Motion2Press: Cross-Modal Learning from IMU to Plantar Pressure for Gait Analysis

September 3, 2025·
Junbin Ren
,
Ruihao Zheng
Wenbo Zhang
Wenbo Zhang
,
Dong She
,
Yuting Bai
,
Zhanpeng Jin
,
Yang Gao
· 1 min read
Abstract
Motion2Press studies cross-modal learning from inertial measurement units to plantar pressure for gait analysis, estimating pressure distribution, ground reaction force, and center of pressure from wearable motion signals.
Type
Publication
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 9(3), Article 124
publications

Motion2Press connects inertial motion sensing with plantar pressure understanding, supporting portable gait analysis beyond laboratory pressure platforms.

Authors
Wenbo Zhang
Authors
PhD Candidate at SCUT
Visiting Researcher at UCL, 2026
I develop human-centered wearable systems that recover consequential physical states from multimodal sensing and turn them into useful feedback and interaction.
Authors
Authors
Authors