Oktay Karakus

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Convex Optimisation

Model Selection

Remote Sensing Imagery

Top Venues

Signal Process.

IEEE Trans. Geosci. Remote. Sens.

Publications

Wanli Ma, Oktay Karakus, Paul L. Rosin
Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning. CoRR (2024)
Pengcheng Hao, Oktay Karakus, Alin Achim
Robust Kalman filters based on the sub-Gaussian α-stable distribution. Signal Process. 224 (2024)
Alec Cook, Oktay Karakus
LLM-Commentator: Novel fine-tuning strategies of large language models for automatic commentary generation using football event data. Knowl. Based Syst. 300 (2024)
Pengcheng Hao, Oktay Karakus, Alin Achim
A hybrid particle-stochastic map filter. Signal Process. 207 (2023)
Alexander Scholtes, Oktay Karakus
Bayes-xG: Player and Position Correction on Expected Goals (xG) using Bayesian Hierarchical Approach. CoRR (2023)
Wanli Ma, Oktay Karakus, Paul L. Rosin
Confidence-Guided Semi-supervised Learning in Land Cover Classification. CoRR (2023)
James Henry Hewitt, Oktay Karakus
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer). CoRR (2023)
Alessio Guerra, Oktay Karakus
Sentiment Analysis for Measuring Hope and Fear from Reddit Posts During the 2022 Russo-Ukrainian Conflict. CoRR (2023)
Wanli Ma, Oktay Karakus, Paul L. Rosin
Confidence Guided Semi-Supervised Learning in Land Cover Classification. IGARSS (2023)
Tianqi Yang, Nantheera Anantrasirichai, Oktay Karakus, Marco Allinovi, Alin Achim
A Semi-Supervised Learning Approach for B-Line Detection in Lung Ultrasound Images. ISBI (2023)
Alessio Guerra, Oktay Karakus
Sentiment analysis for measuring hope and fear from Reddit posts during the 2022 Russo-Ukrainian conflict. Frontiers Artif. Intell. 6 (2023)
Wanli Ma, Oktay Karakus, Paul L. Rosin
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery. CoRR (2023)
Wanli Ma, Oktay Karakus, Paul L. Rosin
AMM-FuseNet: Attention-Based Multi-Modal Image Fusion Network for Land Cover Mapping. Remote. Sens. 14 (18) (2022)
Oktay Karakus, Ercan E. Kuruoglu, Alin Achim
A Generalized Gaussian Extension to the Rician Distribution for SAR Image Modeling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wanli Ma, Chaoyang Wang, Jianwei Shi, Hao Hu, Yanxue Liang, Oktay Karakus
Reinforcement Learning Approach to Clear Paths of Robots in Elevator Environment. CoRR (2022)
Andrew Rowley, Oktay Karakus
Measuring Air Quality via Multimodal AI and Satellite Imagery. CoRR (2022)
Oktay Karakus, Ercan E. Kuruoglu, Alin Achim, Mustafa A. Altinkaya
Cauchy-Rician Model for Backscattering in Urban SAR Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Henry Booth, Wanli Ma, Oktay Karakus
High-precision Density Mapping of Marine Debris and Floating Plastics via Satellite Imagery. CoRR (2022)
Wanli Ma, Alin Achim, Oktay Karakus
Exploiting the Dual-Tree Complex Wavelet Transform for Ship Wake Detection in SAR Imagery. ICASSP (2021)
Oktay Karakus, Alin Achim
On Solving SAR Imaging Inverse Problems Using Nonconvex Regularization With a Cauchy-Based Penalty. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
Representation Learning via Cauchy Convolutional Sparse Coding. IEEE Access 9 (2021)
Oktay Karakus, Nantheera Anantrasirichai, Amazigh Aguersif, Stein Silva, Adrian Basarab, Alin Achim
Line Artefact Quantification in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularisation. CoRR (2020)
Igor Rizaev, Oktay Karakus, S. John Hogan, Alin Achim
The Effect Of Sea State On Ship Wake Detectability In Simulated Sar Imagery. ICIP (2020)
Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
Representation Learning via Cauchy Convolutional Sparse Coding. CoRR (2020)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Modelling impulsive noise in indoor powerline communication systems. Signal Image Video Process. 14 (8) (2020)
Oktay Karakus, Perla Mayo, Alin Achim
Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties. IEEE Trans. Signal Process. 68 (2020)
Oktay Karakus, Igor Rizaev, Alin Achim
A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface. IGARSS (2020)
Tianqi Yang, Oktay Karakus, Alin Achim
Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation. ICIP (2020)
Oktay Karakus, Igor Rizaev, Alin Achim
Ship Wake Detection in SAR Images via Sparse Regularization. IEEE Trans. Geosci. Remote. Sens. 58 (3) (2020)
Oktay Karakus, Ercan E. Kuruoglu, Alin Achim
Modelling Sea Clutter In Sar Images Using Laplace-Rician Distribution. ICASSP (2020)
Oktay Karakus, Igor Rizaev, Alin Achim
Correction to "Ship Wake Detection in SAR Images via Sparse Regularization". IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Oktay Karakus, Alin Achim
Ship Wake Detection in X-band SAR Images Using Sparse GMC Regularization. ICASSP (2019)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Generalized Bayesian Model Selection for Speckle on Remote Sensing Images. IEEE Trans. Image Process. 28 (4) (2019)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Beyond trans-dimensional RJMCMC with a case study in impulsive data modeling. Signal Process. 153 (2018)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Nonlinear model selection for PARMA processes using RJMCMC. EUSIPCO (2017)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Bayesian Volterra system identification using reversible jump MCMC algorithm. Signal Process. 141 (2017)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity. EUSIPCO (2016)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Estimation of the nonlinearity degree for polynomial autoregressiv processes with RJMCMC. EUSIPCO (2015)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Long term wind speed prediction with polynomial autoregressive model. SIU (2015)
Oktay Karakus, Mustafa A. Altinkaya, Kagan Kilicaslan
The effect of convolutional encoder memory on the sphere decoding search radius in MIMO systems. SIU (2013)
Oktay Karakus, Serdar Özen
European Terrestrial Digital Television standards performance comparison under AWGN channel. SIU (2012)