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08/07/2023
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
Manufacturing industries strive to improve production efficiency and pro...
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08/01/2023
PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps
We propose PressureTransferNet, a novel method for Human Activity Recogn...
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07/03/2023
Don't freeze: Finetune encoders for better Self-Supervised HAR
Recently self-supervised learning has been proposed in the field of huma...
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05/22/2023
FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
In this work, we propose an open-source scalable end-to-end RTL framewor...
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10/26/2022
The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition
The current dominated wearable body motion sensor is IMU. This work pres...
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10/04/2022
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition
We address the well-known wearable activity recognition problem of havin...
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09/14/2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation
Wearable sensor-based human activity recognition (HAR) has emerged as a ...
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10/23/2021
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition
User dependence remains one of the most difficult general problems in Hu...
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11/23/2020