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Occlusion Robust Tracking for Multiple Faces with Wavelet Packet Transform Feature and BP Neural Network

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成果类型:
期刊论文、会议论文
作者:
Zhao, Hui-huang*;Liu, Han;Zheng, Jin-Hua;Fu, Bin
通讯作者:
Zhao, Hui-huang
作者机构:
[Zhao, Hui-huang] Hengyang Normal Univ, Coll Comp Sci & Technol, Hengyang, Peoples R China.
[Zheng, Jin-Hua; Zhao, Hui-huang] Hunan Prov Key Lab Intelligent Informat Proc & Ap, Hengyang, Hunan, Peoples R China.
[Liu, Han] Cardiff Univ, Sch Comp Sci & Informat, Cardiff, S Glam, Wales.
[Fu, Bin] Univ Texas Rio Grande Valley, Dept Comp Sci, Edinburg, TX USA.
通讯机构:
[Zhao, Hui-huang] H
Hengyang Normal Univ, Coll Comp Sci & Technol, Hengyang, Peoples R China.
Hunan Prov Key Lab Intelligent Informat Proc & Ap, Hengyang, Hunan, Peoples R China.
语种:
英文
期刊:
2018 11TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2018)
年:
2018
页码:
1-7
会议名称:
2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61503128]; Scientific Research Fund of Hunan Provincial Education DepartmentHunan Provincial Education Department [14B02, 16C0311]; Science and Technology Plan Project of Hunan Province [2016TP1020]; Hunan Provincial Natural Science FoundationNatural Science Foundation of Hunan Province [2017JJ4001]; Subject group construction project of Hengyang Normal Universtiy [18XKQ02]
机构署名:
本校为第一且通讯机构
院系归属:
计算机科学与技术学院
摘要:
This paper presents an occlusion robust tracking (ORT) method for multiple faces tracking. Given a video having multiple faces, we firstly detect faces in the first frame using the off-the-shelf face detector, and then extract wavelet packet transform (WPT) coefficients and color features from the detected faces, finally we design a back propagation (BP) neural network and track the faces by a particle filter and BP neural network. The main contribution is twofold. Firstly, the WPT coefficients combined with traditional color features is utilized to face tracking. It efficiently describes face...

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