Type: Article
Structural similarity assessment of an optical coherence tomographic image enhanced using the wavelet transform technique
Journal: Journal of the Optical Society of America A: Optics and Image Science, and Vision (15208532)Year: January 2021Volume: 38Issue: Pages: 1 - 9
DOI:10.1364/JOSAA.403850Language: English
Abstract
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. © 2020 Optical Society of America
Author Keywords
Other Keywords
Digital filtersOptical tomographySignal to noise ratioTomographyWavelet decompositionContinuous Wavelet TransformDe-noising techniquesEnvelope extractionInterferometric signalsQuality assessmentStructural similarityStructural similarity indices (SSIM)Tomographic imagesarticledecompositiondigital filteringextractionoptical coherence tomographyquality controlsignal noise ratioImage enhancement