Publication: BIOMETRIC SMART SECURITY SYSTEM WITH CHILD CARE FOR A SMART SOCIETY
DOI
Files
Type:
Article
Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
IET- Sri Lanka Network
Abstract
This research is mainly focused on Infant
movement detection and alerting, in order to enhance their
security within the home premises. As the first move, the
research focuses on the identification of the human and
classifying whether an adult or a baby. Then a model was built
up in three classifications to identify static and dynamic positions
of the infant, through Image Processing and analysis. In order to
enhance the accuracy of the custom classifiers an already trained
model using 1 million image set was retrained by customized
image sets. To present this research as a smart home solution
modern technology were used in implementing the close
connection between the infant and the parent.
Description
Keywords
Custom classifiers, Frame analysis, Image Processing, Object detection
