DocumentCode :
2414502
Title :
Visual contrast enhancement of optical coherence tomography images by combined and image fusion methods
Author :
Duraisamy, Prakash ; Ei-Saba, A. ; Yuan, Xiahui ; Giri, B.
Author_Institution :
Dept. of Comput. Sci., Univ. of North Texas, Denton, TX, USA
fYear :
2010
fDate :
29-31 July 2010
Firstpage :
1
Lastpage :
1
Abstract :
Optical coherence tomography (OCT) is an interferometric. noninvasive and non contact imaging technique mat generates images of biological tissues at micrometer scale resolution. Images obtained from the OCT process are often noisy and of low visual contrast level This work focuses on improving the visual contrast of OCT images using image and fusion techniques Since OCT images are often corrupted with noise, our first approach is to use the most effective noise reduction algorithm. This process is followed by a series of digital enhancement techniques that are suitable to enhance the visual contrast of the OCT images. We also investigate any gain in visual contrast if combined enhancement is employed. In the image fusion methods, images taken at different depths are fused together using discrete wavelet transform (DUT) We answer the question of it is more efficient to enhance images before or after fusion. This work concludes by performing an analysis mat defines the an efficient approach to improve the visual contrast of OCT images.
Keywords :
biomedical optical imaging; discrete wavelet transforms; image denoising; image enhancement; image fusion; medical image processing; optical tomography; OCT images; biological tissues; digital enhancement techniques; discrete wavelet transform; image fusion; low visual contrast level; micrometer scale resolution; noise reduction algorithm; nou contact imaging technique; optical coherence tomography images; visual contrast enhancement; Algorithm design and analysis; Histograms; Image resolution; Noise measurement; Optical character recognition software; Optical interferometry; Scattering; Digital image enhancement; Image fusion; Optical coherence tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing Communication and Networking Technologies (ICCCNT), 2010 International Conference on
Conference_Location :
Karur
Print_ISBN :
978-1-4244-6591-0
Type :
conf
DOI :
10.1109/ICCCNT.2010.5591592
Filename :
5591592
Link To Document :
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