Age and gender estimation from facial image processing

被引：0
作者：
Hayashi, J [1 ]
Yasumoto, M [1 ]
Ito, H [1 ]
Niwa, Y [1 ]
Koshimizu, H [1 ]
机构：
[1] Chukyo Univ, SCCS, Toyota 4700393, Japan
来源：
SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5 | 2002年
关键词：
facial image; age estimation; gender estimation; wrinkle texture;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We are researching about an age and gender estimation based on wrinkle texture and color of facial images, Preliminary questionnaire (enquete) examination how effectively the facial images could be used for gender and age estimations was executed by using 300 different faces and 21 examinees, Wrinkles appeared in the face and the shape and size of the facial parts are selected to model the age and gender estimation in this research basing on this enquete. Basing on this preliminal consideration, an image-processing algorithm for wrinkle modeling was proposed in this paper. In addition, a method for making relationships between facial images and their keywords was proposed by using the latent semantic indexing. An efficient interface for displaying the relationships among keywords and facial images has been introduced with 2D/3D-feature space defined by the indexing.
引用
收藏
页码：13 / 18
页数：6
相关论文
共 50 条
  • [31] Combining Facial Dynamics With Appearance for Age Estimation
    Dibeklioglu, Hamdi
    Alnajar, Fares
    Salah, Albert Ali
    Gevers, Theo
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (06) : 1928 - 1943
  • [32] Age Estimation Using Facial Expression Dynamics
    Dibeklioglu, Hamdi
    Salah, Albert Ali
    Gevers, Theo
    2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2013,
  • [33] Facial age estimation with bilateral relationships exploitation
    Tian, Qing
    Cao, Meng
    Sun, Heyang
    Qi, Lianyong
    Mao, Junxiang
    Cao, Yue
    Tang, Jun
    NEUROCOMPUTING, 2021, 444 : 158 - 169
  • [34] Estimation of Age Groups based on Facial Features
    Soni, Ankit Kumar
    Kumar, Rajinder
    Kishore, Dontaraju Krishna
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT), 2015, : 681 - 687
  • [35] Radiological image processing advantages applied to human age estimation based on dental parameters
    Nigro Mazzilli, Luiz Eugenio
    Haltenhoff Melani, Rodolfo Francisco
    Lascala, Cesar Angelo
    Mariano, Gabriel Goncalves
    Sakaguti, Nelson M.
    Cameriere, Roberto
    JOURNAL OF FORENSIC RADIOLOGY AND IMAGING, 2019, 17 : 12 - 17
  • [36] Deep age estimation by fusing facial information
    Li Y.-F.
    Lu Z.-Y.
    Li J.
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2017, 34 (09): : 1236 - 1243
  • [37] Age Estimation from Face Image using Wrinkle Features
    Jana, Ranjan
    Datta, Debaleena
    Saha, Rituparna
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES, ICICT 2014, 2015, 46 : 1754 - 1761
  • [38] Age Estimation Based on ECG and Combined Features from Randomized Facial Blocks
    Chang, Chih-Han
    Lin, Chang-Hong
    2017 IEEE 6TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE), 2017,
  • [39] Age Estimation Using Gender Information
    Lakshmiprabha, N. S.
    Bhattacharya, J.
    Majumder, S.
    COMPUTER NETWORKS AND INTELLIGENT COMPUTING, 2011, 157 : 211 - 216
  • [40] Age and Gender Estimation using Deep Residual Learning Network
    Lee, Seok Hee
    Hosseini, Sepidehsadat
    Kwon, Hyuk Jin
    Moon, Jaewon
    Koo, Hyung Il
    Cho, Nam Ik
    2018 INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT), 2018,
12345