To appear at IEEE/CVF Computer Vision and Pattern Recognition Workshop (CVPRW), 2024.

Authors: Mary Aiyetigbo, Alexander Korte, Ethan Anderson, Reda Chalhoub, Peter Kalivas, Feng Luo, Nianyi Li.

This research presents a novel unsupervised approach to denoising microscopy videos. The method works across multiple microscopy modalities including two-photon calcium imaging, one-photon calcium imaging, and fluorescence microscopy, without requiring paired clean/noisy training data.

Paper: arXiv:2404.12163 | Website: https://maryaiyetigbo.github.io/UMVD/