Please use this identifier to cite or link to this item: https://rda.sliit.lk/handle/123456789/2072
Title: BIOMETRIC SMART SECURITY SYSTEM WITH CHILD CARE FOR A SMART SOCIETY
Authors: Lokuliyana, S
Mundigala, I. U
Sanjeewa, G. H. A
Keywords: Custom classifiers
Frame analysis
Image Processing
Object detection
Issue Date: 2019
Publisher: IET- Sri Lanka Network
Series/Report no.: Annual Conference 2019 - 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.
URI: http://rda.sliit.lk/handle/123456789/2072
Appears in Collections:Research Papers - Dept of Computer Systems Engineering
Research Papers - Open Access Research
Research Papers - SLIIT Staff Publications

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