Title :
Reconstruction and noise reduction of time-domain optical coherence tomography signal based on wavelet-ridge
Author :
Xiaona Lin ; Zhifang Li ; Hui Li ; Jianjun Li
Author_Institution :
Key Lab. of Optoelectron. Sci. & Technol. for Med., Fujian Normal Univ., Fuzhou, China
Abstract :
We propose a method to demodulate and reconstruct the interference signal of time-domain optical coherence tomography based on wavelet-ridge. Firstly, for the signal acquired, we computed its continuous, complex-valued, wavelet transform. Then the frequency signature at the position of wavelet-ridge was determined. We reconstructed the original signal by equal-interval sampling the wavelet coefficient module at the position of wavelet-ridge. Thus, the noise variance was estimated using wavelet decomposition coefficients in high frequency. This method is simply operated and shows potential in application.
Keywords :
biomedical optical imaging; demodulation; image reconstruction; image sampling; interference (signal); interference suppression; optical tomography; time-domain analysis; wavelet transforms; complex valued transform; continuous transform; equal interval sampling; frequency signature; noise variance estimation; signal acquisition; time-domain optical coherence tomography signal demodulation; time-domain optical coherence tomography signal noise reduction; time-domain optical coherence tomography signal reconstruction; wavelet coefficient module; wavelet decomposition coefficient; wavelet ridge; wavelet transform; noise reduction; signal reconstruction; wavelet transform; wavelet-ridge;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
DOI :
10.1109/BMEI.2012.6512923