Sens., 2022

Why is this an anomaly? Explaining anomalies using sequential explanations.
Pattern Recognit., 2022

An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation.
IEEE Geosci. Remote. Sens. Lett., 2022

MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Random Sampling-Based Relative Radiometric Normalization.
IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised document image binarization using a system of nonlinear partial differential equations.
Appl. Math. Comput., 2022

CArDIS: A Swedish Historical Handwritten Character and Word Dataset.
IEEE Access, 2022

Open-Source Face Recognition Frameworks: A Review of the Landscape.
IEEE Access, 2022

Toward Data-Driven Optimal Control: A Systematic Review of the Landscape.
IEEE Access, 2022

Model-Agnostic Counterfactual Explanations in Credit Scoring.
IEEE Access, 2022

2021
Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems.
IEEE Trans. Serv. Comput., 2021

A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2021

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., 2021

Comparison of Keypoint Detectors and Descriptors for Relative Radiometric Normalization of Bitemporal Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Lightweight attention convolutional neural network through network slimming for robust facial expression recognition.
Signal Image Video Process., 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.
BMC Medical Informatics Decis. Mak., 2021

Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter.
IEEE Access, 2021

Making Deep Learning-Based Predictions for Credit Scoring Explainable.
IEEE Access, 2021

FER-YOLO: Detection and Classification Based on Facial Expressions.
Proceedings of the Image and Graphics - 11th International Conference, 2021

2020
Multifocus image fusion using convolutional neural network.
Multim. Tools Appl., 2020

Entropy-Based Image Fusion with Joint Sparse Representation and Rolling Guidance Filter.
Entropy, 2020

Statistical and machine learning models in credit scoring: A systematic literature survey.
Appl. Soft Comput., 2020

2019
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., 2019

Unsupervised feature learning for spam email filtering.
Comput. Electr. Eng., 2019

2018
Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter.
IEEE Trans. Geosci. Remote. Sens., 2018

Sparse representation-based hyperspectral image classification.
Signal Image Video Process., 2018

2017
Sparse Representation-Based Hyperspectral Data Processing: Lossy Compression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Change Detection in Polarimetric SAR Images Using a Geodesic Distance Between Scattering Mechanisms.
IEEE Geosci. Remote. Sens. Lett., 2017

Semi-supervised probabilistics approach for normalising informal short text messages.
Proceedings of the 2017 Conference on Information Communication Technology and Society (ICTAS), 2017

The Wits Intelligent Teaching System: Detecting student engagement during lectures using convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Stencil Cutouts for Virtual Reality Inputs.
Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017

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

Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods.
Signal Image Video Process., 2016

Sparse representation based lossy hyperspectral data compression.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Ship detection using VIIRS sensor specific data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Unsupervised Change Detection in Multitemporal Multispectral Satellite Images Using Parallel Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Grey-wavelet: unifying grey-world and grey-edge colour constancy algorithms.
Signal Image Video Process., 2015

Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization.
Remote. Sens., 2015

Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering.
IEEE Geosci. Remote. Sens. Lett., 2015

A Reduced Uncertainty-Based Hybrid Evolutionary Algorithm for Solving Dynamic Shortest-Path Routing Problem.
J. Circuits Syst. Comput., 2015

Benchmarking of wildland fire colour segmentation algorithms.
IET Image Process., 2015

2014
Spatial Entropy-Based Global and Local Image Contrast Enhancement.
IEEE Trans. Image Process., 2014

Facial action unit intensity estimation using rotation invariant features and regression analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Comments on "A Robust Fuzzy Local Information C-Means Clustering Algorithm".
IEEE Trans. Image Process., 2013

Spatio-temporal video contrast enhancement.
IET Image Process., 2013

FRFT-based improved algorithm of unsupervised change detection in SAR images via PCA and K-means clustering.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Automatic Image Equalization and Contrast Enhancement Using Gaussian Mixture Modeling.
IEEE Trans. Image Process., 2012

Two-dimensional histogram equalization and contrast enhancement.
Pattern Recognit., 2012

Adaptive colour constancy algorithm using discrete wavelet transform.
Comput. Vis. Image Underst., 2012

2011
A multiresolution framework for computer vision-based autonomous navigation.
PhD thesis, 2011

Contextual and Variational Contrast Enhancement.
IEEE Trans. Image Process., 2011

Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours.
IEEE Trans. Geosci. Remote. Sens., 2011

Bayesian texture classification and retrieval based on multiscale feature vector.
Pattern Recognit. Lett., 2011

Bayesian change detection based on spatial sampling and Gaussian mixture model.
Pattern Recognit. Lett., 2011

Multiscale texture classification and retrieval based on magnitude and phase features of complex wavelet subbands.
Comput. Electr. Eng., 2011

2010
Solar-Powered Automated Road Surveillance System for Speed Violation Detection.
IEEE Trans. Ind. Electron., 2010

Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet Transform.
IEEE Trans. Geosci. Remote. Sens., 2010

A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images.
Signal Process., 2010

Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform.
IEEE Geosci. Remote. Sens. Lett., 2010

Change Detection in Satellite Images Using a Genetic Algorithm Approach.
IEEE Geosci. Remote. Sens. Lett., 2010

Image change detection using Gaussian mixture model and genetic algorithm.
J. Vis. Commun. Image Represent., 2010

Unsupervised colour image segmentation using dual-tree complex wavelet transform.
Comput. Vis. Image Underst., 2010

Texture Classification and Retrieval Based on Complex Wavelet Subbands.
Proceedings of the Computer and Information Sciences, 2010

Resolution selective change detection in satellite images.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Multiscale texture classification using dual-tree complex wavelet transform.
Pattern Recognit. Lett., 2009

Multiscale Change Detection in Multitemporal Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2009

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

Self-sampled image resolution enhancement using dual-tree complex wavelet transform.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Facial feature extraction using complex dual-tree wavelet transform.
Comput. Vis. Image Underst., 2008

Moving Video Object Edge Detection Using Complex Wavelets.
Proceedings of the Advances in Multimedia Information Processing, 2008

2007
Fire detection using statistical color model in video sequences.
J. Vis. Commun. Image Represent., 2007

Fire Pixel Classification using Fuzzy Logic and Statistical Color Model.
Proceedings of the IEEE International Conference on Acoustics, 2007

Fire and smoke detection without sensors: Image processing based approach.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Fire Detection in Video Sequences Using Statistical Color Model.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Automatic fire detection in video sequences.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Region-based super-resolution aided facial feature extraction from low-resolution sequences.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005


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