Koray Kayabol

According to our database, Koray Kayabol authored at least 54 papers between 2002 and 2023.

Collaborative distances:

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

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

A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks.

Ilter Turkmenli, Koray Kayabol, Erchan Aptoula

Proceedings of the Joint Urban Remote Sensing Event, 2023

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

Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks.

Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol

IEEE Geosci. Remote. Sens. Lett., 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

Group Equivariant U-Net for the Semantic Segmentation of SAR Images.

Ilter Türkmenli, Erchan Aptoula, Koray Kayabol

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Hyperspectral Anomaly Detection with Multivariate Skewed t Background Model.

Koray Kayabol, Ensar Burak Aytekin, Sertaç Arisoy, Ercan Engin Kuruoglu

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

SOMPT22: A Surveillance Oriented Multi-pedestrian Tracking Dataset.

Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

A new CNN training approach with application to hyperspectral image classification.

Sezer Kutluk, Koray Kayabol, Aydin Akan

Digit. Signal Process., 2021

Nonparametric Bayesian background estimation for hyperspectral anomaly detection.

Sertac Arisoy, Koray Kayabol

Digit. Signal Process., 2021

Unsupervised Hyperspectral Anomaly Detection with Convolutional Neural Networks.

Fatma Nur Yilmaz, Sertaç Arisoy, Koray Kayabol

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

Approximate Sparse Multinomial Logistic Regression for Classification.

Koray Kayabol

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks.

Ilter Türkmenli, Erchan Aptoula, Koray Kayabol

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

GAN-based Hyperspectral Anomaly Detection.

Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol

Proceedings of the 28th European Signal Processing Conference, 2020

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

Anomaly Detection In Hyperspectral Images Via Superpixel Segmentation And Unsupervised Background Learning.

Sertac Arisoy, Koray Kayabol

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Ensemble Learning Based Classification of High Resolution SAR Images.

Ilter Türkmenli, Koray Kayabol

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression.

Sezer Kutluk, Koray Kayabol, Aydin Akan

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Comparison of semantic classification algorithms on SAR images.

Ilter Turkmenli, Koray Kayabol, Erchan Aptoula

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Pixel-based classification of SAR images using features.

Ayse Tombak, Erchan Aptoula, Koray Kayabol

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A comparative study on fusion of visible and infrared images.

Sadettin Durmus Talipoglu, Koray Kayabol, Kutalmis Gokalp Ince

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Anomaly detection with Bayesian Gauss Background Model in hyperspectral images.

Yunus Emre Sahin, Sertac Arisoy, Koray Kayabol

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A discriminative model for contextual classification of hyperspectral images.

Sezer Kutluk, Koray Kayabol, Aydin Akan

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Classification of local SAR features with convolutional neural network.

Sertac Arisoy, Koray Kayabol

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Mixture-Based Superpixel Segmentation and Classification of SAR Images.

Sertac Arisoy, Koray Kayabol

IEEE Geosci. Remote. Sens. Lett., 2016

Bayesian classification of hyperspectral images using spatially-varying Gaussian mixture model.

Koray Kayabol, Sezer Kutluk

Digit. Signal Process., 2016

A probabilistic method for the classification of hyperspectral images.

Sezer Kutluk, Koray Kayabol, Aydin Akan

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Comparison of superpixel algorithms on hyperspectral images.

Sertac Arisoy, Koray Kayabol

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Classification of hyperspectral images using mixture of probabilistic PCA models.

Sezer Kutluk, Koray Kayabol, Aydin Akan

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Histogram-Based Contextual Classification of SAR Images.

Koray Kayabol

IEEE Geosci. Remote. Sens. Lett., 2015

Superpixel-based classification of SAR images.

Sertac Arisoy, Koray Kayabol

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Bayesian Gaussian mixture model for spatial-spectral classification of hyperspectral images.

Koray Kayabol

Proceedings of the 23rd European Signal Processing Conference, 2015

Model-based superpixel segmentation of SAR images.

Koray Kayabol

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Local histogram based classification of SAR images using spatially dependent mixtures.

Koray Kayabol

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model.

Koray Kayabol, Josiane Zerubia

IEEE Trans. Image Process., 2013

Unsupervised classification of SAR images using normalized gamma process mixtures.

Koray Kayabol, Bilge Günsel

Digit. Signal Process., 2013

SAR image classification with normalized gamma process mixtures.

Koray Kayabol, Bilge Günsel

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Region-based Unsupervised Classification of SAR Images.

Koray Kayabol

ERCIM News, 2012

An hierarchical approach for model-based classification of SAR images.

Koray Kayabol, Josiane Zerubia

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Latent variable based spatial clustering with background noise.

Koray Kayabol

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction.

Koray Kayabol, Josiane Zerubia

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM.

Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia

Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities.

Koray Kayabol, Aurélie Voisin, Josiane Zerubia

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Bayesian MAP detection of extragalactic point sources in microwave astronomical images.

Diego Herranz, Francisco Argüeso, Emanuele Salerno, Ercan E. Kuruoglu, Koray Kayabol

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

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

Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information.

Qing Yan, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Koray Kayabol

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Non-stationary <i>t</i>-Distribution Prior for Image Source Separation from Blurred Observations.

Koray Kayabol, Ercan E. Kuruoglu

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Blind source separation from multi-channel observations with channel-variant spatial resolutions.

Koray Kayabol, Emanuele Salerno, José Luis Sanz, Diego Herranz, Ercan E. Kuruoglu

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Bayesian Separation of Images Modeled With MRFs Using MCMC.

Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur

IEEE Trans. Image Process., 2009

Image Source Separation Using Color Channel Dependencies.

Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur

Proceedings of the Independent Component Analysis and Signal Separation, 2009

Fast MCMC separation for MRF modelled astrophysical components.

Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur, Emanuele Salerno, Luigi Bedini

Proceedings of the International Conference on Image Processing, 2009

2008

Image separation using iterated posterior point estimation.

Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Source separation in images via MRFS with variational approximation.

Koray Kayabol, Bülent Sankur, Ercan E. Kuruoglu

Proceedings of the 15th European Signal Processing Conference, 2007

2002

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