Koray Kayabol - RankMe

60 papers B 5C 1Journal 21Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Comparative Domain Generalization Study for SAR Image-Based Flood Segmentation. JURSE Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
2025	J	`jnl`	SMaRT: Stick via Motion and Recognition Tracker. IEEE Access Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol
2024	J	`jnl`	HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation. IEEE Geosci. Remote. Sens. Lett. Ilter Turkmenli, Erchan Aptoula, Koray Kayabol
2024	—	`conf`	Machine Learning-based Crop Yield Prediction by Data Augmentation. SIU Alper Balmumcu, Koray Kayabol, Esra Erten
2024	J	`jnl`	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. Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
2023	—	`conf`	A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks. JURSE Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
2023	J	`jnl`	Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation. IEEE Geosci. Remote. Sens. Lett. Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
2022	—	`conf`	Group Equivariant U-Net for the Semantic Segmentation of SAR Images. SIU Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
2022	—	`conf`	Hyperspectral Anomaly Detection with Multivariate Skewed t Background Model. SIU Koray Kayabol, Ensar Burak Aytekin, Sertaç Arisoy, Ercan Engin Kuruoglu
2022	J	`jnl`	SOMPT22: A Surveillance Oriented Multi-Pedestrian Tracking Dataset. CoRR Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol
2022	—	`conf`	SOMPT22: A Surveillance Oriented Multi-pedestrian Tracking Dataset. ECCV Workshops (5) Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol
2022	J	`jnl`	Skewed t-Distribution for Hyperspectral Anomaly Detection Based on Autoencoder. IEEE Geosci. Remote. Sens. Lett. Koray Kayabol, Ensar Burak Aytekin, Sertac Arisoy, Ercan Engin Kuruoglu
2022	J	`jnl`	Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing. CoRR Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
2022	J	`jnl`	Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol
2021	J	`jnl`	A new CNN training approach with application to hyperspectral image classification. Digit. Signal Process. Sezer Kutluk, Koray Kayabol, Aydin Akan
2021	J	`jnl`	Nonparametric Bayesian background estimation for hyperspectral anomaly detection. Digit. Signal Process. Sertac Arisoy, Koray Kayabol
2021	—	`conf`	Unsupervised Hyperspectral Anomaly Detection with Convolutional Neural Networks. SIU Fatma Nur Yilmaz, Sertaç Arisoy, Koray Kayabol
2020	J	`jnl`	Approximate Sparse Multinomial Logistic Regression for Classification. IEEE Trans. Pattern Anal. Mach. Intell. Koray Kayabol
2020	—	`conf`	GAN-based Hyperspectral Anomaly Detection. EUSIPCO Sertac Arisoy, Nasser M. Nasrabadi, Koray Kayabol
2020	—	`conf`	Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks. SIU Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
2019	—	`conf`	Anomaly Detection In Hyperspectral Images Via Superpixel Segmentation And Unsupervised Background Learning. WHISPERS Sertac Arisoy, Koray Kayabol
2019	—	`conf`	Ensemble Learning Based Classification of High Resolution SAR Images. SIU Ilter Türkmenli, Koray Kayabol
2019	J	`jnl`	Pixel-Based Classification of SAR Images Using Feature Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. Ayse Tombak, Ilter Turkmenli, Erchan Aptoula, Koray Kayabol
2019	—	`conf`	Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression. EUSIPCO Sezer Kutluk, Koray Kayabol, Aydin Akan
2018	—	`conf`	A comparative study on fusion of visible and infrared images. SIU Sadettin Durmus Talipoglu, Koray Kayabol, Kutalmis Gokalp Ince
2018	—	`conf`	A discriminative model for contextual classification of hyperspectral images. SIU Sezer Kutluk, Koray Kayabol, Aydin Akan
2018	—	`conf`	Anomaly detection with Bayesian Gauss Background Model in hyperspectral images. SIU Yunus Emre Sahin, Sertac Arisoy, Koray Kayabol
2018	—	`conf`	Comparison of semantic classification algorithms on SAR images. SIU Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
2018	—	`conf`	Pixel-based classification of SAR images using features. SIU Ayse Tombak, Erchan Aptoula, Koray Kayabol
2017	—	`conf`	Classification of local SAR features with convolutional neural network. SIU Sertac Arisoy, Koray Kayabol
2016	—	`conf`	A probabilistic method for the classification of hyperspectral images. SIU Sezer Kutluk, Koray Kayabol, Aydin Akan
2016	J	`jnl`	Bayesian classification of hyperspectral images using spatially-varying Gaussian mixture model. Digit. Signal Process. Koray Kayabol, Sezer Kutluk
2016	—	`conf`	Classification of hyperspectral images using mixture of probabilistic PCA models. EUSIPCO Sezer Kutluk, Koray Kayabol, Aydin Akan
2016	—	`conf`	Comparison of superpixel algorithms on hyperspectral images. SIU Sertac Arisoy, Koray Kayabol
2016	J	`jnl`	Mixture-Based Superpixel Segmentation and Classification of SAR Images. IEEE Geosci. Remote. Sens. Lett. Sertac Arisoy, Koray Kayabol
2015	—	`conf`	Bayesian Gaussian mixture model for spatial-spectral classification of hyperspectral images. EUSIPCO Koray Kayabol
2015	J	`jnl`	Histogram-Based Contextual Classification of SAR Images. IEEE Geosci. Remote. Sens. Lett. Koray Kayabol
2015	—	`conf`	Model-based superpixel segmentation of SAR images. EUSIPCO Koray Kayabol
2015	—	`conf`	Superpixel-based classification of SAR images. SIU Sertac Arisoy, Koray Kayabol
2014	B	`conf`	Local histogram based classification of SAR images using spatially dependent mixtures. ICIP Koray Kayabol
2013	B	`conf`	SAR image classification with normalized gamma process mixtures. ICIP Koray Kayabol, Bilge Günsel
2013	J	`jnl`	Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model. IEEE Trans. Image Process. Koray Kayabol, Josiane Zerubia
2013	J	`jnl`	Unsupervised classification of SAR images using normalized gamma process mixtures. Digit. Signal Process. Koray Kayabol, Bilge Günsel
2012	C	`conf`	A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. IGARSS Koray Kayabol, Josiane Zerubia
2012	—	`conf`	An hierarchical approach for model-based classification of SAR images. SIU Koray Kayabol, Josiane Zerubia
2012	—	`conf`	Latent variable based spatial clustering with background noise. SIU Koray Kayabol
2012	J	`jnl`	Region-based Unsupervised Classification of SAR Images. ERCIM News Koray Kayabol
2011	B	`conf`	Bayesian MAP detection of extragalactic point sources in microwave astronomical images. ICIP Diego Herranz, Francisco Argüeso, Emanuele Salerno, Ercan E. Kuruoglu, Koray Kayabol
2011	B	`conf`	SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. ICIP Koray Kayabol, Aurélie Voisin, Josiane Zerubia
2011	—	`conf`	Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. MUSCLE Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia
2010	J	`jnl`	Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps. IEEE Trans. Image Process. Koray Kayabol, Ercan E. Kuruoglu, José Luis Sanz, Bülent Sankur, Emanuele Salerno, Diego Herranz
2010	—	`conf`	Blind source separation from multi-channel observations with channel-variant spatial resolutions. EUSIPCO Koray Kayabol, Emanuele Salerno, José Luis Sanz, Diego Herranz, Ercan E. Kuruoglu
2010	—	`conf`	Non-stationary LVA/ICA Koray Kayabol, Ercan E. Kuruoglu
2010	—	`conf`	Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information. LVA/ICA Qing Yan, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Koray Kayabol
2009	J	`jnl`	Bayesian Separation of Images Modeled With MRFs Using MCMC. IEEE Trans. Image Process. Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
2009	B	`conf`	Fast MCMC separation for MRF modelled astrophysical components. ICIP Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur, Emanuele Salerno, Luigi Bedini
2009	—	`conf`	Image Source Separation Using Color Channel Dependencies. ICA Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
2008	—	`conf`	Image separation using iterated posterior point estimation. EUSIPCO Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
2007	—	`conf`	Source separation in images via MRFS with variational approximation. EUSIPCO Koray Kayabol, Bülent Sankur, Ercan E. Kuruoglu
2002	J	`jnl`	The Use of CNN for 2D Two-Channel DC IIR Filter Bank Design. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Emir Tufan Akman, Koray Kayabol