DeeperHistReg: Robust Whole Slide Images Registration Framework

arXiv:2404.14434v1 Announce Type: cross
Abstract: DeeperHistReg is a software framework dedicated to registering whole slide images (WSIs) acquired using multiple stains. It allows one to perform the preprocessing, initial alignment, and nonrigid registration of WSIs acquired using multiple stains (e.g. hematoxylin \& eosin, immunochemistry). The framework implements several state-of-the-art registration algorithms and provides an interface to operate on arbitrary resolution of the WSIs (up to 200k x 200k). The framework is extensible and new algorithms can be easily integrated by …

abstract acquired algorithms alignment art arxiv cs.cv eess.iv framework images multiple q-bio.qm registration robust software state type