DocumentCode :
3348862
Title :
X-ray images enhancement using human visual system model properties and adaptive filters
Author :
Hadhoud, Mohiy M.
Author_Institution :
Dept. of Telecommun., Menoufia Univ., Egypt
Volume :
3
fYear :
2001
fDate :
2001
Firstpage :
2005
Abstract :
This paper proposes the use of an adaptive image enhancement system that implements the human visual system (HVS) properties for contrast enhancement of X-ray images. X-ray images are of poor quality and are usually interpreted visually. The HVS properties considered are its adaptive nature, multichannel mechanism and high nonlinearity. The proposed method is adaptive, nonlinear and multichannel, and combines adaptive filters and homomorphic processing. Results presented illustrate the effectiveness of the proposed method
Keywords :
adaptive filters; channel bank filters; diagnostic radiography; image enhancement; medical image processing; nonlinear filters; X-ray image enhancement; adaptive filters; contrast enhancement; high nonlinearity; homomorphic processing; human visual system; medical radiography; multichannel filters; multichannel mechanism; nonlinear filters; Adaptive filters; Adaptive systems; Frequency; Humans; Image enhancement; Laplace equations; Layout; Retina; Visual system; X-ray imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
ISSN :
1520-6149
Print_ISBN :
0-7803-7041-4
Type :
conf
DOI :
10.1109/ICASSP.2001.941342
Filename :
941342
Link To Document :
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