An attention-based CNN for automatic whole-body postural assessment

Zewei Ding, Wanqing Li, Jie Yang, Philip Ogunbona, Ling Qin

Abstract: Highlights•A novel attention-based CNN for automatic whole-body postural assessment.•The network works directly on single color images rather than 3D skeletons.•A new multi-view and multi-modality dataset is created for postural assessment research.•Results are in substantial or even perfect agreement with human assessors.