Title
A Method for Dataset Labeling for Activity Recognition in Videos
Date Issued
05 August 2021
Access level
metadata only access
Resource Type
conference paper
Author(s)
Castro-Giron E.
Shiguihara P.
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
Social Sciences and Demographics are in search of multiples ways to analyze person actions besides global factors like the environment. This paper aims to propose a protocol to construct a dataset from videos, then applying it to build a dataset of Peruvian News. Finally, we evaluate it using different Machine Learning (ML) methods, achieving an accuracy ranging 85% and 89%.
Language
English
OCDE Knowledge area
Ingeniería eléctrica, Ingeniería electrónica
Subjects
Scopus EID
2-s2.0-85116285431
Resource of which it is part
Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021
ISBN of the container
978-166541221-6
Conference
28th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021
Sources of information:
Directorio de Producción Científica
Scopus