A Systematic Deep Learning Based Overhead Tracking and Counting System Using RGB-D Remote Cameras

A Systematic Deep Learning Based Overhead Tracking and Counting System Using RGB-D Remote Cameras

Automatic head tracking and counting using depth imagery has various practical applications in security, logistics, queue management, space utilization and visitor counting. However, no currently available system can clearly distinguish between a human head and other objects in order to track and co...

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Bibliographic Details
Main Authors: Munkhjargal Gochoo, Syeda Amna Rizwan, Yazeed Yasin Ghadi, Ahmad Jalal, Kibum Kim
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Applied Sciences
Subjects:
Apriori-Association
Cross-line judgment
deep learning
head tracking
Hough Circular Gradient Transform
Fused intra-inter trajectories
Online Access:https://www.mdpi.com/2076-3417/11/12/5503

Internet

https://www.mdpi.com/2076-3417/11/12/5503

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