5 papers
PressureMesh: 3D Human Mesh Estimation from Multi-Device Pressure Images
Changhai Ma, Ziyu Wu, Yunkang Zhang +8
Human pose monitoring is crucial in fields such as rehabilitation assessment and human-computer interaction. Due to its privacy-preserving nature, pressure-based human pose monitor…
PressTrack-HMR: Pressure-Based Top-Down Multi-Person Global Human Mesh Recovery
Jiayue Yuan, Fangting Xie, Guangwen Ouyang +7
Multi-person global human mesh recovery (HMR) is crucial for understanding crowd dynamics and interactions. Traditional vision-based HMR methods sometimes face limitations in real-…
PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing
Ziyu Wu, Yufan Xiong, Mengting Niu +5
Long-term in-bed monitoring benefits automatic and real-time health management within healthcare, and the advancement of human shape reconstruction technologies further enhances th…
Contrastive Learning-based User Identification with Limited Data on Smart Textiles
Yunkang Zhang, Ziyu Wu, Zhen Liang +4
Pressure-sensitive smart textiles are widely applied in the fields of healthcare, sports monitoring, and intelligent homes. The integration of devices embedded with pressure sensin…
MassNet: A Deep Learning Approach for Body Weight Extraction from A Single Pressure Image
Ziyu Wu, Quan Wan, Mingjie Zhao +5
Body weight, as an essential physiological trait, is of considerable significance in many applications like body management, rehabilitation, and drug dosing for patient-specific tr…