Online Palmprint Identification

نویسندگان

  • David Zhang
  • Adams Wai-Kin Kong
  • Jane You
  • Michael Wong
چکیده

Biometrics-based personal identification is regarded as an effective method for automatically recognizing, with a high confidence, a person’s identity. This paper presents a new biometric approach to online personal identification using palmprint technology. In contrast to the existing methods, our online palmprint identification system employs low-resolution palmprint images to achieve effective personal identification. The system consists of two parts: a novel device for online palmprint image acquisition and an efficient algorithm for fast palmprint recognition. A robust image coordinate system is defined to facilitate image alignment for feature extraction. In addition, a 2D Gabor phase encoding scheme is proposed for palmprint feature extraction and representation. The experimental results demonstrate the feasibility of the proposed 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

Personal Identification Using Left and Right Palmprint Images: A Survey

Biometrics is usually associate with the use of physiological and behavioural characteristic of people such as fingerprint, face, iris gait and voice, for personal identification, which provides better result compare to nonbiometric method such as password, PIN, and ID cards [1]. It is a powerful technology for applications, such as ecommerce, banking and homeland security etc. biometrics syste...

متن کامل

Kernel Fisher discriminant analysis of Gabor features for online palmprint verification

We propose an online palmprint identification and verification algorithm with the use of kernel Fisher discriminant analysis (KFD) on the Gabor wavelet representation of palm images. Desirable palm features are derived by Gabor wavelets on the palm region. The KFD method is then employed to extract higher order relations among the Gabor-palm images for palmprint recognition. As a real-world app...

متن کامل

A Survey of Multispectral Palmprint Identification Techniques

The palmprint is physiological biometric widely used for identification of individuals. Multispectral palmprint systems are good solution because it can provides more discriminative information for person identification. Multispectral palmprint identification systems for large database and used for protecting palmprint system and users privacy. This paper reviews to the palmprint identification...

متن کامل

A Fast and Efficient Palmprint Identification Method for a Large Database

This paper proposes a fast and efficient palmprint identification method for a large database. The process is accelerated as a result of our efficient palmprint classification and matching scheme. Palmprint classification method is based on principle lines which are life line, head line and heart line. Palmprints’ features are extracted with Log-Gabor filter and matched with Hamming distance in...

متن کامل

Palmprint Identification by Fourier Transform

Palmprint identification refers to searching in a database for the palmprint template, which is from the same palm as a given palmprint input. The identification process involves preprocessing, feature extraction, feature matching and decision-making. As a key step in the process, in this paper, we propose a new feature extraction method by converting a palmprint image from a spatial domain to ...

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:
  • IEEE Trans. Pattern Anal. Mach. Intell.

دوره 25  شماره 

صفحات  -

تاریخ انتشار 2003