Parallel biometrics computing using mobile agents

Jia You, Dapeng Zhang, Jiannong Cao, M. Guo

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

6 Citations (Scopus)

Abstract

We present an efficient and effective approach to personal identification by parallel biometrics computing using mobile agents. To overcome the limitations of the existing password-based authentication services on the Internet, we integrate multiple personal features including fingerprints, palmprints, hand geometry and face into a hierarchical structure for fast and reliable personal identification and verification. To increase the speed and flexibility of the process, we use mobile agents as a navigational tool for parallel implementation in a distributed environment, which includes hierarchical biometric feature extraction, multiple feature integration, dynamic biometric data indexing and guided search. To solve the problems associated with bottlenecks and platform dependence, we apply a four-layered structural model and a three-dimensional operational model to achieve high performance. Instead of applying predefined task scheduling schemes to allocate the computing resources, we introduce a new online competitive algorithm to guide the dynamic allocation of mobile agents with greater flexibility. The experimental results demonstrate the feasibility and the potential of the proposed method.
Original languageEnglish
Title of host publicationProceedings - 2003 International Conference on Parallel Processing, ICPP 2003
PublisherIEEE
Pages305-312
Number of pages8
Volume2003-January
ISBN (Electronic)0769520170
DOIs
Publication statusPublished - 1 Jan 2003
Event2003 International Conference on Parallel Processing, ICPP 2003 - Kaohsiung, Taiwan
Duration: 6 Oct 20039 Oct 2003

Conference

Conference2003 International Conference on Parallel Processing, ICPP 2003
CountryTaiwan
CityKaohsiung
Period6/10/039/10/03

Keywords

  • Authentication
  • Biometrics
  • Concurrent computing
  • Feature extraction
  • Fingerprint recognition
  • Geometry
  • Mobile agents
  • Navigation
  • Resource management
  • Web and internet services

ASJC Scopus subject areas

  • Software
  • Mathematics(all)
  • Hardware and Architecture

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