DocumentCode :
263791
Title :
Hardware implementation of GCFD for color images recognition
Author :
Mohamed, Hager ; Mohamed, Amr ; Smach, Fethi
Author_Institution :
EME Lab., Univ. of Monastir, Monastir, Tunisia
fYear :
2014
fDate :
17-19 Jan. 2014
Firstpage :
1
Lastpage :
5
Abstract :
The aim of this paper is to present the use of Fourier descriptors for color images recognition. We are interested in the generalized Clifford Fourier descriptors (GCFD).We Present these family of descriptors, evaluate its performance by its application to color images using a pure software implementation. This implementation does not meet the real time constraint where the need for hardware implementation in order to speed up the recognition system. So we seek a better partitioning of our system in two-part HW / SH. The design and implementation of GCFD on XILINX FPGA by exploiting FFT IP are detailed in two different architectures.
Keywords :
Fourier transforms; field programmable gate arrays; image colour analysis; image recognition; GCFD; XILINX FPGA; color images recognition; generalized Clifford Fourier descriptors; hardware implementation; Color; Computer architecture; Hardware; Noise; Pattern recognition; Random access memory; Robustness; FPGA; Fourier descriptors; IPS; color images recognitions; partitioning HW/SW;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Applications and Information Systems (WCCAIS), 2014 World Congress on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4799-3350-1
Type :
conf
DOI :
10.1109/WCCAIS.2014.6916576
Filename :
6916576
Link To Document :
بازگشت