Koray Kayabol

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 32

Top Topics

Gaussian Mixture Model

Semantic Segmentation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Digit. Signal Process.

Publications

Alper Balmumcu, Koray Kayabol, Esra Erten
Machine Learning-based Crop Yield Prediction by Data Augmentation. SIU (2024)
Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
Unsupervised domain adaptation for the semantic segmentation of remote sensing images via a class-aware Fourier transform and a fine-grained discriminator. Digit. Signal Process. 151 (2024)
Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks. JURSE (2023)
Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
Group Equivariant U-Net for the Semantic Segmentation of SAR Images. SIU (2022)
Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol
SOMPT22: A Surveillance Oriented Multi-pedestrian Tracking Dataset. ECCV Workshops (5) (2022)
Koray Kayabol, Ensar Burak Aytekin, Sertaç Arisoy, Ercan Engin Kuruoglu
Hyperspectral Anomaly Detection with Multivariate Skewed t Background Model. SIU (2022)
Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol
SOMPT22: A Surveillance Oriented Multi-Pedestrian Tracking Dataset. CoRR (2022)
Koray Kayabol, Ensar Burak Aytekin, Sertac Arisoy, Ercan Engin Kuruoglu
Skewed t-Distribution for Hyperspectral Anomaly Detection Based on Autoencoder. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol
Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sarmad F. Ismael, Koray Kayabol, Erchan Aptoula
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing. CoRR (2022)
Sertac Arisoy, Koray Kayabol
Nonparametric Bayesian background estimation for hyperspectral anomaly detection. Digit. Signal Process. 111 (2021)
Sezer Kutluk, Koray Kayabol, Aydin Akan
A new CNN training approach with application to hyperspectral image classification. Digit. Signal Process. 113 (2021)
Fatma Nur Yilmaz, Sertaç Arisoy, Koray Kayabol
Unsupervised Hyperspectral Anomaly Detection with Convolutional Neural Networks. SIU (2021)
Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks. SIU (2020)
Koray Kayabol
Approximate Sparse Multinomial Logistic Regression for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 42 (2) (2020)
Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol
GAN-based Hyperspectral Anomaly Detection. EUSIPCO (2020)
Sertac Arisoy, Koray Kayabol
Anomaly Detection In Hyperspectral Images Via Superpixel Segmentation And Unsupervised Background Learning. WHISPERS (2019)
Ayse Tombak, Ilter Turkmenli, Erchan Aptoula, Koray Kayabol
Pixel-Based Classification of SAR Images Using Feature Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 16 (4) (2019)
Ilter Türkmenli, Koray Kayabol
Ensemble Learning Based Classification of High Resolution SAR Images. SIU (2019)
Sezer Kutluk, Koray Kayabol, Aydin Akan
Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression. EUSIPCO (2019)
Sadettin Durmus Talipoglu, Koray Kayabol, Kutalmis Gokalp Ince
A comparative study on fusion of visible and infrared images. SIU (2018)
Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
Comparison of semantic classification algorithms on SAR images. SIU (2018)
Sezer Kutluk, Koray Kayabol, Aydin Akan
A discriminative model for contextual classification of hyperspectral images. SIU (2018)
Yunus Emre Sahin, Sertac Arisoy, Koray Kayabol
Anomaly detection with Bayesian Gauss Background Model in hyperspectral images. SIU (2018)
Ayse Tombak, Erchan Aptoula, Koray Kayabol
Pixel-based classification of SAR images using features. SIU (2018)
Sertac Arisoy, Koray Kayabol
Classification of local SAR features with convolutional neural network. SIU (2017)
Sertac Arisoy, Koray Kayabol
Mixture-Based Superpixel Segmentation and Classification of SAR Images. IEEE Geosci. Remote. Sens. Lett. 13 (11) (2016)
Koray Kayabol, Sezer Kutluk
Bayesian classification of hyperspectral images using spatially-varying Gaussian mixture model. Digit. Signal Process. 59 (2016)
Sezer Kutluk, Koray Kayabol, Aydin Akan
A probabilistic method for the classification of hyperspectral images. SIU (2016)
Sezer Kutluk, Koray Kayabol, Aydin Akan
Classification of hyperspectral images using mixture of probabilistic PCA models. EUSIPCO (2016)
Sertac Arisoy, Koray Kayabol
Comparison of superpixel algorithms on hyperspectral images. SIU (2016)
Koray Kayabol
Bayesian Gaussian mixture model for spatial-spectral classification of hyperspectral images. EUSIPCO (2015)
Koray Kayabol
Histogram-Based Contextual Classification of SAR Images. IEEE Geosci. Remote. Sens. Lett. 12 (1) (2015)
Koray Kayabol
Model-based superpixel segmentation of SAR images. EUSIPCO (2015)
Sertac Arisoy, Koray Kayabol
Superpixel-based classification of SAR images. SIU (2015)
Koray Kayabol
Local histogram based classification of SAR images using spatially dependent mixtures. ICIP (2014)
Koray Kayabol, Josiane Zerubia
Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model. IEEE Trans. Image Process. 22 (2) (2013)
Koray Kayabol, Bilge Günsel
Unsupervised classification of SAR images using normalized gamma process mixtures. Digit. Signal Process. 23 (5) (2013)
Koray Kayabol, Bilge Günsel
SAR image classification with normalized gamma process mixtures. ICIP (2013)
Koray Kayabol
Latent variable based spatial clustering with background noise. SIU (2012)
Koray Kayabol
Region-based Unsupervised Classification of SAR Images. ERCIM News 2012 (89) (2012)
Koray Kayabol, Josiane Zerubia
A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. IGARSS (2012)
Koray Kayabol, Josiane Zerubia
An hierarchical approach for model-based classification of SAR images. SIU (2012)
Diego Herranz, Francisco Argüeso, Emanuele Salerno, Ercan E. Kuruoglu, Koray Kayabol
Bayesian MAP detection of extragalactic point sources in microwave astronomical images. ICIP (2011)
Koray Kayabol, Aurélie Voisin, Josiane Zerubia
SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. ICIP (2011)
Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia
Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. MUSCLE (2011)
Koray Kayabol, Ercan E. Kuruoglu, José Luis Sanz, Bülent Sankur, Emanuele Salerno, Diego Herranz
Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps. IEEE Trans. Image Process. 19 (9) (2010)
Koray Kayabol, Ercan E. Kuruoglu
-Distribution Prior for Image Source Separation from Blurred Observations. LVA/ICA (2010)
Qing Yan, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Koray Kayabol
Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information. LVA/ICA (2010)
Koray Kayabol, Emanuele Salerno, José Luis Sanz, Diego Herranz, Ercan E. Kuruoglu
Blind source separation from multi-channel observations with channel-variant spatial resolutions. EUSIPCO (2010)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
Image Source Separation Using Color Channel Dependencies. ICA (2009)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur, Emanuele Salerno, Luigi Bedini
Fast MCMC separation for MRF modelled astrophysical components. ICIP (2009)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
Bayesian Separation of Images Modeled With MRFs Using MCMC. IEEE Trans. Image Process. 18 (5) (2009)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
Image separation using iterated posterior point estimation. EUSIPCO (2008)
Koray Kayabol, Bülent Sankur, Ercan E. Kuruoglu
Source separation in images via MRFS with variational approximation. EUSIPCO (2007)
Emir Tufan Akman, Koray Kayabol
The Use of CNN for 2D Two-Channel DC IIR Filter Bank Design. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2002)