Results 31 to 40 of about 648,888 (255)
Boosting Inertial-Based Human Activity Recognition With Transformers
IEEE Access, 2021 Activity recognition problems such as human activity recognition and smartphone location recognition can improve the accuracy of different navigation or healthcare tasks, which rely solely on inertial sensors.
Yoli Shavit, Itzik Klein
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Human Activity Recognition Methods
International Journal of Engineering and Advanced Technology, 2020 Human action in a video based application plays a significant role that alerts the researchers towards recognizing the motion of human. Other video applications also have video content extraction, summarization, and human computer interactions. The existing methods needs manual footnote of pertinent portion of actions of our interest.
Dhivya Karunya S, Krishna Kumar
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INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTThis research focuses on Human Activity Recognition (HAR) using sensor-based data, primarily from gyroscopes and accelerometers, to classify and analyze human movements in real time. With the increasing adoption of wearable devices and smart environments, HAR has gained significant importance in applications such as healthcare, fitness tracking, smart ...
Gabriele Schabacher, Sophie Spallinger
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Human Activity Recognition through Weighted Finite Automata
Proceedings, 2018 This work addresses the problem of human activity identification in an ubiquitous environment, where data is collected from a wide variety of sources.
Sergio Salomón, Cristina Tîrnăucă
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The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey
Sensors, 2022 Human activity recognition (HAR) has become an intensive research topic in the past decade because of the pervasive user scenarios and the overwhelming development of advanced algorithms and novel sensing approaches.
Sizhen Bian +3 more
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Human Physical Activity Recognition Using Smartphone Sensors
Sensors, 2019 Because the number of elderly people is predicted to increase quickly in the upcoming years, “aging in place„ (which refers to living at home regardless of age and other factors) is becoming an important topic in the area of ambient assisted ...
Robert-Andrei Voicu +3 more
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Zero-Shot Human Activity Recognition Using Non-Visual Sensors
Sensors, 2020 Due to significant advances in sensor technology, studies towards activity recognition have gained interest and maturity in the last few years. Existing machine learning algorithms have demonstrated promising results by classifying activities whose ...
Fadi Al Machot +2 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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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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Multi-Camera-Based Human Activity Recognition for Human–Robot Collaboration in Construction
Sensors, 2023 As the use of construction robots continues to increase, ensuring safety and productivity while working alongside human workers becomes crucial. To prevent collisions, robots must recognize human behavior in close proximity. However, single, or RGB-depth
Youjin Jang +5 more
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