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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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A Review of Human Activity Recognition Methods
Frontiers in Robotics and AI, 2015 Recognizing human activities from video sequences or still images is a challenging task due to problems such as background clutter, partial occlusion, changes in scale, viewpoint, lighting, and appearance.
Michalis eVrigkas +2 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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Window Size Impact in Human Activity Recognition
Sensors, 2014 Signal segmentation is a crucial stage in the activity recognition process; however, this has been rarely and vaguely characterized so far. Windowing approaches are normally used for segmentation, but no clear consensus exists on which window size should
Oresti Banos +4 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 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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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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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 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 +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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