Biometric fusion by simulated annealing

被引：0
|
作者：
Huang, Lin [1 ]
Yu, Chenxi [2 ]
Zhuang, Hanqi [3 ]
Morgera, Salvatore [4 ]
机构：
[1] Metropolitan State Coll Denver, Dept Engn Technol, Denver, CO 80204 USA
[2] Xidian Univ, Sch Comp Sci & Technol, Xian, Shanxi, Peoples R China
[3] Florida Atlantic Univ, Dept Elect Engn, Boca Raton, FL 33431 USA
[4] Univ S Florida, Dept Elect Engn, Tempa, FL USA
来源：
INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS | 2012年 / 16卷 / 02期
关键词：
Biometrics; data fusion; simulated annealing (SA); heuristic search;
D O I：
10.3233/KES-2010-0234
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Biometric fusion is an essential procedure in any multi-modal biometric person recognition system, and it can be performed at sensor, feature, score and decision levels. This paper proposes to use a simulated annealing (SA) algorithm for the integration of multi- modal biometric data. The proposed method is applied to a Audio-Visual (AV) person recognition database that includes both acoustic and visual information. Superior performance of the proposed method is demonstrated through experimentation on 40 subjects in an AV database.
引用
收藏
页码：87 / 98
页数：12
相关论文
共 50 条
  • [1] Multispectral image fusion by simulated annealing
    Lillo-Saavedra, M
    Gonzalo, C
    Arqueros, A
    Martinez, E
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING IX, 2004, 5238 : 560 - 568
  • [2] Simulated annealing algorithm and optimization criteria for multisensor fusion system
    Liu, GX
    Yang, WH
    Xie, SP
    OPTIMIZATION OF STRUCTURAL AND MECHANICAL SYSTEMS, PROCEEDINGS, 1999, : 173 - 179
  • [3] Simulated annealing simulated
    Fabian, V
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1997, 33 (1-2) : 81 - 94
  • [4] On simulated annealing and nested annealing
    Rajasekaran, S
    JOURNAL OF GLOBAL OPTIMIZATION, 2000, 16 (01) : 43 - 56
  • [5] On Simulated Annealing and Nested Annealing
    Sanguthevar Rajasekaran
    Journal of Global Optimization, 2000, 16 : 43 - 56
  • [6] SIMULATED ANNEALING
    MCLAUGHLIN, MP
    DR DOBBS JOURNAL, 1989, 14 (09): : 26 - &
  • [7] SIMULATED ANNEALING
    AZENCOTT, R
    ASTERISQUE, 1988, (161-62) : 223 - 237
  • [8] SIMULATED ANNEALING
    BERTSIMAS, D
    TSITSIKLIS, J
    STATISTICAL SCIENCE, 1993, 8 (01) : 10 - 15
  • [9] Simulated annealing
    Kvasnicka, V
    Pospichal, J
    MATCH-COMMUNICATIONS IN MATHEMATICAL AND IN COMPUTER CHEMISTRY, 1996, (34) : 7 - 49
  • [10] Simulated annealing, weighted simulated annealing and genetic algorithm at work
    Bergeret, F
    Besse, P
    COMPUTATIONAL STATISTICS, 1997, 12 (04) : 447 - 465
12345