Human Action Recognition: A Taxonomy-Based Survey, Updates, and Opportunities [PDF]
Sensors, 2023 Human action recognition systems use data collected from a wide range of sensors to accurately identify and interpret human actions. One of the most challenging issues for computer vision is the automatic and precise identification of human activities. A
Md Golam Morshed +3 more
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An overview of Human Action Recognition in sports based on Computer Vision [PDF]
Heliyon, 2022 Human Action Recognition (HAR) is a challenging task used in sports such as volleyball, basketball, soccer, and tennis to detect players and recognize their actions and teams' activities during training, matches, warm-ups, or competitions.
Kristina Host, Marina Ivašić-Kos
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Review on Human Action Recognition in Smart Living: Sensing Technology, Multimodality, Real-Time Processing, Interoperability, and Resource-Constrained Processing [PDF]
Sensors, 2023 Smart living, a concept that has gained increasing attention in recent years, revolves around integrating advanced technologies in homes and cities to enhance the quality of life for citizens.
Giovanni Diraco +3 more
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Skeleton Graph-Neural-Network-Based Human Action Recognition: A Survey [PDF]
Sensors, 2022 Human action recognition has been applied in many fields, such as video surveillance and human computer interaction, where it helps to improve performance.
Miao Feng, Jean Meunier
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A large-scale fMRI dataset for human action recognition [PDF]
Scientific Data, 2023 Human action recognition is a critical capability for our survival, allowing us to interact easily with the environment and others in everyday life. Although the neural basis of action recognition has been widely studied using a few action categories ...
Ming Zhou +5 more
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LightGBM-Based Human Action Recognition Using Sensors [PDF]
SensorsIn recent years, research on human activity recognition (HAR) on smartphones has received extensive attention due to its portability. However, the discrimination issues between similar activities such as leaning forward and walking forward, as well as ...
Yinuo Liu, Ziwei Chen
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International Journal For Multidisciplinary Research, 2023 human-to-human interaction and interpersonal relations Human activity recognition plays a significant role. Because to identity of a person, their personality, and psychological state it provides information, it is difficult to extract.
Shraddha Marotkar -, A. -
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A union of deep learning and swarm-based optimization for 3D human action recognition. [PDF]
Sci Rep, 2022 Human Action Recognition (HAR) is a popular area of research in computer vision due to its wide range of applications such as surveillance, health care, and gaming, etc.
Basak H +5 more
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A Comprehensive Survey of Vision-Based Human Action Recognition Methods
Sensors, 2019 Although widely used in many applications, accurate and efficient human action recognition remains a challenging area of research in the field of computer vision.
Hong-Bo Zhang +6 more
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Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks [PDF]
IEEE Transactions on Image Processing, 2017 Human action recognition in 3D skeleton sequences has attracted a lot of research attention. Recently, Long Short-Term Memory (LSTM) networks have shown promising performance in this task due to their strengths in modeling the dependencies and dynamics ...
Abdiyeva, Kamila +4 more
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