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koray kayabol
koray kayabol
Gebze Technical University
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Title
Cited by
Cited by
Year
Unsupervised amplitude and texture classification of SAR images with multinomial latent model
K Kayabol, J Zerubia
Image Processing, IEEE Transactions on 22 (2), 561-572, 2013
762013
Mixture-Based Superpixel Segmentation and Classification of SAR Images
S Arisoy, K Kayabol
IEEE Geoscience and Remote Sensing Letters 13 (11), 1721-1725, 2016
482016
Bayesian separation of images modeled with MRFs using MCMC
K Kayabol, EE Kuruoglu, B Sankur
IEEE Transactions on Image Processing 18 (5), 982-994, 2009
412009
Approximate sparse multinomial logistic regression for classification
K Kayabol
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (2), 490-493, 2019
332019
Correlated component analysis for diffuse component separation with error estimation on simulated Planck polarization data
S Ricciardi, A Bonaldi, P Natoli, G Polenta, C Baccigalupi, E Salerno, ...
Monthly Notices of the Royal Astronomical Society 406 (3), 1644-1658, 2010
302010
Unsupervised pixel-wise hyperspectral anomaly detection via autoencoding adversarial networks
S Arisoy, NM Nasrabadi, K Kayabol
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
292021
Pixel-Based Classification of SAR Images Using Feature Attribute Profiles
A Tombak, İ Türkmenli, E Aptoula, K Kayabol
IEEE Geoscience and Remote Sensing Letters 16 (4), 564-567, 2019
282019
Bayesian classification of hyperspectral images using spatially-varying Gaussian mixture model
K Kayabol, S Kutluk
Digital Signal Processing 59, 106-114, 2016
222016
Adaptive Langevin Sampler for Separation of -Distribution Modelled Astrophysical Maps
K Kayabol, EE Kuruoglu, JL Sanz, B Sankur, E Salerno, D Herranz
IEEE Transactions on Image Processing 19 (9), 2357-2368, 2010
212010
GAN-based Hyperspectral Anomaly Detection
S Arisoy, NM Nasrabadi, K Kayabol
2020 28th European Signal Processing Conference (EUSIPCO), 1891-1895, 2021
202021
Histogram-based contextual classification of SAR images
K Kayabol
IEEE Geoscience and Remote Sensing Letters 12 (1), 33-37, 2015
172015
A Bayesian technique for the detection of point sources in cosmic microwave background maps
F Argüeso, E Salerno, D Herranz, JL Sanz, EE Kuruoğlu, K Kayabol
Monthly Notices of the Royal Astronomical Society 414 (1), 410-417, 2011
172011
SAR image classification with non-stationary multinomial logistic mixture of amplitude and texture densities
K Kayabol, A Voisin, J Zerubia
2011 18th IEEE International Conference on Image Processing, 169-172, 2011
162011
Image source separation using color channel dependencies
K Kayabol, E Kuruoglu, B Sankur
Independent Component Analysis and Signal Separation, 499-506, 2009
152009
A new CNN training approach with application to hyperspectral image classification
S Kutluk, K Kayabol, A Akan
Digital Signal Processing 113, 103016, 2021
132021
Separating reflections from a single image using spatial smoothness and structure information
Q Yan, E Kuruoglu, X Yang, Y Xu, K Kayabol
Latent Variable Analysis and Signal Separation, 637-644, 2010
122010
Skewed t-Distribution for Hyperspectral Anomaly Detection Based on Autoencoder
K Kayabol, EB Aytekin, S Arisoy, EE Kuruoglu
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
112021
Anomaly detection with Bayesian Gauss Background Model in hyperspectral images
YE SahIn, S Arisoy, K Kayabol
2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018
112018
Classification of hyperspectral images using mixture of probabilistic PCA models
S Kutluk, K Kayabol, A Akan
2016 24th European Signal Processing Conference (EUSIPCO), 1568-1572, 2016
82016
Bayesian Gaussian mixture model for spatial-spectral classification of hyperspectral images
K Kayabol
2015 23rd European Signal Processing Conference (EUSIPCO), 1805-1809, 2015
82015
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