Contactless finger knuckle identification using smartphones

Kamyuen Cheng, Ajay Kumar Pathak

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

30 Citations (Scopus)

Abstract

This paper details the development of a smartphone based online system to automatically identify a person by using their finger knuckle image. The key objective is to exploit user-friendly biometric, with least privacy concern, to enhance security of the data in smartphone. The final product from this research is a finger knuckle authentication smartphone application, which is developed under Android operating system with environment version 2.3.3. This paper has developed some specialized algorithms for the finger knuckle detection, image pre-processing and region segmentation. Automatically detected and segmented finger knuckle images are used to encode finger knuckle pattern phase information using a pair of log-Gabor filters. Efficient implementation of various modules is achieved in C/C++ programming language, with OpenCV library, for online application. We also developed a user-friendly graphical user interface for the users to enroll and authenticate themselves. The developed system can therefore acquire finger knuckle image from the smartphone camera and automatically authenticate the genuine users. This paper has also developed a new smartphone based finger knuckle image database of 561 finger knuckle images of 187 different fingers from 109 users, in real imaging environment. In the best of our knowledge, this is the first attempt to develop a mobile phone based finger knuckle identification which has shown highly promising results in automatically identifying the users from their finger knuckle images.
Original languageEnglish
Title of host publicationProceedings of the International Conference of the Biometrics Special Interest Group, BIOSIG 2012
Publication statusPublished - 26 Nov 2012
Event2012 International Conference of the Biometrics Special Interest Group, BIOSIG 2012 - Darmstadt, Germany
Duration: 6 Sep 20127 Sep 2012

Conference

Conference2012 International Conference of the Biometrics Special Interest Group, BIOSIG 2012
Country/TerritoryGermany
CityDarmstadt
Period6/09/127/09/12

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications

Cite this