Victor Yurchenko

Parsing Images of Overlapping Organisms With Deep Singling-Out Networks

This work is motivated by the mostly unsolved task of parsing biological images with multiple overlapping articulated model organisms (such as worms or larvae). We present a general approach that separates the two main challenges associated with such data, individual object shape estimation and obje…