WiFi and vision multimodal self-supervised learning for human activity recognition

• Main Author: Tang, Shijie
• Other Authors: Xie Lihua
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/171660
• Institution: Nanyang Technological University

Human activity recognition has become increasingly important in various fields such as security, medical care, entertainment, and home furnishing. In this context, we propose a novel Multimodal Pretrain fine-tune (MPF) network architecture for device-free human activity recognition using commercial...