Our paper “Inverse 3D microscopy rendering for cell shape inference with active mesh“ submitted to the International Conference on Computer Vision has been accepted (Highlight) ! 🎉
Check out the paper website 👉
Huge congratulations to all co-authors — Sacha Ichbiah, Anshuman Sinha, and Fabrice Delbary — for their fantastic work.
We introduce deltaMic, a novel 3D differentiable renderer for fluorescence microscopy. By leveraging differentiable Fourier-space convolution, deltaMic accurately models the image formation process, integrating a parame- terized microscope point spread function and a mesh-based object representation. Unlike DL-based segmentation, it directly optimizes shape and microscopy parameters to fit real microscopy data, removing the need for large datasets or heuristic priors.
Link to the accepted paper - video presentation - paper website - Github repository
