AI RESEARCH

Fast reconstruction-based ROI triggering via anomaly detection in the CYGNO optical TPC

arXiv CS.LG

ArXi:2512.24290v2 Announce Type: replace-cross Optical-readout Time Projection Chambers (TPCs) produce megapixel-scale images whose fine-grained topological information is essential for rare-event searches, but whose size challenges real-time data selection. We present an unsupervised, reconstruction-based anomaly-detection strategy for fast Region-of-Interest (ROI) extraction that operates directly on minimally processed camera frames.