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Spatiotemporal Saliency for Human Action Recognition [PDF]
2005 IEEE International Conference on Multimedia and Expo, 2005 This paper addresses the problem of human action recognition by introducing a sparse representation of image sequences as a collection of spatiotemporal events that are localized at points that are salient both in space and time. We detect the spatiotemporal salient points by measuring changes in the information content of pixel neighborhoods not only ...
Antonios Oikonomopoulos +2 more
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Human Skeleton Action Recognition Algorithm Based on Dynamic Topological Graph [PDF]
Jisuanji kexue, 2022 Traditional human skeleton action recognition algorithms manually construct topological graphs to model the action sequence contained in multiple video frames and learn each video frame to reflect the data changes,which may lead to the high computational
XIE Yu, YANG Rui-ling, LIU Gong-xu, LI De-yu, WANG Wen-jian
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Research on Human Motion Recognition Based on Data Redundancy Technology
Complexity, 2021 Aiming at the problems of low recognition rate and slow recognition speed of traditional body action recognition methods, a human action recognition method based on data deduplication technology is proposed.
Hong-Lan Yang +2 more
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A Survey on Human Action Recognition
CoRR, 2022 Human Action Recognition (HAR), one of the most important tasks in computer vision, has developed rapidly in the past decade and has a wide range of applications in health monitoring, intelligent surveillance, virtual reality, human computer interaction and so on.
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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. another person's activities is one of the main subjects of study of the scientific areas of computer vision The human
Shraddha Marotkar -, A.B. Kharate -
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Interior Human Action Recognition Method Based on Prior Knowledge of Scene [PDF]
Jisuanji kexue, 2022 Currently,the recognition technology targeted at human action in an interior scene is widely used in video content understanding,home-based care,medical care and other fields,and existing researches pay more heed to the modelling of human action,while ...
LIU Xin, YUAN Jia-bin, WANG Tian-xing
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Early Recognition of 3D Human Actions [PDF]
ACM Transactions on Multimedia Computing, Communications, and Applications, 2018 Action recognition is an important research problem of human motion analysis (HMA). In recent years, 3D observation-based action recognition has been receiving increasing interest in the multimedia and computer vision communities, due to the recent advent of cost-effective sensors, such as depth camera Kinect.
Sheng Li 0001, Kang Li, Yun Fu 0001
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Human Action Recognition Method Based on Action-Time Perception [PDF]
Jisuanji gongchengTo address the problem of redundant information in action videos and the sparse distribution of feature channels in action information, a 3D residual network based on action-time perception is proposed.
WANG Xiaolu, WEN Jianrong
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Skeleton Graph-Neural-Network-Based Human Action Recognition: A Survey
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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Human Action Recognition Without Human [PDF]
, 2016 The objective of this paper is to evaluate “human action recognition without human”. Motion representation is frequently discussed in human action recognition. We have examined several sophisticated options, such as dense trajectories (DT) and the two-stream convolutional neural network (CNN).
Yun He +3 more
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