SMPR: Single-stage multi-person pose regression

Huixin Miao, Junqi Lin, Junjie Cao, Xiaoguang He, Zhixun Su, Risheng Liu

Abstract: Highlights•A novel single-stage multi-person pose estimator.•Better strategies to identify positive poses.•A pose scoring module to enhance pose selection in NMS.•Outperforms existing single-stage methods.•Competitive with the latest bottom-up methods.