most citedReconstruction of Optical Coherence Tomography Images from Wavelength-space Using Deep-learning

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eess.IV2024

WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images

Maryam Viqar, Erdem Sahin, Violeta Madjarova +2

In this work, we propose to leverage a deep-learning (DL) based reconstruction framework for high quality Swept-Source Optical Coherence Tomography (SS-OCT) images, by incorporatin…

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…