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A novel 3-D palmprint acquisition system

  • Wei Li*
  • , David Zhang
  • , Guangming Lu
  • , Nan Luo
  • *Corresponding author for this work
  • Shenzhen Institute of Advanced Technology
  • Hong Kong Polytechnic University
  • Harbin Institute of Technology Shenzhen

Research output: Contribution to journalArticlepeer-review

Abstract

Palmprints have been widely studied for personal authentication because they are highly accurate and incur low costs. Most of the previous work has focused on two-dimensional (2-D) palmprint identification. However, the inner surfaces of palms contain not only texture information but also shape information. Unfortunately, 2-D palmprint systems lose the shape information when capturing palmprint images. Hence, three-dimensional (3-D) information is important for palmprint systems. In this paper, we have designed and developed a novel 3-D palmprint acquisition system based on structured-light imaging technology. The acquisition system can obtain 3-D palmprint information and, at the same time, the corresponding 2-D texture, which are used for personal authentication. A 3-D palmprint database that contains 8000 samples has been established by using the developed acquisition system, and the test results illustrate the effectiveness of our system.

Original languageEnglish
Article number6017138
Pages (from-to)443-452
Number of pages10
JournalIEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans
Volume42
Issue number2
DOIs
StatePublished - Mar 2012
Externally publishedYes

Keywords

  • Biometrics
  • palmprint depth
  • structured-light imaging
  • three-dimensional (3-D) palmprint measurement

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