top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Survey of video human action recognition using deep neural networks

Survey of video human action recognition using deep neural networks


Deep Neural Networks in Video Human Action Recognition: A Review

arXiv paper abstract https://arxiv.org/abs/2305.15692



Currently, video behavior recognition is one of the most foundational tasks of computer vision.


... The researchers have widely studied video-based recognition rather than image-based(pixel-based) only to extract more informative elements from geometry tasks.


... current related research addresses multiple novel proposed research works and compares their advantages and disadvantages between the derived deep learning frameworks rather than machine learning frameworks.


The comparison happened between existing frameworks and datasets, which are video format data only.


Due to the specific properties of human actions and the increasingly wide usage of deep neural networks, ... collected all research works within the last three years between 2020 to 2022.


... the performance of deep neural networks surpassed most of the techniques in the feature learning and extraction tasks, especially video action recognition.



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website



50 views0 comments

Comments


ClickBank paid link

bottom of page