Labeling Algorithm for Face Detection Using Skin and Hair Characteristics

被引:0
|
作者
Pouya Ghofrani [1 ]
Zahra Neshat [1 ]
Hassan Aghaeinia [1 ]
机构
[1] the Electronic Engineering Department, Amirkabir University of Technology (Tehran Polytechnic)
关键词
Edge detection; hair region; label; object dependencies; skin region; threshold;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
This research presents an algorithm for face detection based on color images using three main components: skin color characteristics, hair color characteristics, and a decision structure which converts the obtained information from skin and hair regions to labels for identifying the object dependencies and rejecting many of the incorrect decisions. Here we use face color characteristics that have a good resistance against the face rotations and expressions. This algorithm is also capable of being combined with other methods of face recognition in each stage to improve the detection.
引用
收藏
页码:135 / 141
页数:7
相关论文
共 50 条
  • [21] Skin, Hair, and Nail Supplements: Marketing and Labeling Concerns
    Perez-Sanchez, Ariadna C.
    Tantry, Evelyne K.
    Burns, Emily K.
    Perez, Veronica M.
    Prabhu, Sahana
    Katta, Rajani
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2020, 12 (12)
  • [22] Adaptive Skin Classification Using Face and Body Detection
    Bianco, Simone
    Gasparini, Francesca
    Schettini, Raimondo
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (12) : 4756 - 4765
  • [23] Hybrid Skin Detection Algorithm for Face localization in facial Expression Recognition
    Khandait, S. P.
    Thool, R. C.
    2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, : 398 - +
  • [24] Face Detection Study based on Skin Color and Improved Adaboost Algorithm
    Chen, Fan
    Song, Jianxin
    PROCEEDINGS OF THE 2015 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND AUTOMATION ENGINEERING, 2016, 42 : 889 - 894
  • [25] A Face Detection Algorithm Based on Modified Skin-color Model
    Ma Xinjun
    Zhang Hongqiao
    Zhang Xin
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 3896 - 3900
  • [26] Crowd counting algorithm based on face detection and skin color recognition
    Hao, Y. N.
    Tai, V. C.
    Tan, Y. C.
    JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES, 2023, 17 (03) : 9542 - 9551
  • [27] Face detection based on skin color segmentation and improved AdaBoostSVM algorithm
    Guo, Song
    Gu, Guo-Chang
    Cai, Ze-Su
    Liu, Hai-Bo
    Shen, Jing
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2011, 41 (02): : 473 - 478
  • [28] An Efficient GPGPU based Implementation of Face Detection Algorithm using Skin Color Pre-treatment
    Guerfi, Imene
    Kriaa, Lobna
    Saidane, Leila
    ICSOFT: PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON SOFTWARE TECHNOLOGIES, 2020, : 574 - 585
  • [29] FACE LIVENESS DETECTION USING ANALYSIS OF FOURIER SPECTRA BASED ON HAIR
    Liu, Weiwen
    2014 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2014, : 75 - 80
  • [30] Face Detection by Means of Skin Detection
    Bevilacqua, Vitoantonio
    Filograno, Giuseppe
    Mastronardi, Giuseppe
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2008, 5227 : 1210 - 1220