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eess.IV2026
HazeMatching: Dehazing Light Microscopy Images with Guided Conditional Flow Matching
Anirban Ray, Ashesh Ashesh, Florian Jug
Fluorescence microscopy is a major driver of scientific progress in the life sciences. Although high-end confocal microscopes are capable of filtering out-of-focus light, cheaper a…
eess.IV2024
MicroSSIM: Improved Structural Similarity for Comparing Microscopy Data
Ashesh Ashesh, Joran Deschamps, Florian Jug
Microscopy is routinely used to image biological structures of interest. Due to imaging constraints, acquired images, also called as micrographs, are typically low-SNR and contain…
eess.IV2024
denoiSplit: a method for joint microscopy image splitting and unsupervised denoising
Ashesh Ashesh, Florian Jug
In this work, we present denoiSplit, a method to tackle a new analysis task, i.e. the challenge of joint semantic image splitting and unsupervised denoising. This dual approach has…