Results 11 to 20 of about 339,041 (256)
A Review on Computer Vision-Based Methods for Human Action Recognition
Journal of Imaging, 2020 Human action recognition targets recognising different actions from a sequence of observations and different environmental conditions. A wide different applications is applicable to vision based action recognition research.
Mahmoud Al-Faris +3 more
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Deep Learning based Human Action Recognition [PDF]
ITM Web of Conferences, 2021 Human action recognition has become an important research area in the fields of computer vision, image processing, and human-machine or human-object interaction due to its large number of real time applications.
Pandey Ritik +3 more
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Action Capsules: Human skeleton action recognition
Computer Vision and Image Understanding, 2023 11 pages, 11 ...
Ali Farajzadeh Bavil +2 more
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Human Behavior Analysis: A Survey on Action Recognition
Applied Sciences, 2021 The visual recognition and understanding of human actions remain an active research domain of computer vision, being the scope of various research works over the last two decades.
Bruno Degardin, Hugo Proença
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I3D-Shufflenet Based Human Action Recognition
Algorithms, 2020 In view of difficulty in application of optical flow based human action recognition due to large amount of calculation, a human action recognition algorithm I3D-shufflenet model is proposed combining the advantages of I3D neural network and lightweight ...
Guocheng Liu +6 more
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An Overview of the Vision-Based Human Action Recognition Field
Mathematical and Computational Applications, 2023 Artificial intelligence’s rapid advancement has enabled various applications, including intelligent video surveillance systems, assisted living, and human–computer interaction.
Fernando Camarena +3 more
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Human Skeleton Action Recognition Method Based on Lightweight Graph Convolution [PDF]
Jisuanji gongcheng, 2022 Human action recognition in video has garnered extensive attention in the field of computer vision.The action recognition method based on human skeleton can clearly represent human motion;therefore, it has gradually become one of the most important ...
SUN Qixiang, HE Ning, ZHANG Congcong, LIU Shengjie
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Learning 3D Skeletal Representation From Transformer for Action Recognition
IEEE Access, 2022 Skeleton-based human action recognition has attracted significant interest due to its simplicity and good accuracy. Diverse end-to-end trainable frameworks based on skeletal representation have been proposed so far to map the representation to human ...
Junuk Cha +5 more
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Distinctive action sketch for human action recognition [PDF]
Signal Processing, 2018 Abstract Recent developments in the field of computer vision have led to a renewed interest in sketch correlated research. There have emerged considerable solid evidence which revealed the significance of sketch. However, there have been few profound discussions on sketch based action analysis so far. In this paper, we propose an approach to discover
Ying Zheng 0009 +4 more
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Pairwise Features for Human Action Recognition [PDF]
2010 20th International Conference on Pattern Recognition, 2010 Existing action recognition approaches mainly rely on the discriminative power of individual local descriptors extracted from spatio-temporal interest points (STIP), while the geometric relationships among the local features are ignored. This paper presents new features, called pairwise features (PWF), which encode both the appearance and the spatio ...
Ta, Anh Phuong +4 more
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