Perceiving Systems, Computer Vision

ROMP: Monocular, One-Stage, Regression of Multiple 3D People

2021-10-13


ROMP estimates multiple 3D people in an image in real time. Unlike prior methods, it does not first detect the people and then estimate their pose. Instead, ROMP estimates the a heatmap corresponding to the centers of people together with the parameters of the SMPL model at these centers. The code includes realtime demos.

ROMP estimates multiple 3D people in an image in real time. Unlike prior methods, it does not first detect the people and then estimate their pose. Instead, ROMP estimates the a heatmap corresponding to the centers of people together with the parameters of the SMPL model at these centers. The code includes realtime demos.

Author(s): Sun, Y., Bao, Q., Liu, W., Fu, Y., Black, M. J., Mei, T.
Department(s): Perceiving Systems
Publication(s): Monocular, One-Stage, Regression of Multiple {3D} People
Authors: Sun, Y., Bao, Q., Liu, W., Fu, Y., Black, M. J., Mei, T.
Release Date: 2021-10-13
Repository: https://github.com/Arthur151/ROMP