Cargando…

Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform

Optical coherence tomography is an emerging non-invasive technology that provides high resolution, cross-sectional tomographic images of internal structures of specimens. OCT images, however, are usually degraded by significant speckle noise. Here we introduce to our knowledge the first 3D approach...

Descripción completa

Detalles Bibliográficos
Autores principales: Jian, Zhongping, Yu, Lingfeng, Rao, Bin, Tromberg, Bruce J., Chen, Zhongping
Formato: Texto
Lenguaje:English
Publicado: Optical Society of America 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2898712/
https://www.ncbi.nlm.nih.gov/pubmed/20173923
http://dx.doi.org/10.1364/OE.18.001024
_version_ 1782183509536800768
author Jian, Zhongping
Yu, Lingfeng
Rao, Bin
Tromberg, Bruce J.
Chen, Zhongping
author_facet Jian, Zhongping
Yu, Lingfeng
Rao, Bin
Tromberg, Bruce J.
Chen, Zhongping
author_sort Jian, Zhongping
collection PubMed
description Optical coherence tomography is an emerging non-invasive technology that provides high resolution, cross-sectional tomographic images of internal structures of specimens. OCT images, however, are usually degraded by significant speckle noise. Here we introduce to our knowledge the first 3D approach to attenuating speckle noise in OCT images. Unlike 2D approaches which only consider information in individual images, 3D processing, by analyzing all images in a volume simultaneously, has the advantage of also taking the information between images into account. This, coupled with the curvelet transform’s nearly optimal sparse representation of curved edges that are common in OCT images, provides a simple yet powerful platform for speckle attenuation. We show the approach suppresses a significant amount of speckle noise, while in the mean time preserves and thus reveals many subtle features that could get attenuated in other approaches.
format Text
id pubmed-2898712
institution National Center for Biotechnology Information
language English
publishDate 2010
publisher Optical Society of America
record_format MEDLINE/PubMed
spelling pubmed-28987122010-07-07 Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform Jian, Zhongping Yu, Lingfeng Rao, Bin Tromberg, Bruce J. Chen, Zhongping Opt Express Research-Article Optical coherence tomography is an emerging non-invasive technology that provides high resolution, cross-sectional tomographic images of internal structures of specimens. OCT images, however, are usually degraded by significant speckle noise. Here we introduce to our knowledge the first 3D approach to attenuating speckle noise in OCT images. Unlike 2D approaches which only consider information in individual images, 3D processing, by analyzing all images in a volume simultaneously, has the advantage of also taking the information between images into account. This, coupled with the curvelet transform’s nearly optimal sparse representation of curved edges that are common in OCT images, provides a simple yet powerful platform for speckle attenuation. We show the approach suppresses a significant amount of speckle noise, while in the mean time preserves and thus reveals many subtle features that could get attenuated in other approaches. Optical Society of America 2010-01-07 /pmc/articles/PMC2898712/ /pubmed/20173923 http://dx.doi.org/10.1364/OE.18.001024 Text en ©2010 Optical Society of America http://creativecommons.org/licenses/by-nc-nd/3.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 Unported License, which permits download and redistribution, provided that the original work is properly cited. This license restricts the article from being modified or used commercially.
spellingShingle Research-Article
Jian, Zhongping
Yu, Lingfeng
Rao, Bin
Tromberg, Bruce J.
Chen, Zhongping
Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
title Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
title_full Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
title_fullStr Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
title_full_unstemmed Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
title_short Three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
title_sort three-dimensional speckle suppression in optical coherence tomography based on the curvelet transform
topic Research-Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2898712/
https://www.ncbi.nlm.nih.gov/pubmed/20173923
http://dx.doi.org/10.1364/OE.18.001024
work_keys_str_mv AT jianzhongping threedimensionalspecklesuppressioninopticalcoherencetomographybasedonthecurvelettransform
AT yulingfeng threedimensionalspecklesuppressioninopticalcoherencetomographybasedonthecurvelettransform
AT raobin threedimensionalspecklesuppressioninopticalcoherencetomographybasedonthecurvelettransform
AT trombergbrucej threedimensionalspecklesuppressioninopticalcoherencetomographybasedonthecurvelettransform
AT chenzhongping threedimensionalspecklesuppressioninopticalcoherencetomographybasedonthecurvelettransform