Open AccessProposing Classification Algorithms for Human Activities Using AI Technology
Author(s) -
Phuong Chi Nguyen,
Huong Nguyen Thu Thu,
Hoang Manh Tran,
Thao Thu Dao Le
Publication year - 2019
Publication title -
tạp chí khoa học và công nghệ
Language(s) - English
Resource type - Journals
ISSN - 1859-1531
DOI - 10.31130/ict-ud.2019.83
Subject(s) - computer science , frame (networking) , algorithm , artificial intelligence , video processing , image processing , computer vision , image (mathematics) , machine learning , telecommunications
In this article, we present an algorithm to identify actions by processing videos obtained from everyday human activities. The algorithm based on the movement characteristics of people consists of two main steps, namely taking the features in the video and collecting the characteristics of these actions and making conclusions for each frame in the video processing image. The algorithm aims to improve the accuracy and enhance the user's experience in identifying human actions in different contexts. The video from the collection has been performed by the algorithm. The results presented at the end of this article show that the proposal algorithm not only improve the accuracy of algorithm but also speed of processor.