A Study of Touchless Fingerprint Recognition System

نویسندگان

  • Chulhan Lee
  • Sanghoon Lee
  • Jaihie Kim
چکیده

Fingerprint recognition systems are widely used in the field of biometrics. Many existing fingerprint sensors acquire fingerprint images as the user’s fingerprint is contacted on a solid flat sensor. Because of this contact, input images from the same finger can be quite different and there are latent fingerprint issues that can lead to forgery and hygienic problems. For these reasons, a touchless fingerprint recognition system has been investigated, in which a fingerprint image can be captured without contact. While this system can solve the problems which arise through contact of the user’s finger, other challenges emerge, for example, low ridge-valley contrast, and 3D to 2D image mapping. In this paper we discuss both the disadvantages and the advantages of touchless fingerprint systems and introduce the hardware and algorithm approach to solve the problems. We describe the structure of illuminator and the wavelength of light to acquire a high contrast fingerprint images. To solve the problem of 3D to 2D image mapping, we describe the method to remove the strong view difference fingerprint images. Experiments show that the touchless fingerprint system has better performance than the conventional touch based system.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Touchless Fingerprint Biometrics: A Survey on 2D and 3D Technologies Touchless Fingerprint Biometrics: A Survey on 2D and 3D Technologies

Traditional fingerprint recognition systems require that the users touch a sensor to perform biometric acquisitions. In order to increase the usability, acceptability, and accuracy of fingerprint recognition technologies, touchless systems have recently been studied. With respect to touch-based biometric techniques, these systems present important differences in most of the steps of the recogni...

متن کامل

Touchless Fingerprint recognition using MATLAB

Fingerprint recognition is the reliable and oldest biometrics used for personal identification. Many sensors were developed for fingerprint recognition systems in which the user’s finger print is placed on a sensor. Due to this contact the input fingerprint from the same finger can be different and there can be fingerprint issues which can lead to forgery and hygienic problem. For this reason t...

متن کامل

Advanced Touchless Biometric Identification using SIFT Features

The motto of this paper is to provide an efficient Biometric Identification using Multimodal Touchless Finger Print Acquisition and Mosaicking Technique. Fingerprints are traditionally captured based on contact of the finger on paper or a platen surface. This often results in partial or degraded images due to improper finger placement, skin deformation, slippage and smearing, or sensor noise fr...

متن کامل

Techniques and Recent Directions in Palmprint and Face Recognition

Face and palmprint are two biometric characteristics with the highest user-acceptance. This paper presents techniques used in palmprint and face recognition as well as techniques used in biometric fusion. Some recent research trends directions in palmprint and face recognitions are described, such as the face recognition in video and touchless hand biometrics. Keywords-biometrics; face recognit...

متن کامل

Robust Palmprint Recognition Base on Touch-Less Color Palmprint Images Acquired

In order to make the environment of palmprint recognition more flexible and improve the accuracy of touchless palmprint recognition. This paper proposes a robust, touchless, palmprint recognition system which is based on color palmprint images. This system uses skin-color thresholding and hand valley detection algorithm for extracting palmprint. Then, the local binary pattern (LBP) is applied t...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006