A Room Monitoring System Using Deep Learning and Perspective Correction Techniques

Studies on room monitoring have only focused on objects in a singular and uniform posture or low-density groups. Considering the wide use of convolutional neural networks for object detection, especially person detection, we use deep learning and perspective correction techniques to propose a room m...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Huu-Huy Ngo, Feng-Cheng Lin, Yang-Ting Sehn, Mengru Tu, Chyi-Ren Dow
Format:	Article
Language:	English
Published:	MDPI AG 2020-06-01
Subjects:	deep learning Mask R-CNN object detection people counting perspective correction
Online Access:	https://www.mdpi.com/2076-3417/10/13/4423