no code implementations • NeurIPS 2021 • Mugalodi Rakesh, Jogendra Nath Kundu, Varun Jampani, R. Venkatesh Babu
Articulation-centric 2D/3D pose supervision forms the core training objective in most existing 3D human pose estimation techniques.
no code implementations • ECCV 2020 • Jogendra Nath Kundu, Mugalodi Rakesh, Varun Jampani, Rahul Mysore Venkatesh, R. Venkatesh Babu
We present a self-supervised human mesh recovery framework to infer human pose and shape from monocular images in the absence of any paired supervision.
no code implementations • 24 Jun 2020 • Jogendra Nath Kundu, Siddharth Seth, Rahul M. V, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty
However, generalizability of human pose estimation models developed using supervision on large-scale in-studio datasets remains questionable, as these models often perform unsatisfactorily on unseen in-the-wild environments.
no code implementations • CVPR 2020 • Jogendra Nath Kundu, Siddharth Seth, Varun Jampani, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty
Camera captured human pose is an outcome of several sources of variation.