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Wearable Multifunctional Sensors for Human Activity Recognition [PDF]
SensorsDriven by the profound convergence of the Internet of Things (IoT) and ubiquitous computing, wearable multifunctional sensors have emerged as a key technology for high-precision human activity recognition (HAR).
Lu Zhang +7 more
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Smart Sensing Technology for Human Activity Recognition [PDF]
SensorsHuman activity recognition (HAR) aims to recognize specific user activities or discover long-term patterns from a set of observations in real-life contexts, captured through a variety of sensors that can span many domains (inertial, bioelectrical ...
Giorgio Biagetti, Paolo Crippa
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MediaPipe with GNN for Human Activity Recognition [PDF]
Journal of Universal Computer ScienceHuman interaction and computer vision converge in the realm of Human Activity Recognition (HAR), which is a research field dedicated to the creation of automated systems capable of observing and categorizing human activities.
Nozha Jlidi +3 more
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A Review on Video-Based Human Activity Recognition
Computers, 2013 This review article surveys extensively the current progresses made toward video-based human activity recognition. Three aspects for human activity recognition are addressed including core technology, human activity recognition systems, and applications ...
Shian-Ru Ke +5 more
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Human Activity Recognition with Noise-Injected Time-Distributed AlexNet [PDF]
BiomimeticsThis 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 +2 more
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Human Activity Recognition via Attention-Augmented TCN-BiGRU Fusion [PDF]
SensorsWith 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 +3 more
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Human Activity Recognition: literature Review [PDF]
مجلة التربية والعلم, 2021 : Human activity recognition has an important role in the interaction between human and human relationships because it provides information about a person's identity, personality, activities, psychological state, and health, all this information is ...
mais irreem atheed +2 more
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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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Confidence-Calibrated Human Activity Recognition
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 +2 more
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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 +3 more
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