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International Journal for Research in Applied Science and Engineering Technology, 2022 Abstract: Human Activity Recognition (HAR) is one of the active research areas in computer vision as well as human computer interaction. However, it remains a very complex task, due to unresolvable challenges such as sensor motion, sensor placement, cluttered background, and inherent variability in the way activities are conducted by different humans ...
Morsing, Lukas Hedegaard +2 more
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Recognizing Physical Activities for Spinal Cord Injury Rehabilitation Using Wearable Sensors
Sensors, 2021 The research area of activity recognition is fast growing with diverse applications. However, advances in this field have not yet been used to monitor the rehabilitation of individuals with spinal cord injury.
Nora Alhammad, Hmood Al-Dossari
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Active learning enabled activity recognition [PDF]
Pervasive and Mobile Computing, 2016 © 2016 IEEE, 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom)
Hossain, H M Sajjad +2 more
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Optimizing Sensor Position with Virtual Sensors in Human Activity Recognition System Design
Sensors, 2021 Human activity recognition (HAR) systems combined with machine learning normally serve users based on a fixed sensor position interface. Variations in the installing position will alter the performance of the recognition and will require a new training ...
Chengshuo Xia, Yuta Sugiura
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Sensors, 2020 Digital markers of behavior can be continuously created, in everyday settings, using time series data collected by ambient sensors. The goal of this work was to perform individual- and population-level behavior analysis from such time series sensor data.
Beiyu Lin, Diane J. Cook
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Periodic Physical Activity Information Segmentation, Counting and Recognition From Video
IEEE Access, 2023 The research on complex human body motion including sports and workout activity recognition is a major challenge and long-lasting problem for the computer vision community.
Sheng-Hsien Cheng +4 more
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A Deep Machine Learning Method for Concurrent and Interleaved Human Activity Recognition
Sensors, 2020 Human activity recognition has become an important research topic within the field of pervasive computing, ambient assistive living (AAL), robotics, health-care monitoring, and many more.
Keshav Thapa +3 more
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Journal of Imaging, 2021 Hand-hygiene is a critical component for safe food handling. In this paper, we apply an iterative engineering process to design a hand-hygiene action detection system to improve food-handling safety.
Chengzhang Zhong +3 more
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Sensors, 2021 Human activity recognition has been a key study topic in the development of cyber physical systems and assisted living applications. In particular, inertial sensor based systems have become increasingly popular because they do not restrict users ...
Abbas Shah Syed +3 more
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Sensors, 2021 Activity Recognition (AR) is an active research topic focused on detecting human actions and behaviours in smart environments. In this work, we present the on-line activity recognition platform DOLARS (Distributed On-line Activity Recognition System ...
Marcos Lupión +3 more
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