DocumentCode :
2173277
Title :
FPGA based digital image restoration using multiresolution transform based filtering
Author :
Latha, T. ; Sasi Kumar, M. ; Raj, A.A.
Author_Institution :
EIE Dept., Noorul Islam Coll. of Eng., Kumaracoil
fYear :
2007
fDate :
20-22 Dec. 2007
Firstpage :
625
Lastpage :
628
Abstract :
Multiresolution processing of an image has become increasingly important in the present application areas like image restoration, filtering, enhancement, compression, etc. Although the Fourier transform has been the mainstay of transform-based image processing, a more recent transformation, called the wavelet transform, now makes it easier to compress, transmit, and analyze many images. Another multiscale approach which is an alternative to wavelet transform, is the multiresolution median transform. It is a non-linear transform and offers advantages for robust smoothing. This paper presents the VLSI implementation of multiresolution transform based filtering impulse noise from images. This transform has many advantages in comparison with wavelet transform, such as fast computation, error-free reconstruction, etc. synthesis is performed with Xilinx spartan-II FPGA which yields users high performance, unlimited reprogrammability, very low cost and provides system clocks upto 200 MHz.
Keywords :
Fourier transforms; VLSI; field programmable gate arrays; filtering theory; image resolution; image restoration; median filters; wavelet transforms; FPGA; Fourier Transform; VLSI implementation; digital image restoration; impulse noise filtering; multiresolution median transform; multiresolution transform based filtering; nonlinear transform; robust smoothing; transform-based image processing; wavelet transform; decimation; interpolation; median filter; multiresolution co-efficients;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Information and Communication Technology in Electrical Sciences (ICTES 2007), 2007. ICTES. IET-UK International Conference on
Conference_Location :
Tamil Nadu
ISSN :
0537-9989
Type :
conf
Filename :
4735871
Link To Document :
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