Sacha Ichbiah

Inverse 3D Microscopy Rendering for Cell Shape Inference with Active Mesh

Traditional methods for biological shape inference, such as deep learning (DL) and active contour models, face important limitations in 3D. DL approaches require large annotated datasets, which are often impractical to obtain, while active contour methods depend on carefully tuned heuristics for int…