Chapter

Image Analysis and Recognition

Volume 9730 of the series Lecture Notes in Computer Science pp 333-340

Date:

Effectiveness of Camouflage Make-Up Patterns Against Face Detection Algorithms

  • Vojtěch FričAffiliated withDepartment of Computer Science and Engineering, Faculty of Applied Sciences, University of West Bohemia Email author 

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Abstract

The goal of this research was to evaluate which make-up patterns are effective in disrupting face detection algorithms. Three free or open source implementations of various face detection algorithms were selected. These were at first tested on an unaltered dataset. The dataset was then augmented with different make-up patterns. The patterns were chosen arbitrarily with the goal to disrupt the detection algorithms. The results show that the selected patterns decrease the accuracy of the face detection algorithms by about 10 %.

Keywords

Face detection Make-up camouflage Object detection Computer vision