Literature DB >> 23510042

Assessment of frame-averaging algorithms in OCT image analysis.

Wei Wu1, Ou Tan, Rajeev R Pappuru, Huilong Duan, David Huang.   

Abstract

BACKGROUND AND
OBJECTIVE: To evaluate frame registration and averaging algorithms for optical coherence tomography. PATIENTS AND METHODS: Twenty normal and 20 glaucomatous eyes were imaged. Objective differences were measured by comparing noise variance, spread of edge, and contrast-to-noise ratio. Subjective image quality was also evaluated.
RESULTS: Two frame-averaging algorithms (FA400 and FA407) had better noise variance and contrast-to-noise ratio but worse spread of edge than did single frames (P < .01). Both algorithms provided better subjective assessments of structure boundaries than did single images (P < .001). FA407 had significantly lower spread of edge and better internal limiting membrane visualization than FA400.
CONCLUSION: Frame averaging significantly suppressed speckle noise and increased the visibility of retinal structures, but imperfect image registration caused edge blurring that could be detected by the spread of edge parameter. In frame-averaging algorithms, higher contrast-to-noise ratio and lower noise variance indicated better noise suppression, but spread of edge was most sensitive in comparing edge preservation between algorithms. Copyright 2013, SLACK Incorporated.

Entities:  

Mesh:

Year:  2013        PMID: 23510042      PMCID: PMC4038406          DOI: 10.3928/23258160-20130313-09

Source DB:  PubMed          Journal:  Ophthalmic Surg Lasers Imaging Retina        ISSN: 2325-8160            Impact factor:   1.300


  16 in total

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Authors:  J Rogowska; M E Brezinski
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Review 3.  Recent developments in optical coherence tomography for imaging the retina.

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Review 5.  Spectral-domain optical coherence tomography: a comparison of modern high-resolution retinal imaging systems.

Authors:  Daniel F Kiernan; William F Mieler; Seenu M Hariprasad
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Authors:  D Huang; E A Swanson; C P Lin; J S Schuman; W G Stinson; W Chang; M R Hee; T Flotte; K Gregory; C A Puliafito
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9.  Visualizing the limits of low vision in detecting natural image features.

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5.  Development and quantitative assessment of deep learning-based image enhancement for optical coherence tomography.

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Authors:  Rebecca A Cox; Scott A Read; Shelley Hopkins; David Alonso-Caneiro; Joanne M Wood
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7.  Signal averaging improves signal-to-noise in OCT images: But which approach works best, and when?

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Journal:  Biomed Opt Express       Date:  2019-10-17       Impact factor: 3.732

  7 in total

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