An FPGA-based Point Pattern Matching Processor with Application to Fingerprint Matching

نویسندگان

  • Nalini K. Ratha
  • Anil K. Jain
  • Diane T. Rover
چکیده

We describe the design and synthesis of a high-performance coprocessor for point pattern matching with application to ngerprint matching using Splash 2-an attached processor for SUN SPARCstation hosts. Each of the eld programmable gate array (FPGA)-based processing elements (PEs) is programmed using VHDL behavioral modeling. Using the simulation tools, the program logic is veriied. The nal control bit stream for the PEs is generated using the synthesis tools. The point feature matching coprocessor can run at a peak speed of 17.1 MHz per feature vector of a n-gerprint. With 65 features per ngerprint, the matching speed has been projected at the rate of 2:610 5 n-gerprints/sec. The synthesized coprocessor was tested on a 10,000 ngerprint database.

برای دانلود رایگان 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

An FPGA-based Point Pattern Matching Processor with Application to Fingerprint Matching - Computer Architectures for Machine Perception, 1995. Proceedings. CAMP '95

W e describe the design and synthes is of a highper formance coprocessor f o r po in t pa t t e rn matching wi th application t o f ingerpr in t matching using Splash 2 a n attached processor for SUN S P A R C s t a t i o n hosts. E a c h of t h e field programmable gate array ( F P G A ) based processing e lements (PES) i s programmed using VHDL behavioral modeling. Using the s imula t ion too...

متن کامل

FPGA Implementation of FFT using CORDIC Processor for Fingerprint Application

Fingerprint applications are widely used to identify person’s authenticity. It is an important part of Biometric system which is widely accepted because of its accuracy. The frequency domain analysis of fingerprint plays an important role for authentication of noisy fingerprint images. In our project we proposed a new technique to extract features of fingerprint image for perfect matching. The ...

متن کامل

A Real-Time Matching System for Large Fingerprint Databases

With the current rapid growth in multimedia technology, there is an imminent need for efficient techniclues to search and query large image databases. Because of their unique and peculiar needs, image databases cannot be treated iri a similar fashion to other types of digital libraries. The contextual dependencies present in images, and the complex nature of two-dimensional image data make the ...

متن کامل

FPGA Implementation of Orientation Field Estimation of Fingerprint Recognition Process

Most of the automatic fingerprint verification systems are based on minutiae pattern matching. The accuracy of the system depends on the quality and location of minutiae. Most of the time, the quality of the ridges in the fingerprint image is not well defined. This leads to failure of precise location of minutiae. Hence, it is essential to get distinct ridges from the fingerprint images. The or...

متن کامل

Accelerating Weeder: A DNA Motif Search Tool Using the Micron Automata Processor and FPGA

Motif searching, i.e., identifying meaningful patterns from biological data, has been studied extensively due to its importance in the biomedical sciences. In this work, we seek to improve the performance of Weeder, a widely-used tool for automatic de novo motif searching. Weeder consists of several functions, among which we find that the function namely oligo_scan, which handles the pattern ma...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1995