The Use of CNN for 2D Two-Channel DC IIR Filter Bank Design. - Emir Tufan Akman; Koray Kayabol (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002)

Source separation in images via MRFS with variational approximation. - Koray Kayabol; Bülent Sankur; Ercan E. Kuruoglu (EUSIPCO, 2007)

Image separation using iterated posterior point estimation. - Koray Kayabol; Ercan E. Kuruoglu; Bülent Sankur (EUSIPCO, 2008)

Fast MCMC separation for MRF modelled astrophysical components. - Koray Kayabol; Ercan E. Kuruoglu; Bülent Sankur; Emanuele Salerno; Luigi Bedini (ICIP, 2009)

Image Source Separation Using Color Channel Dependencies. - Koray Kayabol; Ercan E. Kuruoglu; Bülent Sankur (ICA, 2009)

Bayesian Separation of Images Modeled With MRFs Using MCMC. - Koray Kayabol; Ercan E. Kuruoglu; Bülent Sankur (IEEE Trans. Image Process., 2009)

Blind source separation from multi-channel observations with channel-variant spatial resolutions. - Koray Kayabol; Emanuele Salerno; José Luis Sanz; Diego Herranz; Ercan E. Kuruoglu (EUSIPCO, 2010)

Non-stationary t-Distribution Prior for Image Source Separation from Blurred Observations. - Koray Kayabol; Ercan E. Kuruoglu (LVA/ICA, 2010)

Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information. - Qing Yan; Ercan E. Kuruoglu; Xiaokang Yang 001; Yi Xu 001; Koray Kayabol (LVA/ICA, 2010)

Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps. - Koray Kayabol; Ercan E. Kuruoglu; José Luis Sanz; Bülent Sankur; Emanuele Salerno; Diego Herranz (IEEE Trans. Image Process., 2010)

Bayesian MAP detection of extragalactic point sources in microwave astronomical images. - Diego Herranz; Francisco Argüeso; Emanuele Salerno; Ercan E. Kuruoglu; Koray Kayabol (ICIP, 2011)

SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. - Koray Kayabol; Aurélie Voisin; Josiane Zerubia (ICIP, 2011)

Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. - Koray Kayabol; Vladimir A. Krylov; Josiane Zerubia (MUSCLE, 2011)

A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. - Koray Kayabol; Josiane Zerubia (IGARSS, 2012)

Latent variable based spatial clustering with background noise. - Koray Kayabol (SIU, 2012)

An hierarchical approach for model-based classification of SAR images. - Koray Kayabol; Josiane Zerubia (SIU, 2012)

Region-based Unsupervised Classification of SAR Images. - Koray Kayabol (ERCIM News, 2012)

SAR image classification with normalized gamma process mixtures. - Koray Kayabol; Bilge Günsel (ICIP, 2013)

Unsupervised classification of SAR images using normalized gamma process mixtures. - Koray Kayabol; Bilge Günsel (Digit. Signal Process., 2013)

Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model. - Koray Kayabol; Josiane Zerubia (IEEE Trans. Image Process., 2013)

Local histogram based classification of SAR images using spatially dependent mixtures. - Koray Kayabol (ICIP, 2014)

Model-based superpixel segmentation of SAR images. - Koray Kayabol (EUSIPCO, 2015)

Bayesian Gaussian mixture model for spatial-spectral classification of hyperspectral images. - Koray Kayabol (EUSIPCO, 2015)

Superpixel-based classification of SAR images. - Sertac Arisoy; Koray Kayabol (SIU, 2015)

Histogram-Based Contextual Classification of SAR Images. - Koray Kayabol (IEEE Geosci. Remote. Sens. Lett., 2015)

Classification of hyperspectral images using mixture of probabilistic PCA models. - Sezer Kutluk; Koray Kayabol; Aydin Akan (EUSIPCO, 2016)

Comparison of superpixel algorithms on hyperspectral images. - Sertac Arisoy; Koray Kayabol (SIU, 2016)

A probabilistic method for the classification of hyperspectral images. - Sezer Kutluk; Koray Kayabol; Aydin Akan (SIU, 2016)

Bayesian classification of hyperspectral images using spatially-varying Gaussian mixture model. - Koray Kayabol; Sezer Kutluk (Digit. Signal Process., 2016)

Mixture-Based Superpixel Segmentation and Classification of SAR Images. - Sertac Arisoy; Koray Kayabol (IEEE Geosci. Remote. Sens. Lett., 2016)

Classification of local SAR features with convolutional neural network. - Sertac Arisoy; Koray Kayabol (SIU, 2017)

A discriminative model for contextual classification of hyperspectral images. - Sezer Kutluk; Koray Kayabol; Aydin Akan (SIU, 2018)

Anomaly detection with Bayesian Gauss Background Model in hyperspectral images. - Yunus Emre Sahin; Sertac Arisoy; Koray Kayabol (SIU, 2018)

A comparative study on fusion of visible and infrared images. - Sadettin Durmus Talipoglu; Koray Kayabol; Kutalmis Gokalp Ince (SIU, 2018)

Pixel-based classification of SAR images using features. - Ayse Tombak; Erchan Aptoula; Koray Kayabol (SIU, 2018)

Comparison of semantic classification algorithms on SAR images. - Ilter Turkmenli; Koray Kayabol; Erchan Aptoula (SIU, 2018)

Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression. - Sezer Kutluk; Koray Kayabol; Aydin Akan (EUSIPCO, 2019)

Ensemble Learning Based Classification of High Resolution SAR Images. - Ilter Türkmenli; Koray Kayabol (SIU, 2019)

Anomaly Detection In Hyperspectral Images Via Superpixel Segmentation And Unsupervised Background Learning. - Sertac Arisoy; Koray Kayabol (WHISPERS, 2019)

Pixel-Based Classification of SAR Images Using Feature Attribute Profiles. - Ayse Tombak; Ilter Turkmenli; Erchan Aptoula; Koray Kayabol (IEEE Geosci. Remote. Sens. Lett., 2019)

GAN-based Hyperspectral Anomaly Detection. - Sertac Arisoy; Nasser M. Nasrabadi; Koray Kayabol (EUSIPCO, 2020)

Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks. - Ilter Türkmenli; Erchan Aptoula; Koray Kayabol (SIU, 2020)

Approximate Sparse Multinomial Logistic Regression for Classification. - Koray Kayabol (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Unsupervised Hyperspectral Anomaly Detection with Convolutional Neural Networks. - Fatma Nur Yilmaz; Sertaç Arisoy; Koray Kayabol (SIU, 2021)

Nonparametric Bayesian background estimation for hyperspectral anomaly detection. - Sertac Arisoy; Koray Kayabol (Digit. Signal Process., 2021)

A new CNN training approach with application to hyperspectral image classification. - Sezer Kutluk; Koray Kayabol; Aydin Akan (Digit. Signal Process., 2021)

SOMPT22: A Surveillance Oriented Multi-pedestrian Tracking Dataset. - Fatih Emre Simsek; Cevahir Cigla; Koray Kayabol (ECCV Workshops (5), 2022)

Hyperspectral Anomaly Detection with Multivariate Skewed t Background Model. - Koray Kayabol; Ensar Burak Aytekin; Sertaç Arisoy; Ercan Engin Kuruoglu (SIU, 2022)

Group Equivariant U-Net for the Semantic Segmentation of SAR Images. - Ilter Türkmenli; Erchan Aptoula; Koray Kayabol (SIU, 2022)

Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing. - Sarmad Fakhrulddin Ismael; Koray Kayabol; Erchan Aptoula (CoRR, 2022)

Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks. - Sertac Arisoy; Nasser M. Nasrabadi; Koray Kayabol (IEEE Geosci. Remote. Sens. Lett., 2022)

Skewed t-Distribution for Hyperspectral Anomaly Detection Based on Autoencoder. - Koray Kayabol; Ensar Burak Aytekin; Sertac Arisoy; Ercan Engin Kuruoglu (IEEE Geosci. Remote. Sens. Lett., 2022)

A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks. - Ilter Turkmenli; Koray Kayabol; Erchan Aptoula (JURSE, 2023)

Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation. - Sarmad Fakhrulddin Ismael; Koray Kayabol; Erchan Aptoula (IEEE Geosci. Remote. Sens. Lett., 2023)

Machine Learning-based Crop Yield Prediction by Data Augmentation. - Alper Balmumcu; Koray Kayabol; Esra Erten (SIU, 2024)

Unsupervised domain adaptation for the semantic segmentation of remote sensing images via a class-aware Fourier transform and a fine-grained discriminator. - Sarmad Fakhrulddin Ismael; Koray Kayabol; Erchan Aptoula (Digit. Signal Process., 2024)

HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation. - Ilter Turkmenli; Erchan Aptoula; Koray Kayabol (IEEE Geosci. Remote. Sens. Lett., 2024)

A Comparative Domain Generalization Study for SAR Image-Based Flood Segmentation. - Ilter Turkmenli; Koray Kayabol; Erchan Aptoula (JURSE, 2025)

SMaRT: Stick via Motion and Recognition Tracker. - Fatih Emre Simsek; Cevahir Cigla; Koray Kayabol (IEEE Access, 2025)