A Brief Study on Human Action Recognition

Autor: null Mr. Nagesh UB, null Abhishek V Doddagoudra, null Adarsh KM, null Mayoori K Bhat, null Shreya L
Rok vydání: 2023
Předmět:
Zdroj: International Journal of Advanced Research in Science, Communication and Technology. :39-44
ISSN: 2581-9429
DOI: 10.48175/ijarsct-7832
Popis: Human action recognition is the process of labelling image sequences with action labels. Robust solutions to this problem have applications in domains such as visual surveillance, video retrieval and human–computer interaction. The task is challenging due to variations in motion performance, recording settings and inter-personal differences. In this survey, we explicitly address these challenges. We provide a detailed overview of current advances in the field. Image representations and the subsequent classification process are discussed separately to focus on the novelties of recent research. Moreover, we discuss limitations of the state of the art and outline promising directions of research.
Databáze: OpenAIRE