Optical Coherence Straingraphy Using Low Coherence Intereferometer (2nd Report, Speckle Noise Reduction Using Adjacent Cross-correlation Multiplication)

نویسندگان

  • Souichi SAEKI
  • Youhei HASHIMOTO
  • Yoshitaro SAKATA
  • Takashi SAITO
  • Takafumi HIRO
  • Masunori MATSUZAKI
چکیده

Acute coronary syndromes are caused by the rupture of unstable plaques on coronary arteries. The stability of plaque, which depends on biomechanical properties of fibrous cap, should be diagnosed crucially. Recently, Optical Coherence Straingraphy (OCS) , e.g. an estimator of micro bio-strain distribution, has been being improved on the basis of Optical Coherence Tomography. This is composed of the recursive cross-correlation technique, which can provide the displacement vector distribution with high resolution. However, biomechanical characteristics have never estimated exhaustively, because OCT images severely include the speckle noise occurred by backscattering light from tissue. In the present study, proposed is Adjacent Cross-correlation Multiplication (ACM) as speckle noise reduction method. Multiplying adjacent correlation maps can eliminate anomalies from speckle noise, and then enhanse S/N in the determination of maximum correlation coefficient. Error propagation can be further privented by recursively introducing to OCS algorithm. In this report, the proposed method was experimentally and numerically applied to compressed tissue samples to carry out the accuracy verifications. Consequently, it was quantitatively confirmed that its accuracy of displacement vectors could be enhanced by introducing ACM to OCS, thus, the proposed method can obtain the accurate strain map with high resolution.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Speckle Noise Reduction for the Enhancement of Retinal Layers in Optical Coherence Tomography Images

Introduction One of the most important pre-processing steps in optical coherence tomography (OCT) is reducing speckle noise, resulting from multiple scattering of tissues, which degrades the quality of OCT images. Materials and Methods The present study focused on speckle noise reduction and edge detection techniques. Statistical filters with different masks and noise variances were applied on ...

متن کامل

The Application of Multi-Layer Artificial Neural Networks in Speckle Reduction (Methodology)

Optical Coherence Tomography (OCT) uses the spatial and temporal coherence properties of optical waves backscattered from a tissue sample to form an image. An inherent characteristic of coherent imaging is the presence of speckle noise. In this study we use a new ensemble framework which is a combination of several Multi-Layer Perceptron (MLP) neural networks to denoise OCT images. The noise is...

متن کامل

Speckle reduction in optical coherence tomography images based on wave atoms.

Optical coherence tomography (OCT) is an emerging noninvasive imaging technique, which is based on low-coherence interferometry. OCT images suffer from speckle noise, which reduces image contrast. A shrinkage filter based on wave atoms transform is proposed for speckle reduction in OCT images. Wave atoms transform is a new multiscale geometric analysis tool that offers sparser expansion and bet...

متن کامل

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion

Speckle noise is problematic in optical coherence tomography (OCT). With the fast scan rate, swept source OCT scans the same position in the retina for multiple times rapidly and computes an average image from the multiple scans for speckle reduction. However, the eye movement poses some challenges. In this paper, we propose a new method for speckle reduction from multiply-scanned OCT slices. T...

متن کامل

Optical coherence tomography speckle reduction by a partially spatially coherent source.

Speckle in optical coherence tomography (OCT) images originates in the high spatial coherence of incident light that enables interference of light backscattered from spatially heterogenous tissue specimens. We report results of a numerical simulation and an experiment to test speckle reduction using a partially spatially coherent source. A Gaussian-Schell model for a partially spatially coheren...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010