Наталя Бабюк

Automated Body Landmark Detection for Orthopedic Measurement Using RGB-D Cameras and Deep Learning

Conventional tape-based anthropometry is examiner-dependent and prone to inter-rater vari-ability of 1.5-3.8 cm, motivating fully automated al-ternatives. Presented is an end-to-end deep-learning pipeline that localises eight clinically relevant body landmarks and computes the corresponding circumfer-ences from a singl...