Region Proposal-Based Convolutional Neural Network for Missing Child Detection

Autor:	null Rasikannan L, null Suganthi J, null Sasikumar R, null Reshma V. K.
Rok vydání:	2022
Předmět:	Information Systems and Management Computer Science Applications
Zdroj:	International Journal of Sociotechnology and Knowledge Development. 14:1-18
ISSN:	1941-6261 1941-6253
DOI:	10.4018/ijskd.299050
Popis:	Object identification has exploded alongside the remarkable progression of Convolutional Neural Network and its variations since 2012. Identification of objects in a field of computer vision has significantly increased especially to face and human subjects. Subsequently, computer vision has also addressed a global challenge on certain systems such as missing child detection in the last decade. However, there are certain challenges and limitations in the detection of children in the crowd only with face detection. Thus this paper proposes a Regional proposal based Convolutional Neural Network system that addresses the global challenges using three add-on features along with face. The real time dataset has been collected and the experimentations are conducted to validate the significance of the proposed system.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::41c1f5233616f0236ac3b3bc64aeedfa https://doi.org/10.4018/ijskd.299050 Zobrazit plný text záznamu