Search Results for author: Reda Chalhoub

Found 2 papers, 0 papers with code

Unsupervised Microscopy Video Denoising

no code implementations17 Apr 2024 Mary Aiyetigbo, Alexander Korte, Ethan Anderson, Reda Chalhoub, Peter Kalivas, Feng Luo, Nianyi Li

In this paper, we introduce a novel unsupervised network to denoise microscopy videos featured by image sequences captured by a fixed location microscopy camera.

Denoising Video Denoising

Unsupervised Coordinate-Based Video Denoising

no code implementations1 Jul 2023 Mary Damilola Aiyetigbo, Dineshchandar Ravichandran, Reda Chalhoub, Peter Kalivas, Nianyi Li

In this paper, we introduce a novel unsupervised video denoising deep learning approach that can help to mitigate data scarcity issues and shows robustness against different noise patterns, enhancing its broad applicability.

Data Augmentation Denoising +1

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