Xiheng Zhang

ORCID: 0000-0003-1027-5617
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About
Contact & Profiles
Research Areas
  • Anomaly Detection Techniques and Applications
  • Human Pose and Action Recognition
  • Context-Aware Activity Recognition Systems

Zhejiang University
2019

Sensor-based human activity recognition aims at detecting various physical activities performed by people with ubiquitous sensors. Different from existing deep learning-based method which mainly extracting black-box features the raw sensor data, we propose a hierarchical multi-view aggregation network based on feature spaces. Specifically, first construct views of spaces for each individual in terms white-box and features. Then our model learns unified representation aggregating context...

10.1371/journal.pone.0221390 article EN cc-by PLoS ONE 2019-09-12
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