2 papers
eess.IV2024
Denoising OCT Images Using Steered Mixture of Experts with Multi-Model Inference
Aytaç Özkan, Elena Stoykova, Thomas Sikora +1
In Optical Coherence Tomography (OCT), speckle noise significantly hampers image quality, affecting diagnostic accuracy. Current methods, including traditional filtering and deep l…
eess.IV2023
Steered Mixture of Experts Regression for Image Denoising with Multi-Model-Inference
Aytac Özkan, Yi-Hsin Li, Thomas Sikora
In this paper we introduce a novel block-based regression strategy for image denoising based on edge-aware Steered-Mixture-of-Experts (SMoE) models. SMoEs provide very sparse image…