Fusion of global and local features for face verification

被引：0
|
作者：
Fang, YC [1 ]
Tan, TN [1 ]
Wang, YH [1 ]
机构：
[1] Chinese Acad Sci, NL PR, Inst Automat, Beijing, Peoples R China
来源：
16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL II, PROCEEDINGS | 2002年
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 paper, a novel personalized feature combination scheme is proposed for face verification. ANFIS (Adaptive Neuro-Fuzz-v Inference System) and SVM (Support Vector Machine) are adopted respectively to form specialized feature representation for each subject by fusing global and local features. Instead of the common way for different subjects, we realize a new representation that adapts to each individual. Such adaptability in feature selection is inspired by face recognition in the HVS (Human Visual System) and results in an improved recognition rate.
引用
收藏
页码：382 / 385
页数：4
相关论文
共 50 条
  • [31] EAR RECOGNITION METHOD BASED ON FUSION FEATURES OF GLOBAL AND LOCAL FEATURES
    Zhang, Hai-Jun
    Mu, Zhi-Chun
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1 AND 2, 2008, : 347 - +
  • [32] Multimodal Fusion with Global and Local Features for Text Classification
    Xu, Cheng
    Wu, Yue
    Liu, Zongtian
    NEURAL INFORMATION PROCESSING, ICONIP 2017, PT I, 2017, 10634 : 124 - 134
  • [33] Fusion of local and global features for effective image extraction
    Khawaja Tehseen Ahmed
    Aun Irtaza
    Muhammad Amjad Iqbal
    Applied Intelligence, 2017, 47 : 526 - 543
  • [34] Local and global feature attention fusion network for face recognition
    Wang, Yu
    Wei, Wei
    PATTERN RECOGNITION, 2025, 161
  • [35] Offline handwritten signature verification using local and global features
    The-Anh Pham
    Hong-Ha Le
    Nang-Toan Do
    ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2015, 75 (1-2) : 231 - 247
  • [36] Offline handwritten signature verification using local and global features
    The-Anh Pham
    Hong-Ha Le
    Nang-Toan Do
    Annals of Mathematics and Artificial Intelligence, 2015, 75 : 231 - 247
  • [37] IMPROVING FACE RECOGNITION USING COMBINATION OF GLOBAL AND LOCAL FEATURES
    Nor'aini, A. J.
    Raveendran, P.
    2009 6TH INTERNATIONAL SYMPOSIUM ON MECHATRONICS AND ITS APPLICATIONS (ISMA), 2009, : 433 - +
  • [38] Face recognition using most discriminative local and global features
    Gao, Yong
    Wang, Yangsheng
    Feng, Xuetao
    Zhou, Xiaoxu
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2006, : 351 - +
  • [39] Fusion of global and local information for an on-line signature verification system
    Liu, Ning-Ning
    Wang, Yun-Hong
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 57 - 61
  • [40] On-line signature verification based on fusion of global and local information
    Hu, Lei
    Wang, Yun-Hong
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 1192 - 1196
12345