Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach

CVPR 2020 Zhe ZhangChunyu WangWenhu QinWenjun Zeng

We propose to estimate 3D human pose from multi-view images and a few IMUs attached at person's limbs. It operates by firstly detecting 2D poses from the two signals, and then lifting them to the 3D space... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
3D Absolute Human Pose Estimation Total Capture GeoFuse MPJPE 24.6 # 1
3D Human Pose Estimation Total Capture GeoFuse Average MPJPE (mm) 24.6 # 1

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet