Abstract:

Video action recognition refers to the process of recognizing human actions in a video. The field of action recognition encompasses a wide variety of high-impact societal applications, including video surveillance, gaming, human computer interaction, web-video search and retrieval, multimedia understanding, medical diagnosis and many other fields. In this research study, we comprehensively review deep learning-based video action recognition methods with special emphasis on methods based on convolutional neural networks. We also address future research directions and limitations of deep learning-based video action recognition methods. This review paper serves as a guide for future research in this domain.

Description:

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