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ORCIDTurgay Çelik 0001
Person information
- affiliation: University of the Witwatersrand, School of Electrical and Information Engineering, Johannesburg-Braamfontein, Gauteng, ZA
- affiliation: University of Agder, Faculty of Engineering and Science, Kristiansand, Norway
- affiliation (PhD 2011): University of Warwick, Coventry, UK
Other persons with the same name
- Turgay Çelik — disambiguation page
- Turgay Çelik 0002
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— MilSOFT Software Technologies Corporation, Ankara, Turkey (and 2 more)
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2020 – today
- 2024
[j75]Armin Moghimi, Mario Welzel, Turgay Çelik, Torsten Schlurmann:
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 12: 52067-52085 (2024)- [j74]Xolani Dastile, Turgay Çelik:
Counterfactual Explanations With Multiple Properties in Credit Scoring. IEEE Access 12: 110713-110728 (2024) - [j73]Armin Moghimi, Vahid Sadeghi, Amin Mohsenifar, Turgay Çelik, Ali Mohammadzadeh:
LIRRN: Location-Independent Relative Radiometric Normalization of Bitemporal Remote-Sensing Images. Sensors 24(7): 2272 (2024) - [j72]Yitao Zhao, Heng-Chao Li, Sen Lei, Nanqing Liu, Jie Pan, Turgay Çelik:
COUD: Continual Urbanization Detector for Time Series Building Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19601-19615 (2024) - [j71]Yitao Zhao, Turgay Çelik, Nanqing Liu, Feng Gao, Heng-Chao Li:
SSLChange: A Self-Supervised Change Detection Framework Based on Domain Adaptation. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [i4]Hui Ma, Sen Lei, Turgay Çelik, Heng-Chao Li:
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space. CoRR abs/2405.01828 (2024) - [i3]Yitao Zhao, Turgay Çelik, Nanqing Liu, Feng Gao, Heng-Chao Li:
SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation. CoRR abs/2405.18224 (2024) - 2023
- [j70]Koena Ronny Mabokela, Turgay Çelik, Mpho Raborife:
Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape. IEEE Access 11: 15996-16020 (2023) - [j69]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: 48392-48409 (2023) - [j68]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: 1-5 (2023) - [j67]Michael Mapundu, Chodziwadziwa W. Kabudula, Eustasius Musenge, Victor Olago, Turgay Çelik:
Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies. Mach. Learn. Knowl. Extr. 5(4): 1570-1588 (2023) - [j66]Qianli Wang, Zheng Ma, Turgay Çelik:
EquiDistribution Grid Evolution Method for Line Spectrum Estimation. Signal Process. 202: 108756 (2023) - [j65]Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li:
Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c20]Koena Ronny Mabokela, Mpho Raborife, Turgay Çelik:
Investigating Sentiment-Bearing Words- and Emoji-based Distant Supervision Approaches for Sentiment Analysis. RAIL 2023: 115-125 - [c19]Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara:
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. SMC 2023: 1910-1917 - [i2]Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li:
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images. CoRR abs/2303.06817 (2023) - [i1]Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara:
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. CoRR abs/2306.14933 (2023) - 2022
- [j64]Krupa Prag, Matthew Woolway, Turgay Çelik:
Toward Data-Driven Optimal Control: A Systematic Review of the Landscape. IEEE Access 10: 32190-32212 (2022) - [j63]David Wanyonyi, Turgay Çelik:
Open-Source Face Recognition Frameworks: A Review of the Landscape. IEEE Access 10: 50601-50623 (2022) - [j62]Amir Yavariabdi, Huseyin Kusetogullari, Turgay Çelik, Shivani Thummanapally, Sakib Rijwan, Johan Hall:
CArDIS: A Swedish Historical Handwritten Character and Word Dataset. IEEE Access 10: 55338-55349 (2022) - [j61]Xolani Dastile, Turgay Çelik, Hans Vandierendonck:
Model-Agnostic Counterfactual Explanations in Credit Scoring. IEEE Access 10: 69543-69554 (2022) - [j60]Byron A. Jacobs, Turgay Çelik:
Unsupervised document image binarization using a system of nonlinear partial differential equations. Appl. Math. Comput. 418: 126806 (2022) - [j59]Wessel Bonnet, Turgay Çelik:
Random Sampling-Based Relative Radiometric Normalization. IEEE Geosci. Remote. Sens. Lett. 19: 1-4 (2022) - [j58]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: 1-5 (2022) - [j57]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: 1-5 (2022) - [j56]Nanqing Liu, Turgay Çelik, Heng-Chao Li:
MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j55]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: 1-5 (2022) - [j54]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: 1-5 (2022) - [j53]Tshepiso Mokoena, Turgay Çelik, Vukosi Marivate:
Why is this an anomaly? Explaining anomalies using sequential explanations. Pattern Recognit. 121: 108227 (2022) - [j52]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): 1777 (2022) - [j51]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): 5898 (2022) - [j50]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: 1-20 (2022) - 2021
- [j49]Xolani Dastile, Turgay Çelik:
Making Deep Learning-Based Predictions for Credit Scoring Explainable. IEEE Access 9: 50426-50440 (2021) - [j48]Krupa Prag, Matthew Woolway, Turgay Çelik:
Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter. IEEE Access 9: 101902-101915 (2021) - [j47]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): 330 (2021) - [j46]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): 1507-1515 (2021) - [j45]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: 4063-4073 (2021) - [j44]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: 7349-7358 (2021) - [j43]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: 12557-12568 (2021) - [j42]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): 2503-2519 (2021) - [j41]Abraham Mukosi Mukwevho, Turgay Çelik:
Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems. IEEE Trans. Serv. Comput. 14(2): 589-605 (2021) - [c18]Hui Ma, Turgay Çelik, Hengchao Li:
FER-YOLO: Detection and Classification Based on Facial Expressions. ICIG (1) 2021: 28-39 - 2020
- [j40]Xolani Dastile, Turgay Çelik, Moshe Potsane:
Statistical and machine learning models in credit scoring: A systematic literature survey. Appl. Soft Comput. 91: 106263 (2020) - [j39]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): 118 (2020) - [j38]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): 34531-34543 (2020)
2010 – 2019
- 2019
- [j37]Melvin Diale, Turgay Çelik, Christiaan van der Walt:
Unsupervised feature learning for spam email filtering. Comput. Electr. Eng. 74: 89-104 (2019) - [j36]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): 849-861 (2019) - 2018
- [j35]Hairong Wang, Turgay Çelik:
Sparse representation-based hyperspectral image classification. Signal Image Video Process. 12(5): 1009-1017 (2018) - [j34]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): 4334-4345 (2018) - 2017
- [j33]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): 1066-1070 (2017) - [j32]Hairong Wang, Turgay Çelik:
Sparse Representation-Based Hyperspectral Data Processing: Lossy Compression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 2036-2045 (2017) - [c17]Natalie Ausmeier, Turgay Çelik:
Stencil Cutouts for Virtual Reality Inputs. ICCAE 2017: 31-35 - [c16]Richard Klein, Turgay Çelik:
The Wits Intelligent Teaching System: Detecting student engagement during lectures using convolutional neural networks. ICIP 2017: 2856-2860 - [c15]Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Melvin Diale:
Semi-supervised probabilistics approach for normalising informal short text messages. ICTAS 2017: 1-8 - 2016
- [j31]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): 647-654 (2016) - [j30]Turgay Çelik:
Spatial Mutual Information and PageRank-Based Contrast Enhancement and Quality-Aware Relative Contrast Measure. IEEE Trans. Image Process. 25(10): 4719-4728 (2016) - [c14]Benjamin Lebona, Waldo Kleynhans, Turgay Çelik, Lizwe Mdakane:
Ship detection using VIIRS sensor specific data. IGARSS 2016: 1245-1247 - [c13]Hairong Wang, Turgay Çelik:
Sparse representation based lossy hyperspectral data compression. IGARSS 2016: 2761-2764 - 2015
- [j29]Tom Toulouse, Lucile Rossi, Moulay Akhloufi, Turgay Çelik, Xavier Maldague:
Benchmarking of wildland fire colour segmentation algorithms. IET Image Process. 9(12): 1064-1072 (2015) - [j28]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): 1550067:1-1550067:42 (2015) - [j27]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): 2458-2462 (2015) - [j26]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): 7785-7808 (2015) - [j25]Turgay Çelik, Zeki Yetgin:
Grey-wavelet: unifying grey-world and grey-edge colour constancy algorithms. Signal Image Video Process. 9(8): 1889-1896 (2015) - [j24]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): 2151-2164 (2015) - 2014
- [j23]Turgay Çelik:
Spatial Entropy-Based Global and Local Image Contrast Enhancement. IEEE Trans. Image Process. 23(12): 5298-5308 (2014) - [c12]Deniz Bingol, Turgay Çelik, Christian W. Omlin, Hima B. Vadapalli:
Facial action unit intensity estimation using rotation invariant features and regression analysis. ICIP 2014: 1381-1385 - 2013
- [j22]Turgay Çelik:
Spatio-temporal video contrast enhancement. IET Image Process. 7(6): 543-555 (2013) - [j21]Turgay Çelik, Hwee Kuan Lee:
Comments on "A Robust Fuzzy Local Information C-Means Clustering Algorithm". IEEE Trans. Image Process. 22(3): 1258-1261 (2013) - [c11]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: 1952-1955 - 2012
- [j20]Turgay Çelik, Tardi Tjahjadi:
Adaptive colour constancy algorithm using discrete wavelet transform. Comput. Vis. Image Underst. 116(4): 561-571 (2012) - [j19]Turgay Çelik:
Two-dimensional histogram equalization and contrast enhancement. Pattern Recognit. 45(10): 3810-3824 (2012) - [j18]Turgay Çelik, Tardi Tjahjadi:
Automatic Image Equalization and Contrast Enhancement Using Gaussian Mixture Modeling. IEEE Trans. Image Process. 21(1): 145-156 (2012) - 2011
- [b1]Turgay Çelik:
A multiresolution framework for computer vision-based autonomous navigation. University of Warwick, Coventry, UK, 2011 - [j17]Turgay Çelik, Tardi Tjahjadi:
Multiscale texture classification and retrieval based on magnitude and phase features of complex wavelet subbands. Comput. Electr. Eng. 37(5): 729-743 (2011) - [j16]Turgay Çelik, Tardi Tjahjadi:
Bayesian texture classification and retrieval based on multiscale feature vector. Pattern Recognit. Lett. 32(2): 159-167 (2011) - [j15]Turgay Çelik:
Bayesian change detection based on spatial sampling and Gaussian mixture model. Pattern Recognit. Lett. 32(12): 1635-1642 (2011) - [j14]Turgay Çelik, Kai-Kuang Ma:
Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours. IEEE Trans. Geosci. Remote. Sens. 49(2): 706-716 (2011) - [j13]Turgay Çelik, Tardi Tjahjadi:
Contextual and Variational Contrast Enhancement. IEEE Trans. Image Process. 20(12): 3431-3441 (2011) - 2010
- [j12]Turgay Çelik, Tardi Tjahjadi:
Unsupervised colour image segmentation using dual-tree complex wavelet transform. Comput. Vis. Image Underst. 114(7): 813-826 (2010) - [j11]Turgay Çelik:
Image change detection using Gaussian mixture model and genetic algorithm. J. Vis. Commun. Image Represent. 21(8): 965-974 (2010) - [j10]Turgay Çelik:
Change Detection in Satellite Images Using a Genetic Algorithm Approach. IEEE Geosci. Remote. Sens. Lett. 7(2): 386-390 (2010) - [j9]Turgay Çelik, Tardi Tjahjadi:
Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform. IEEE Geosci. Remote. Sens. Lett. 7(3): 554-557 (2010) - [j8]Turgay Çelik:
A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images. Signal Process. 90(5): 1471-1485 (2010) - [j7]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): 1199-1210 (2010) - [j6]Turgay Çelik, Huseyin Kusetogullari:
Solar-Powered Automated Road Surveillance System for Speed Violation Detection. IEEE Trans. Ind. Electron. 57(9): 3216-3227 (2010) - [c10]Turgay Çelik, Chandra V. Curtis:
Resolution selective change detection in satellite images. ICASSP 2010: 970-973 - [c9]Turgay Çelik, Tardi Tjahjadi:
Texture Classification and Retrieval Based on Complex Wavelet Subbands. ISCIS 2010: 259-264
2000 – 2009
- 2009
- [j5]Turgay Çelik:
Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k -Means Clustering. IEEE Geosci. Remote. Sens. Lett. 6(4): 772-776 (2009) - [j4]Turgay Çelik:
Multiscale Change Detection in Multitemporal Satellite Images. IEEE Geosci. Remote. Sens. Lett. 6(4): 820-824 (2009) - [j3]Turgay Çelik, Tardi Tjahjadi:
Multiscale texture classification using dual-tree complex wavelet transform. Pattern Recognit. Lett. 30(3): 331-339 (2009) - [c8]Turgay Çelik, Huseyin Kusetogullari:
Self-sampled image resolution enhancement using dual-tree complex wavelet transform. EUSIPCO 2009: 2017-2021 - 2008
- [j2]Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel:
Facial feature extraction using complex dual-tree wavelet transform. Comput. Vis. Image Underst. 111(2): 229-246 (2008) - [c7]Turgay Çelik, Kai-Kuang Ma:
Moving Video Object Edge Detection Using Complex Wavelets. PCM 2008: 259-268 - 2007
- [j1]Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu:
Fire detection using statistical color model in video sequences. J. Vis. Commun. Image Represent. 18(2): 176-185 (2007) - [c6]Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel:
Fire and smoke detection without sensors: Image processing based approach. EUSIPCO 2007: 1794-1798 - [c5]Turgay Çelik, Hüseyin Özkaramanli, Hasan Demirel:
Fire Pixel Classification using Fuzzy Logic and Statistical Color Model. ICASSP (1) 2007: 1205-1208 - 2006
- [c4]Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli:
Automatic fire detection in video sequences. EUSIPCO 2006: 1-5 - [c3]Turgay Çelik, Hasan Demirel, Hüseyin Özkaramanli, Mustafa Uyguroglu:
Fire Detection in Video Sequences Using Statistical Color Model. ICASSP (2) 2006: 213-216 - 2005
- [c2]Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu:
Region-based super-resolution aided facial feature extraction from low-resolution sequences. ICASSP (2) 2005: 789-792 - [c1]Turgay Çelik, Cem Direkoglu, Hüseyin Özkaramanli, Hasan Demirel, Mustafa Uyguroglu:
Enhanced Facial Feature Extraction Using Region-Based Super-Resolution Aided Video Sequences. ICIAR 2005: 1141-1148
Coauthor Index
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