DOIONLINE

DOIONLINE NO - IJMPE-IRAJ-DOIONLNE-17335

Publish In
International Journal of Mechanical and Production Engineering (IJMPE)-IJMPE
Journal Home
Volume Issue
Issue
Volume-8,Issue-7  ( Jul, 2020 )
Paper Title
Artificial Intelligence Surveillance System with IP Camera Thermal Camera Hybrid through via Cloud Computing and Cloud Storage
Author Name
Pisak Chermprayong, Chairat Kraichan
Affilition
Mechanical Engineering Department, Faculty of Engineering, Burapha University
Pages
3-11
Abstract
Surveillance systems with Motion Detection are important to Internet of Things. Artificial intelligence is one of new classification system that will be used for pedestrian in the near future. This research implements a hybrid system of Internet Protocol camera and thermal camera with corrective data via cloud computing that store the data in cloud storage. However, even with Artificial Intelligence, miss-detection can still happen when the images are negative, as in, not enough features are shown in the image frame. The results of this research are shown in three experiments regarding to captured image quality comparison, thermal image with Artificial Intelligence decision with percent and probability for image classification. The additional experiment presents the Artificial intelligence miss-detection conditions for future improvement. Keywords - Thermal IR, Image Processing, Motion Detection, Artificial Intelligence, Cloud Computation, Cloud Storage
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