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Structural similarity assessment of an optical coherence tomographic image enhanced using the wavelet transform technique
26
Citations
15
References
2020
Year
Image ReconstructionStructural Similarity AssessmentEngineeringEnvelope ExtractionImage AnalysisWavelet Transform TechniqueQuality AssessmentRadiologyHealth SciencesImage FormationReconstruction TechniqueMedical ImagingImage EnhancementWavelet TheoryImage Quality AssessmentBiomedical ImagingImage DenoisingOptical Coherence TomographyImage RestorationTomography
We report on the quality assessment of an optical coherence tomography (OCT) image. A set of recent digital filters are used for denoising the interferometric signals. It is found that when a combination of continuous wavelet transform (WT) decomposition and the WT denoising techniques is imposed on raw signals, the highest signal-to-noise ratio of 17.8 can be reached. The structural similarity (SSIM) index is eventually employed to evaluate the modality of the reconstructed OCT image. Further, we found out that a SSIM value of about 0.95 can be reached, independent of the method used for envelope extraction.
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