A Hybrid Approach with the Wavelet Transform, Modular Neural Networks and Fuzzy Integrals for Face and Fingerprint Recognition

被引：0
|
作者：
Alvarado, Manuel [1 ]
Melin, Patricia [2 ]
Lopez, Miguel [2 ]
Mancilla, Alejandra [2 ]
Castillo, Oscar [2 ]
机构：
[1] Tijuana Inst Technol, Tijuana, Mexico
[2] Inst Technol, Grad Div Tijuana, Tijuana, Mexico
来源：
HIMA: 2009 IEEE WORKSHOP ON HYBRID INTELLIGENT MODELS AND APPLICATIONS | 2009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 new approach for pattern recognition using wavelets, modular neural networks and fuzzy logic is presented. A new architecture for modular neural networks for achieving pattern recognition in the particular case of human faces and fingerprints is described. Also, the method for achieving response integration is based on the fuzzy Sugeno integral with some modifications for the particular application. Response integration is required to combine the outputs of all the modules in the modular network. The Wavelet Transform is used for image compression.
引用
收藏
页码：19 / +
页数：2
相关论文
共 50 条
  • [31] Biometric Speaker Recognition Using Neural Networks and Wavelet Transform
    Daghbosheh, Mohammed
    Hattab, Ezz
    Bisher, Ahmad
    2011 INTERNATIONAL CONFERENCE ON CIVIL ENGINEERING AND INFORMATION TECHNOLOGY (CEIT 2011), 2011, : 1 - 8
  • [32] Wavelet Transform for the Analysis of Convolutional Neural Networks in Texture Recognition
    Florindo, Joao Batista
    PROCEEDINGS OF THE 17TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 4, 2022, : 502 - 509
  • [33] Wavelet Transform Assisted Neural Networks for Human Activity Recognition
    Sengupta, Roshwin
    Polian, Ilia
    Hayes, John P.
    2022 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS 22), 2022, : 1254 - 1258
  • [34] Prefiltering for pattern recognition using wavelet transform and neural networks
    Yang, F
    Paindavoine, M
    ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 127, 2003, 127 : 125 - 206
  • [35] Wavelet neural networks with a hybrid learning approach
    Lin, Cheng-Jian
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2006, 22 (06) : 1367 - 1387
  • [36] Approach to face recognition using neural networks
    Paliy, I.
    Sachenko, A.
    Koval, V.
    Kurylyak, Y.
    2005 IEEE INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS, 2005, : 112 - 115
  • [37] APPLICATIONS OF WAVELET TRANSFORM AND FUZZY NEURAL NETWORK ON POWER QUALITY RECOGNITION
    Liao, Chiung-Chou
    Yang, Hong-Tzer
    Lin, Ying-Chun
    INTERNATIONAL CONFERENCE ON POWER CONTROL AND OPTIMIZATION, 2008, 1052 : 19 - +
  • [38] Image recognition using adaptive fuzzy neural network and wavelet transform
    Zeng, HL
    Yi, Y
    ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, 2003, 2639 : 635 - 639
  • [39] NEURAL NETWORKS FOR FINGERPRINT RECOGNITION
    BALDI, P
    CHAUVIN, Y
    NEURAL COMPUTATION, 1993, 5 (03) : 402 - 418
  • [40] A Fuzzy Transform Approach to Face Recognition using New Classifiers
    Vigin, V. P.
    Afsal, S.
    Ahamed, Rafeeq K.
    Jothykumar, Jijo
    Ahmed, Shabeer
    Sayeed, Farrukh
    PROCEEDINGS OF THE 2016 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2016, : 1443 - 1446
12345