Automatic detection of boosted Higgs boson and top quark jets in an event image

Sang Kwan Choi, Jinmian Li, Cong Zhang +1

We build a deep neural network based on the Mask R-CNN framework to detect the Higgs jets and top quark jets in any event image. We propose an algorithm to assign the top quark fin…