Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images

1 code implementation • ICCV 2023 • Steffen Wolf, Manan Lalit, Henry Westmacott, Katie McDole, Jan Funke

Here, we show theoretically that, under assumptions commonly found in microscopy images, OCEs can be learnt through a self-supervised task that predicts the spatial offset between image patches.

Instance Segmentation Semantic Segmentation