Paper Info
Title
Fpga Pulse Mode Implementation Of A Gaussian Fuzzy C-Means Algorithm
Abstract
Fuzzy C-Means (FCM) is well known as a fuzzy clustering approach offering good performances in image processing applications. The use of the Euclidian distance in the membership function causes a tremendous complexity in hardware implementation. For this reason, we propose a modified version of the FCM algorithm aiming at hardware resources minimization. In this paper, a pulse mode hardware architecture of this algorithm is proposed and implemented in a Virtex 6 FPGA platform. Such implementation offers many advantages over software solution, namely in speed.
Year
DOI
Venue
2015
10.1109/SSD.2015.7348260
2015 IEEE 12TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD)
Keywords
DocType
Citations 
Hardware Implementation, FPGA, Fuzzy C-Means, Pulse Mode
Conference
0
PageRank 
References 
Authors
0.34
3
3
Name
Order
Citations
PageRank
Mohamed Krid142.80
marwa karray200.34
Dorra Sellami Masmoudi3428.85