Current Advances on Deep Learning-based Human Action Recognition from Videos: a Survey

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)(2021)

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摘要
Human action recognition (HAR) from RGB videos is essential and challenging in the computer vision field due to its wide range of real-world applications in fields of human behaviour analysis, human-computer interactions, robotics and surveillance etc. Since the breakthrough and fast development of deep learning technology, the performance of HAR based on deep neural networks has been significantl...
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关键词
Deep learning,Training,Three-dimensional displays,Costs,Surveillance,Neural networks,Transformers
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