Robust-3D-Human-Pose-Estimation

Introduction

This is the a demo of the paper Robust Estimation of 3D Human Poses from a Single Image by Python.

Dataset

CMU dataset can be downloaded here.

Start

1.Cvxpy

Cvxpy can be installed by pip3 install cvxpy.

2.SPAMS

SPAMS (SPArse Modeling Software) is an optimization toolbox for solving various sparse estimation problems.

• Dictionary learning and matrix factorization (NMF, sparse PCA, ...)
• Solving sparse decomposition problems with LARS, coordinate descent, OMP, SOMP, proximal methods
• Solving structured sparse decomposition problems (l1/l2, l1/linf, sparse group lasso, tree-structured regularization, structured sparsity with overlapping groups,...).

For detail and installation please see SPAMS