Literature DB >> 23903174

Speckle reduction of retinal optical coherence tomography based on contourlet shrinkage.

Jianbing Xu1, Haiyan Ou, Edmund Y Lam, P C Chui, Kenneth K Y Wong.   

Abstract

Speckle reduction of retinal optical coherence tomography (OCT) images helps the diagnosis of ocular diseases. In this Letter, we present a speckle reduction method based on shrinkage in the contourlet domain for retinal OCT images. The algorithm overcomes the disadvantages of the wavelet shrinkage method, which lacks directionality and anisotropy. The trade-off between speckle reduction and edge preservation is controlled by a single adjustable parameter, which determines the threshold in the contourlet domain. Results show substantial reduction of speckle noise and enhanced visualization of layer structures as demonstrated in the image of the central fovea region of the human retina. It is expected to be utilized in a wide range of biomedical imaging applications.

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Year:  2013        PMID: 23903174     DOI: 10.1364/OL.38.002900

Source DB:  PubMed          Journal:  Opt Lett        ISSN: 0146-9592            Impact factor:   3.776


  5 in total

Review 1.  State-of-the-art in retinal optical coherence tomography image analysis.

Authors:  Ahmadreza Baghaie; Zeyun Yu; Roshan M D'Souza
Journal:  Quant Imaging Med Surg       Date:  2015-08

2.  Retinal optical coherence tomography image enhancement via deep learning.

Authors:  Kerry J Halupka; Bhavna J Antony; Matthew H Lee; Katie A Lucy; Ravneet S Rai; Hiroshi Ishikawa; Gadi Wollstein; Joel S Schuman; Rahil Garnavi
Journal:  Biomed Opt Express       Date:  2018-11-13       Impact factor: 3.732

3.  Pixel-based speckle adjustment for noise reduction in Fourier-domain OCT images.

Authors:  Anqi Zhang; Jiefeng Xi; Jitao Sun; Xingde Li
Journal:  Biomed Opt Express       Date:  2017-02-21       Impact factor: 3.732

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

Authors:  Yongzhao Du; Gangjun Liu; Guoying Feng; Zhongping Chen
Journal:  J Biomed Opt       Date:  2014-05       Impact factor: 3.170

Review 5.  Involuntary eye motion correction in retinal optical coherence tomography: Hardware or software solution?

Authors:  Ahmadreza Baghaie; Zeyun Yu; Roshan M D'Souza
Journal:  Med Image Anal       Date:  2017-02-04       Impact factor: 8.545

  5 in total

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