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Human Action Recognition and Prediction: A Survey
International Journal of Computer Vision, 2018Derived from rapid advances in computer vision and machine learning, video analysis tasks have been moving from inferring the present state to predicting the future state.
Yu Kong, Y. Fu
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Action Recognition and Human Interaction
2015Recognizing human activities is a fundamental problem in the computer vision community and is a key step toward the automatic understanding of scenes.
Yu Kong, Yun Fu
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Human Action Recognition: A Survey
2019In this paper, we provide a comprehensive survey in human action recognition and prediction, which has always been a universal and critical area in computer vision. Human action recognition is the first step for a machine to understand and percept the nature, which is small part in machine perception.
Meixia Fu +6 more
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Ongoing human action recognition with motion capture
Pattern Recognition, 2014Ongoing human action recognition is a challenging problem that has many applications, such as video surveillance, patient monitoring, human-computer interaction, etc. This paper presents a novel framework for recognizing streamed actions using Motion Capture (MoCap) data.
Barnachon, Mathieu +3 more
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Learning Sparse Representations for Human Action Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012This paper explores the effectiveness of sparse representations obtained by learning a set of overcomplete basis (dictionary) in the context of action recognition in videos. Although this work concentrates on recognizing human movements-physical actions as well as facial expressions-the proposed approach is fairly general and can be used to address ...
Tanaya, Guha, Rabab Kreidieh, Ward
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Human Action Recognition by Semilatent Topic Models
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009We propose two new models for human action recognition from video sequences using topic models. Video sequences are represented by a novel "bag-of-words" representation, where each frame corresponds to a "word." Our models differ from previous latent topic models for visual recognition in two major aspects: first of all, the latent topics in our models
Yang, Wang, Greg, Mori
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Human action recognition to human behavior analysis
2017 International Conference on Information and Digital Technologies (IDT), 2016Human machine interaction becomes one of the most research topics in multimedia processing, traditional techniques for communication are developed in order to tackle technology advances and allow disable person to communicate easily with the machine, and to understand their activity using computer computing.
Neziha Jaouedi +3 more
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View invariant human action recognition using histograms of 3D joints
IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops, 2012Lu Xia, Chia-Chih Chen, J. Aggarwal
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A survey on intelligent human action recognition techniques
Multimedia tools and applications, 2023Rahul Kumar, Shailender Kumar
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Relation-mining self-attention network for skeleton-based human action recognition
Pattern Recognition, 2023Kumie Gedamu +4 more
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