Fast Face Tracking-by-Detection Algorithm for Secure Monitoring

Fast Face Tracking-by-Detection Algorithm for Secure Monitoring

This work proposes a fast face tracking-by-detection (FFTD) algorithm that can perform tracking, face detection and discrimination tasks. On the basis of using the kernelized correlation filter (KCF) as the basic tracker, multitask cascade convolutional neural networks (CNNs) are used to detect the...

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Bibliographic Details
Main Authors: Jia Su, Lihui Gao, Wei Li, Yu Xia, Ning Cao, Ruichao Wang
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
Internet of Things
secure monitoring
face tracking
tracking-by-detection
correlation filter
convolution neural network
Online Access:https://www.mdpi.com/2076-3417/9/18/3774

Internet

https://www.mdpi.com/2076-3417/9/18/3774

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