Oktay Karakus

According to our database, Oktay Karakus authored at least 40 papers between 2012 and 2024.

Collaborative distances:

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

2024

Robust Kalman filters based on the sub-Gaussian α-stable distribution.

Pengcheng Hao, Oktay Karakus, Alin Achim

Signal Process., 2024

LLM-Commentator: Novel fine-tuning strategies of large language models for automatic commentary generation using football event data.

Alec Cook, Oktay Karakus

Knowl. Based Syst., 2024

Dubline: a Deep Unfolding Network for B-Line Detection in Lung Ultrasound Images.

Tianqi Yang, Nantheera Anantrasirichai, Oktay Karakus, Marco Allinovi, Hatice Ceylan Koydemir, Alin Achim

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Knowledge Distillation for Road Detection Based on Cross-Model Semi-Supervised Learning.

Wanli Ma, Oktay Karakus, Paul L. Rosin

Proceedings of the IGARSS 2024, 2024

Unsupervised Structural Damage Assessment from Space Using the Segment Anything Model (USDA-SAM): A Case Study of the 2023 Turkiye Earthquake.

Sudharshan Balaji, Oktay Karakus

Proceedings of the IGARSS 2024, 2024

2023

A hybrid particle-stochastic map filter.

Pengcheng Hao, Oktay Karakus, Alin Achim

Signal Process., June, 2023

Sentiment analysis for measuring hope and fear from Reddit posts during the 2022 Russo-Ukrainian conflict.

Alessio Guerra, Oktay Karakus

Frontiers Artif. Intell., February, 2023

DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery.

Wanli Ma, Oktay Karakus, Paul L. Rosin

CoRR, 2023

Bayes-xG: Player and Position Correction on Expected Goals (xG) using Bayesian Hierarchical Approach.

Alexander Scholtes, Oktay Karakus

CoRR, 2023

A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer).

James Henry Hewitt, Oktay Karakus

CoRR, 2023

A Semi-Supervised Learning Approach for B-Line Detection in Lung Ultrasound Images.

Tianqi Yang, Nantheera Anantrasirichai, Oktay Karakus, Marco Allinovi, Alin Achim

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Confidence Guided Semi-Supervised Learning in Land Cover Classification.

Wanli Ma, Oktay Karakus, Paul L. Rosin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

A Generalized Gaussian Extension to the Rician Distribution for SAR Image Modeling.

Oktay Karakus, Ercan E. Kuruoglu, Alin Achim

IEEE Trans. Geosci. Remote. Sens., 2022

AMM-FuseNet: Attention-Based Multi-Modal Image Fusion Network for Land Cover Mapping.

Wanli Ma, Oktay Karakus, Paul L. Rosin

Remote. Sens., 2022

Cauchy-Rician Model for Backscattering in Urban SAR Images.

Oktay Karakus, Ercan E. Kuruoglu, Alin Achim, Mustafa A. Altinkaya

IEEE Geosci. Remote. Sens. Lett., 2022

Measuring Air Quality via Multimodal AI and Satellite Imagery.

Andrew Rowley, Oktay Karakus

CoRR, 2022

High-precision Density Mapping of Marine Debris and Floating Plastics via Satellite Imagery.

Henry Booth, Wanli Ma, Oktay Karakus

CoRR, 2022

Reinforcement Learning Approach to Clear Paths of Robots in Elevator Environment.

Wanli Ma, Chaoyang Wang, Jianwei Shi, Hao Hu, Yanxue Liang, Oktay Karakus

CoRR, 2022

2021

On Solving SAR Imaging Inverse Problems Using Nonconvex Regularization With a Cauchy-Based Penalty.

Oktay Karakus, Alin Achim

IEEE Trans. Geosci. Remote. Sens., 2021

Representation Learning via Cauchy Convolutional Sparse Coding.

Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim

IEEE Access, 2021

Exploiting the Dual-Tree Complex Wavelet Transform for Ship Wake Detection in SAR Imagery.

Wanli Ma, Alin Achim, Oktay Karakus

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties.

Oktay Karakus, Perla Mayo, Alin Achim

IEEE Trans. Signal Process., 2020

Correction to "Ship Wake Detection in SAR Images via Sparse Regularization".

Oktay Karakus, Igor G. Rizaev, Alin Achim

IEEE Trans. Geosci. Remote. Sens., 2020

Ship Wake Detection in SAR Images via Sparse Regularization.

Oktay Karakus, Igor G. Rizaev, Alin Achim

IEEE Trans. Geosci. Remote. Sens., 2020

Modelling impulsive noise in indoor powerline communication systems.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

Signal Image Video Process., 2020

Line Artefact Quantification in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularisation.

Oktay Karakus, Nantheera Anantrasirichai, Amazigh Aguersif, Stein Silva, Adrian Basarab, Alin Achim

CoRR, 2020

A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface.

Oktay Karakus, Igor G. Rizaev, Alin Achim

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation.

Tianqi Yang, Oktay Karakus, Alin Achim

Proceedings of the IEEE International Conference on Image Processing, 2020

The Effect Of Sea State On Ship Wake Detectability In Simulated Sar Imagery.

Igor G. Rizaev, Oktay Karakus, Stephen John Hogan, Alin Achim

Proceedings of the IEEE International Conference on Image Processing, 2020

Modelling Sea Clutter In Sar Images Using Laplace-Rician Distribution.

Oktay Karakus, Ercan E. Kuruoglu, Alin Achim

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Generalized Bayesian Model Selection for Speckle on Remote Sensing Images.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

IEEE Trans. Image Process., 2019

Ship Wake Detection in X-band SAR Images Using Sparse GMC Regularization.

Oktay Karakus, Alin Achim

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Beyond trans-dimensional RJMCMC with a case study in impulsive data modeling.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

Signal Process., 2018

2017

Bayesian Volterra system identification using reversible jump MCMC algorithm.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

Signal Process., 2017

Nonlinear model selection for PARMA processes using RJMCMC.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Long term wind speed prediction with polynomial autoregressive model.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

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

Estimation of the nonlinearity degree for polynomial autoregressiv processes with RJMCMC.

Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya

Proceedings of the 23rd European Signal Processing Conference, 2015

2013

The effect of convolutional encoder memory on the sphere decoding search radius in MIMO systems.

Oktay Karakus, Mustafa A. Altinkaya, Kagan Kilicaslan

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

European Terrestrial Digital Television standards performance comparison under AWGN channel.

Oktay Karakus, Serdar Özen

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