Private Face Detection Based on Random Sub-images in Cloud

Authors

Yuan Peng, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;2. Xidian University, University, Xi’an 710071, China;
Jin Xin, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;
Xiaodong Li, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;
Zhao Geng, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;
Yaming Wu, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;2. Xidian University, University, Xi’an 710071, China;
Mingxin Ma, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;2. Xidian University, University, Xi’an 710071, China;
Yulu Tian, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;
Yingya Chen, 1. Beijing Electronic Science and Technology Institute, University, Beijing 100070, China;;

Abstract

Abstract: In order to detect faces of terminal face image in the cloud at the same time protect both privacy of data,a method of face images privacy detection based on random sub-Images representation was proposed. Terminal divided original image into 2 value sub-images weighted sum based on random sub-images generation algorithm and randomly arranges weights of sub-images. Terminal sent sub-images according to the weights of random sequence to the cloud server. Cloud server detected sub-images with its face detection algorithm. Terminal merges test results based on random sub were exploded. Two random vectors were leveraged to protect the parameters of the trained face detector and the content of the terminal image. The innovation of this method is that the random sub-images thought is proposed and is applied to the image face detection making privacy face detection achieve in the cloud.

Recommended Citation

Peng, Yuan; Xin, Jin; Li, Xiaodong; Geng, Zhao; Wu, Yaming; Ma, Mingxin; Tian, Yulu; and Chen, Yingya (2020) "Private Face Detection Based on Random Sub-images in Cloud," Journal of System Simulation: Vol. 28: Iss. 9, Article 39.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol28/iss9/39

First Page

2195

Revised Date

2016-07-11

DOI Link

https://doi.org/

Last Page

2200

CLC

TP319

Recommended Citation

Yuan Peng, Jin Xin, Li Xiaodong, Zhao Geng, Wu Yaming, Ma Mingxin, Tian Yulu, Chen Yingya. Private Face Detection Based on Random Sub-images in Cloud[J]. Journal of System Simulation, 2016, 28(9): 2195-2200.