Facial image retrieval based on demographic classification

被引:16
|
作者
Wu, B [1 ]
Ai, HZ [1 ]
Huang, C [1 ]
机构
[1] Tsing Hua Univ, Dept Comp Sci & Technol, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China
关键词
D O I
10.1109/ICPR.2004.1334677
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 paper we propose a novel method for demographic classification and present an image retrieval system that can retrieve facial images by demographic information that includes gender, age and ethnicity. The demographic information is extracted from human faces by demographic classifiers that are learned from boosting Haar feature based Look-Up-Table type weak classifiers. The image retrieval system consists of three modules, face detection, facial feature landmark extraction and demographic classification. Experiment results are reported to show its potential in the management of a large facial image database for online retrieval applications.
引用
收藏
页码:914 / 917
页数:4
相关论文
共 50 条
  • [1] Approximated classification in interactive facial image retrieval
    Yang, ZR
    Laaksonen, J
    IMAGE ANALYSIS, PROCEEDINGS, 2005, 3540 : 770 - 779
  • [2] Shape Based Image Retrieval and Classification
    Nunes, Joao Ferreira
    Moreira, Pedro Miguel
    Tavares, Joao Manuel R. S.
    SISTEMAS Y TECNOLOGIAS DE INFORMACION, 2010, : 433 - +
  • [3] An Image Based on SVM Classification Technique in Image Retrieval
    Jiang Qianyi
    Zhong Shaohong
    Yang Yuwei
    RECENT DEVELOPMENTS IN INTELLIGENT SYSTEMS AND INTERACTIVE APPLICATIONS (IISA2016), 2017, 541 : 303 - 308
  • [4] Facial Image Retrieval Based on Local and Regional Features
    Obulesu, A.
    Kiran, Jangala Sasi
    Kumar, V. Vijaya
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT), 2015, : 841 - 846
  • [5] An image retrieval system based on region classification
    Özcanli, ÖC
    Yarman-Vural, F
    COMPUTER AND INFORMATION SCIENCES - ISCIS 2004, PROCEEDINGS, 2004, 3280 : 449 - 458
  • [6] Facial Image Classification Based on Age and Gender
    Kalansuriya, Thakshila R.
    Dharmaratne, Anuja T.
    2013 INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER), 2013, : 44 - 50
  • [7] Facial Action Units-Based Image Retrieval for Facial Expression Recognition
    Trinh Thi Doan Pham
    Kim, Sesong
    Lu, Yucheng
    Jung, Seung-Won
    Won, Chee-Sun
    IEEE ACCESS, 2019, 7 : 5200 - 5207
  • [8] Image Sense Classification in Text-Based Image Retrieval
    Chang, Yih-Chen
    Chen, Hsin-Hsi
    INFORMATION RETRIEVAL TECHNOLOGY, PROCEEDINGS, 2009, 5839 : 124 - 135
  • [9] Cross-modal Attribute Based Facial Image Retrieval
    Mali, Dasharath
    Biswas, Soma
    2015 FIFTH NATIONAL CONFERENCE ON COMPUTER VISION, PATTERN RECOGNITION, IMAGE PROCESSING AND GRAPHICS (NCVPRIPG), 2015,
  • [10] Partially Occluded Facial Image Retrieval Based on a Similarity Measurement
    Park, Sohee
    Lee, Hansung
    Yoo, Jang-Hee
    Kim, Geonwoo
    Kim, Soonja
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015