6 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 2 cited
DistNet2D: Leveraging long-range temporal information for efficient segmentation and tracking
Jean Ollion, Martin Maliet, Caroline Giuglaris +2
Extracting long tracks and lineages from videomicroscopy requires an extremely low error rate, which is challenging on complex datasets of dense or deforming cells. Leveraging temp…
cs.LG2021★ 6 cited
Joint self-supervised blind denoising and noise estimation
Jean Ollion, Charles Ollion, Elisabeth Gassiat +2
We propose a novel self-supervised image blind denoising approach in which two neural networks jointly predict the clean signal and infer the noise distribution. Assuming that the…
eess.IV2020
DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine
Jean Ollion, Charles Ollion
The mother machine is a popular microfluidic device that allows long-term time-lapse imaging of thousands of cells in parallel by microscopy. It has become a valuable tool for sing…