Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey

IA Viedma, D Alonso-Caneiro, SA Read, MJ Collins - Neurocomputing, 2022 - Elsevier
Retinal optical coherence tomography (OCT) images provide fundamental information
regarding the health of the posterior eye (eg, the retina and choroid). Thus, the development …

Review of speckle and phase variance optical coherence tomography to visualize microvascular networks

MS Mahmud, DW Cadotte, B Vuong… - … of biomedical optics, 2013 - spiedigitallibrary.org
High-resolution mapping of microvasculature has been applied to diverse body systems,
including the retinal and choroidal vasculature, cardiac vasculature, the central nervous …

Sparsity based denoising of spectral domain optical coherence tomography images

L Fang, S Li, Q Nie, JA Izatt, CA Toth… - Biomedical optics …, 2012 - opg.optica.org
In this paper, we make contact with the field of compressive sensing and present a
development and generalization of tools and results for reconstructing irregularly sampled …

Speckle-modulating optical coherence tomography in living mice and humans

O Liba, MD Lew, ED SoRelle, R Dutta, D Sen… - Nature …, 2017 - nature.com
Optical coherence tomography (OCT) is a powerful biomedical imaging technology that
relies on the coherent detection of backscattered light to image tissue morphology in vivo. As …

SiameseGAN: a generative model for denoising of spectral domain optical coherence tomography images

NA Kande, R Dakhane, A Dukkipati… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Optical coherence tomography (OCT) is a standard diagnostic imaging method for
assessment of ophthalmic diseases. The speckle noise present in the high-speed OCT …

Efficient reduction of speckle noise in Optical Coherence Tomography

M Szkulmowski, I Gorczynska, D Szlag… - Optics express, 2012 - opg.optica.org
Speckle pattern, which is inherent in coherence imaging, influences significantly axial and
transversal resolution of Optical Coherence Tomography (OCT) instruments. The well known …

Wavelet denoising of multiframe optical coherence tomography data

MA Mayer, A Borsdorf, M Wagner… - Biomedical optics …, 2012 - opg.optica.org
We introduce a novel speckle noise reduction algorithm for OCT images. Contrary to present
approaches, the algorithm does not rely on simple averaging of multiple image frames or …

Three dimensional data-driven multi scale atomic representation of optical coherence tomography

R Kafieh, H Rabbani, I Selesnick - IEEE transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we discuss about applications of different methods for decomposing a signal
over elementary waveforms chosen in a family called a dictionary (atomic representations) …

Statistical model for OCT image denoising

M Li, R Idoughi, B Choudhury… - Biomedical optics …, 2017 - opg.optica.org
Optical coherence tomography (OCT) is a non-invasive technique with a large array of
applications in clinical imaging and biological tissue visualization. However, the presence of …

Speckle reduction in optical coherence tomography images of human finger skin by wavelet modified BM3D filter

B Chong, YK Zhu - Optics Communications, 2013 - Elsevier
Speckle pattern, which is inherent in coherence imaging, degrades the visual quality of
optical coherence tomography (OCT) images. Speckle noise reduction is an important post …