Results 1 to 10 of about 2,288,791 (173)

Confidence-Calibrated Human Activity Recognition [PDF]

Sensors, 2021
Wearable sensors are widely used in activity recognition (AR) tasks with broad applicability in health and well-being, sports, geriatric care, etc. Deep learning (DL) has been at the forefront of progress in activity classification with wearable sensors.
Debaditya Roy, Sarunas Girdzijauskas, Serghei Socolovschi   +2 more
doaj   +4 more sources

Multi-Sensors for Human Activity Recognition

Sensors, 2023
Human activity recognition (HAR) has made significant progress in recent years, with growing applications in various domains, and the emergence of wearable and ambient sensors has provided new opportunities in the field [...]
Athina Tsanousa, Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris   +3 more
doaj   +3 more sources

Human Activity Recognition with Noise-Injected Time-Distributed AlexNet [PDF]

Biomimetics
This study investigates the integration of biologically inspired noise injection with a time-distributed adaptation of the AlexNet architecture to enhance the performance and robustness of human activity recognition (HAR) systems.
Sanjay Dutta, Tossapon Boongoen, Reyer Zwiggelaar   +2 more
doaj   +2 more sources

Human Gait Activity Recognition Machine Learning Methods

Sensors, 2023
Human gait activity recognition is an emerging field of motion analysis that can be applied in various application domains. One of the most attractive applications includes monitoring of gait disorder patients, tracking their disease progression and the ...
Jan Slemenšek, Iztok Fister, Jelka Geršak, Božidar Bratina, Vesna Marija van Midden, Zvezdan Pirtošek, Riko Šafarič   +6 more
doaj   +3 more sources

Human Activity Recognition via Attention-Augmented TCN-BiGRU Fusion [PDF]

Sensors
With the widespread application of wearable sensors in health monitoring and human–computer interaction, deep learning-based human activity recognition (HAR) research faces challenges such as the effective extraction of multi-scale temporal features and ...
Ji-Long He, Jian-Hong Wang, Chih-Min Lo, Zhaodi Jiang   +3 more
doaj   +2 more sources

Human activity recognition

International Journal of Scientific Research in Science, Engineering and Technology, 2022
The human activity monitoring system helps to differentiate a person's physical actions such as walking, clapping, shaking hands etc. Activity awareness is the foundation for the development of many potential applications for health, wellness and sports. HAR has a variety of uses because of its impact on health.
Morsing, Lukas Hedegaard, Heidari, Negar, Iosifidis, Alexandros   +2 more
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Human Activity Recognition (HAR) in Healthcare

Applied Sciences, 2023
Developments in the medical and technological fields have led to a longer life expectancy [...]
Luigi Bibbò, Marley M. B. R. Vellasco
doaj   +1 more source

Lightweight human activity recognition learning model

工程科学学报, 2022
In the past few decades, smartphone-based human activity recognition research has played an important role in many fields, including smart buildings, healthcare, and the military.
Jing NAN, Zhong-hua JIAN, Chuan-feng NING, Wei DAI   +3 more
doaj   +1 more source

Acoustic- and Radio-Frequency-Based Human Activity Recognition

Sensors, 2022
In this work, a hybrid radio frequency (RF)- and acoustic-based activity recognition system was developed to demonstrate the advantage of combining two non-invasive sensors in Human Activity Recognition (HAR) systems and smart assisted living.
Masoud Mohtadifar, Michael Cheffena, Alireza Pourafzal   +2 more
doaj   +1 more source

Survey on Human Activity Recognition using Smartphone [PDF]

Al-Rafidain Journal of Computer Sciences and Mathematics, 2021
The field of Human Activity Recognition (HAR) is an active research field in which methods are being developed to understand human behavior by interpreting features obtained from various sources, these activities can be recognized using interactive ...
Adeeba KH, Laheeb Ibrahim
doaj   +1 more source