Automatic detection of anthropometric features from facial images

被引:0
|
作者
Guenay, Asuman [1 ]
Nabiyev, Vasif V. [1 ]
机构
[1] Karadeniz Tech Univ, Bilgisayar Muhendisligi Bolumu, Trabzon, Turkey
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study we try to detect anthropometric features and estimate age from facial images. We designed a neural network and trained it for face detection. In order to locate the facial features we calculate the vertical and horizontal projections and search them for minimums and maximums. Later we calculate some geometrical ratios and differences which are used for age estimation. Experimental results show that our algorithm can detect the face and facial features successfully.
引用
收藏
页码:727 / 730
页数:4
相关论文
共 50 条
  • [1] A novel algorithm for automatic detection of faces And facial features in color images
    Xing, YC
    Tan, Z
    Wu, SH
    IMAGE EXTRACTION, SEGMENTATION, AND RECOGNITION, 2001, 4550 : 258 - 263
  • [2] A Review of Automatic Lie Detection from Facial Features
    Delmas, Hugues
    Denault, Vincent
    Burgoon, Judee K.
    Dunbar, Norah E.
    JOURNAL OF NONVERBAL BEHAVIOR, 2024, 48 (01) : 93 - 136
  • [3] A Review of Automatic Lie Detection from Facial Features
    Hugues Delmas
    Vincent Denault
    Judee K. Burgoon
    Norah E. Dunbar
    Journal of Nonverbal Behavior, 2024, 48 : 93 - 136
  • [4] Automatic Liveness Detection for Facial Images
    Hassan, Mehad Araby
    Mustafa, Mohamed Nabil
    Wahba, Ayman
    2017 12TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND SYSTEMS (ICCES), 2017, : 215 - 220
  • [5] Automatic face and facial features detection
    Lee, H
    Kil, S
    Han, Y
    Hong, S
    ISIE 2001: IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS PROCEEDINGS, VOLS I-III, 2001, : 254 - 259
  • [6] Automatic detection of face and facial features
    Yuen, Chai Tong
    Rizon, M.
    San, Woo San
    Sugisaka, M.
    PROCEEDINGS OF THE 7TH WSEAS INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, ROBOTICS AND AUTOMATION: ADVANCED TOPICS ON SIGNAL PROCESSING, ROBOTICS AND AUTOMATION, 2008, : 230 - +
  • [7] Automatic Age Estimation from Face Images Using Facial Features
    Ingole, Ashwini L.
    Karande, Kailash J.
    2018 2ND IEEE GLOBAL CONFERENCE ON WIRELESS COMPUTING AND NETWORKING (GCWCN - 2018), VOL II, 2018, : 104 - 108
  • [8] Automatic edge-based localization of facial features from images with complex facial expressions
    Gizatdinova, Yulia
    Surakka, Veikko
    PATTERN RECOGNITION LETTERS, 2010, 31 (15) : 2436 - 2446
  • [9] Automatic detection of facial landmarks from AU-coded expressive facial images
    Gizatdinova, Yulia
    Surakka, Veikko
    14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2007, : 419 - +
  • [10] Study on automatic extraction of features in successive facial images
    Liu, Y.H.
    Yu, L.
    Yao, Q.D.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science Edition, 2001, 35 (02):