JOURNAL ARTICLE

<title>Correction of geometric image distortion using FPGAs</title>

David EadieFergal ShevlinAndy Nisbet

Year: 2003 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 4877 Pages: 28-37   Publisher: SPIE

Abstract

Many image processing systems have real-time performance constraints. Systems implemented on general purpose processors maximize performance by keeping busy the small fixed number of available functional units such as adders and multipliers. In this paper we investigate the use of programmable logic devices to accelerate the execution of an application. Field Programmable Gate Arrays (FPGAs) can be programmed to generate application specific logic that alters the balance and type(s) of functional units to match application characteristics. In this paper we introduce a correction of geometric image distortion application. Real number support is a requirement in most image processing applications. We examine the suitability of fixed point, floating-point and logarithmic number systems for an FPGA implementation of this image processing application. Performance results are presented in terms of: (1) execution time, and (2) FPGA logic resource requirements.

Keywords:
Field-programmable gate array Computer science Adder Distortion (music) Image (mathematics) Image processing Logarithm Programmable logic device Computer hardware Embedded system Arithmetic Artificial intelligence Mathematics

Metrics

20
Cited By
1.88
FWCI (Field Weighted Citation Impact)
3
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

CCD and CMOS Imaging Sensors
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Numerical Methods and Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Analog and Mixed-Signal Circuit Design
Physical Sciences →  Engineering →  Biomedical Engineering

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