DocumentCode :
2524405
Title :
Real-time H/W implementation of the approximate discrete Radon transform
Author :
Frederick, M.T. ; VanderHorn, N.A. ; Somani, A.K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
fYear :
2005
fDate :
23-25 July 2005
Firstpage :
399
Lastpage :
404
Abstract :
The Radon transform (RT) is a widely studied algorithm used to perform image pattern extraction in fields such as computer graphics, medical imagery, and avionics. Real time implementation of the discrete RT (DRT) is extremely difficult due to its use of complex trigonometric functions and O(N3) time complexity, making its use in video applications difficult. A O(N2lgN) approximate discrete (ADRT) has been presented in literature (Brady, 1998) that allows highly parallel computation. This paper presents an architecture that uses the ADRT to create a computation architecture known as the xADRT. Performance analysis indicates that it can achieve a refresh rate of 10 frames per second for use in real time image processing applications.
Keywords :
Radon transforms; computational complexity; parallel architectures; real-time systems; approximate discrete Radon transform; avionics; complex trigonometric functions; computer graphics; medical imagery; parallel computation architecture; time complexity; Application software; Biomedical imaging; Computational complexity; Computer architecture; Computer graphics; Computer networks; Concurrent computing; Discrete transforms; Laboratories; Read-write memory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Application-Specific Systems, Architecture Processors, 2005. ASAP 2005. 16th IEEE International Conference on
ISSN :
2160-0511
Print_ISBN :
0-7695-2407-9
Type :
conf
DOI :
10.1109/ASAP.2005.54
Filename :
1540415
Link To Document :
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