Physics-Based Practical Speckle Noise Modeling for Optical Coherence Tomography Image Denoising

Physics-Based Practical Speckle Noise Modeling for Optical Coherence Tomography Image Denoising

Optical coherence tomography (OCT) has been extensively utilized in the field of biomedical imaging due to its non-invasive nature and its ability to provide high-resolution, in-depth imaging of biological tissues. However, the use of low-coherence light can lead to unintended interference phenomena...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Lei Yang, Di Wu, Wenteng Gao, Ronald X. Xu, Mingzhai Sun
Format:	Article
Sprog:	English
Udgivet:	MDPI AG 2024-06-01
Serier:	Photonics
Fag:	optical coherence tomography (OCT) noise synthesis physical prior image denoising deep learning
Online adgang:	https://www.mdpi.com/2304-6732/11/6/569

Lignende værker

A Lightweight Swin Transformer-Based Pipeline for Optical Coherence Tomography Image Denoising in Skin Application
af: Jinpeng Liao, et al.
Udgivet: (2023-04-01)

Non-Local Mean Denoising Algorithm Based on Fractional Compact Finite Difference Scheme Effectively Reduces Speckle Noise in Optical Coherence Tomography Images
af: Huaiguang Chen, et al.
Udgivet: (2022-11-01)

A deep learning approach to denoise optical coherence tomography images of the optic nerve head
af: Devalla, Sripad Krishna, et al.
Udgivet: (2020)

Quantitative analysis of deep learning-based denoising model efficacy on optical coherence tomography images with different noise levels
af: Furkan Kirik, et al.
Udgivet: (2024-02-01)

Leveraging Optical Coherence Tomography and Angiography Artifacts to Identify Clinicopathological Correlates in Macular Disorders
af: Luca Scuderi, et al.
Udgivet: (2024-10-01)

Effective Deep Learning Approach to Denoise Optical Coherence Tomography Images Using BM3D-Based Preprocessing of the Training Data Including Both Healthy and Pathological Cases
af: Piotr Bogacki, et al.
Udgivet: (2023-01-01)

Optical coherence tomography angiography measurements in multiple sclerosis: a systematic review and meta-analysis
af: Soheil Mohammadi, et al.
Udgivet: (2023-03-01)

Miniaturizing optical coherence tomography
af: Elisabet A. Rank, et al.
Udgivet: (2022-03-01)

Optical Coherence Tomography: An Emerging Technology for Biomedical Imaging and Optical Biopsy
af: James G. Fujimoto, et al.
Udgivet: (2000-01-01)

Editorial: Optical coherence tomography and OCT angiography examination in systemic diseases
af: Livio Vitiello, et al.
Udgivet: (2023-02-01)

Speckle Noise Reduction in Optical Coherence Tomography Using Two-dimensional Curvelet-based Dictionary Learning
af: Mahdad Esmaeili, et al.
Udgivet: (2017-01-01)

Glaucoma and optical coherence tomography changes in migraine: A comparative cross-sectional study
af: Gayathri Panicker, et al.
Udgivet: (2021-01-01)

Dynamic Microscopic Optical Coherence Tomography as a New Diagnostic Tool for Otitis Media
af: Anke Leichtle, et al.
Udgivet: (2023-06-01)

Intraoperative optical coherence tomography in anterior segment surgeries
af: Jeewan S Titiyal, et al.
Udgivet: (2017-01-01)

Enhancement of Optical Coherence Tomography Images of the Retina by Normalization and Fusion
af: M. Paques, et al.
Udgivet: (2008-12-01)

Optic nerve head melanocytoma: Optical coherence tomography/angiography features
af: Vishal Raval, et al.
Udgivet: (2021-01-01)

Multiscale imaging of human thyroid pathologies using integrated Optical Coherence Tomography (OCT) and Optical Coherence Microscopy (OCM)
af: Zhou, Chao, et al.
Udgivet: (2010)

Pixel-reassigned spectral-domain optical coherence tomography
af: Bo, En, et al.
Udgivet: (2019)

Artifacts and Anatomic Variations in Optical Coherence Tomography
af: Atilla Bayer, et al.
Udgivet: (2020-04-01)

Multimodal Optical Medical Imaging Concepts Based on Optical Coherence Tomography
af: Rainer A. Leitgeb, et al.
Udgivet: (2018-10-01)

Gradient mapping of multi-timescale optical coherence tomography angiography signals for enhancing signal-to-noise ratio of flow detection
af: Yu NAKAMICHI
Udgivet: (2023-03-01)

Spatial-Temporal Speckle Variance in the En-Face View as a Contrast for Optical Coherence Tomography Angiography (OCTA)
af: Jonathan D. Luisi, et al.
Udgivet: (2022-03-01)

Comparison of peripapillary capillary plexus using optical coherence tomography angiography and retinal nerve fibre layer analysis using spectral domain optical coherence tomography in glaucoma patients, glaucoma suspects, and healthy subjects
af: Ananya Dutta, et al.
Udgivet: (2022-01-01)

An Update on Choroidal Layer Segmentation Methods in Optical Coherence Tomography Images: a Review
af: Reza Alizadeh Eghtedar, et al.
Udgivet: (2022-02-01)

Pixel-Reassigned Spectral-Domain Optical Coherence Tomography
af: En Bo, et al.
Udgivet: (2018-01-01)

Pupil vignetting artifact on optical coherence tomography angiography
af: Sampurna Bhattacharyya, et al.
Udgivet: (2024-01-01)

Optical Coherence Tomographic Findings in Highly Myopic Eyes
af: Hooshang Faghihi Faghihi, et al.
Udgivet: (2010-01-01)

Hyperspectral Denoising Using Asymmetric Noise Modeling Deep Image Prior
af: Yifan Wang, et al.
Udgivet: (2023-04-01)

Clinical Utility of Artificial Intelligence Algorithms to Enhance Wide-Field Optical Coherence Tomography Angiography Images
af: Orlaith Mc Grath, et al.
Udgivet: (2021-02-01)

A Tool for High-Resolution Volumetric Optical Coherence Tomography by Compounding Radial-and Linear Acquired B-Scans Using Registration
af: Christian M. Bosch, et al.
Udgivet: (2022-02-01)

Skin Imaging Using Optical Coherence Tomography and Photoacoustic Imaging: A Mini-Review
af: Mohsin Zafar, et al.
Udgivet: (2024-04-01)

Optical Coherence Tomography (OCT) for Time-Resolved Imaging of Alveolar Dynamics in Mechanically Ventilated Rats
af: Christian Schnabel, et al.
Udgivet: (2017-03-01)

Current role of optical coherence tomography angiography: Expert panel discussion
af: Aniruddha Agarwal, et al.
Udgivet: (2018-01-01)

Robust Ultrafast Projection Pipeline for Structural and Angiography Imaging of Fourier-Domain Optical Coherence Tomography
af: Tianyu Zhang, et al.
Udgivet: (2024-07-01)

Line-Field Confocal Optical Coherence Tomography (LC-OCT) for Skin Imaging in Dermatology
af: Flora Latriglia, et al.
Udgivet: (2023-11-01)

Analysis of Optical Coherence Tomography (OCT) and Optical Coherence Tomography Angiography (OCTA) Parameters in Young Adults after SARS-CoV-2 Infection (COVID-19) Compared with Healthy Young Controls
af: Anahita Bajka, et al.
Udgivet: (2023-03-01)

Functional optical coherence tomography in the study of plant-sound interactions
af: Uma Maheswari Rajagopalan, et al.
Udgivet: (2025-02-01)

Choroidal thickness and retinal abnormalities by optical coherence tomography in endogenous Cushing’s syndrome
af: Maria Fernanda Abalem, et al.
Udgivet: (2016-12-01)

Windowed Eigen-Decomposition Algorithm for Motion Artifact Reduction in Optical Coherence Tomography-Based Angiography
af: Tianyu Zhang, et al.
Udgivet: (2022-12-01)

Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images
af: Esraa Hassan, et al.
Udgivet: (2023-06-01)