SCORE-LEVEL FUSION IN BIOMETRIC VERIFICATION

被引:0
|
作者
Alsaade, Fawaz [1 ]
Zahrani, Mohammed [1 ]
Alghamdi, Turki [2 ]
机构
[1] King Faisal Univ, Coll Comp Sci & Informat Technol, Alhassa, Saudi Arabia
[2] Umm Al Qura Univ, Coll Comp & Informat Syst, Mecca, Saudi Arabia
关键词
Identification; biometrics; fusion; score level;
D O I
10.1109/ISBAST.2013.34
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents and details the investigations into the effectiveness of various score level fusion approaches in both multi-sample and multimodal biometric systems. Experimental investigations are conducted using face and speech modalities. The scores for face and voice biometrics are based on the use of different features extracted from the XM2VTS database. These scores are provided by IDIAP research institute. Experimental results demonstrated that a higher performance can be achieved by applying the fusion at multimodal level.
引用
收藏
页码:193 / 197
页数:5
相关论文
共 50 条
  • [1] Score-level fusion for cancelable multi-biometric verification
    Dwivedi, Rudresh
    Dey, Somnath
    [J]. PATTERN RECOGNITION LETTERS, 2019, 126 : 58 - 67
  • [2] A score-level fusion benchmark database for biometric authentication
    Poh, N
    Bengio, S
    [J]. AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2005, 3546 : 1059 - 1070
  • [3] A Novel Method for Fusion Operators Evaluating at Score-Level Fusion in Biometric Authentication
    Zhang, Yanqiang
    Sun, Dongmei
    Qiu, Zhengding
    [J]. 2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 1339 - 1342
  • [4] Adaptive score-level fusion for multi-modal biometric authentication
    Jiang, Qi
    Zhao, Xiaomin
    Zhao, Guichuan
    Wang, Jinhua
    Li, Xinghua
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2023, 50 (04): : 11 - 21
  • [5] Multimodal fingerprint verification by score-level fusion: An experimental investigation
    Marcialis, Gian Luca
    Roli, Fabio
    Didaci, Luca
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2013, 24 (01) : 51 - 60
  • [6] Multi-filter Score-Level Fusion for Fingerprint Verification
    Ahmed, Muhammad Atta Othman
    Reyad, Omar
    AbdelSatar, Yasser
    Omran, Nahla F.
    [J]. INTERNATIONAL CONFERENCE ON ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS (AMLTA2018), 2018, 723 : 624 - 633
  • [7] CMC Curve Properties and Biometric Source Weighting in Multi-Biometric Score-level Fusion
    Damer, Naser
    Opel, Alexander
    Nouak, Alexander
    [J]. 2014 17TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2014,
  • [8] Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication
    Poh, N
    Bengio, S
    [J]. PATTERN RECOGNITION, 2006, 39 (02) : 223 - 233
  • [9] A New Anchored Normalization Technique for Score-level Fusion in Multimodal Biometric Systems
    Kabir, Waziha
    Ahmad, M. Omair
    Swamy, M. N. S.
    [J]. 2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2016, : 93 - 96
  • [10] Score Reliability Based Weighting Technique for Score-level Fusion in Multi-biometric Systems
    Kabir, Waziha
    Ahmad, M. Omair
    Swamy, M. N. S.
    [J]. 2016 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2016), 2016,