An Intelligent Architecture Based on Field Programmable Gate Arrays Designed to Detect Moving Objects by Using Principal Component Analysis

An Intelligent Architecture Based on Field Programmable Gate Arrays Designed to Detect Moving Objects by Using Principal Component Analysis

This paper presents a complete implementation of the Principal Component Analysis (PCA) algorithm in Field Programmable Gate Array (FPGA) devices applied to high rate background segmentation of images. The classical sequential execution of different parts of the PCA algorithm has been parallelized....

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Bibliographic Details
Main Authors: Ignacio Bravo, Daniel Pizarro, Pedro Jiménez, Alfredo Gardel, José L. Lázaro, Manuel Mazo
Format: Article
Language:English
Published: MDPI AG 2010-10-01
Series:Sensors
Subjects:
FPGA
PCA
CMOS sensor
object detection
image processing
Online Access:http://www.mdpi.com/1424-8220/10/10/9232/

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http://www.mdpi.com/1424-8220/10/10/9232/

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