Multi-scale aware dual path network for face detection in resource-constrained edge computing environment

Multi-scale aware dual path network for face detection in resource-constrained edge computing environment

Aiming at the problem that face detectors with complex deep neural structures are difficult to deploy in the resource-constrained edge computing environment,to reduce the resource consumption while maintain the accuracy in complex scenes such as multi-scale face changes,occlusion,blur,and illuminati...

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Bibliographic Details
Main Authors: Qi QI, Yingxin MA, Jingyu WANG, Haifeng SUN, Jianxin LIAO
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-08-01
Series:Tongxin xuebao
Subjects:
face detection
multi-scale aware
feature fusion
analysis of facial features
deep learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020177/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020177/

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