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Title: Convolutional dictionary learning for blind deconvolution of optical coherence tomography images

Journal Article · · Biomedical Optics Express
DOI:https://doi.org/10.1364/BOE.447394· OSTI ID:1883151

Research Organization:
Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE Laboratory Directed Research and Development (LDRD) Program
DOE Contract Number:
89233218CNA000001
OSTI ID:
1883151
Report Number(s):
LA-UR-22-21235; 2156-7085 (Electronic)
Journal Information:
Biomedical Optics Express, Vol. 13, Issue 4
Country of Publication:
United States
Language:
English

References (52)

Depth extension and sidelobe suppression in optical coherence tomography using pupil filters journal January 2014
Axial resolution improvement by modulated deconvolution in Fourier domain optical coherence tomography journal May 2012
Signal processing for sidelobe suppression in optical coherence tomography images journal January 2010
In vivo ultrahigh-resolution optical coherence tomography journal January 1999
Akinetic all-semiconductor programmable swept-source at 1550 nm and 1310 nm with centimeters coherence length journal January 2014
Optical coherence tomography - principles and applications journal January 2003
In situ imaging of lung alveoli with an optical coherence tomography needle probe journal January 2011
Structural validation of oral mucosal tissue using optical coherence tomography journal June 2012
Optical coherence tomography: imaging the larynx journal January 2012
The Use of Optical Coherence Tomography in Dental Diagnostics: A State-of-the-Art Review journal January 2017
Long-range, wide-field swept-source optical coherence tomography with GPU accelerated digital lock-in Doppler vibrography for real-time, in vivo middle ear diagnostics journal January 2016
Optical coherence tomography system requirements for clinical diagnostic middle ear imaging journal May 2015
Picometer scale vibrometry in the human middle ear using a surgical microscope based optical coherence tomography and vibrometry system journal January 2019
Optical coherence tomography in the assessment of oral squamous cell carcinoma resection margins journal March 2016
Optical coherence tomography use in the diagnosis of enamel defects journal March 2016
Optical coherence tomography in dermatology journal January 2013
Sensitivity advantage of swept source and Fourier domain optical coherence tomography journal January 2003
Fourier-Domain Optical Coherence Tomography Signal Analysis and Numerical Modeling journal January 2017
Optical coherence tomography: fundamental principles, instrumental designs and biomedical applications journal August 2011
Theory, developments and applications of optical coherence tomography journal July 2005
Cancellation of coherent artifacts in optical coherence tomography imaging journal January 2001
Multi-shaping technique reduces sidelobe magnitude in optical coherence tomography journal January 2017
Image quality improvement in optical coherence tomography using Lucy–Richardson deconvolution algorithm journal January 2013
Spatially deconvolved optical coherence tomography journal January 2010
Restoration of Optical Coherence Images of Living Tissue Using the CLEAN Algorithm journal January 1998
Automatic estimation of point-spread-function for deconvoluting out-of-focus optical coherence tomographic images using information entropy-based approach journal January 2011
Blind image deconvolution journal May 1996
Improving lateral resolution and image quality of optical coherence tomography by the multi-frame superresolution technique for 3D tissue imaging journal January 2017
PSF Estimation in Crowded Astronomical Imagery as a Convolutional Dictionary Learning Problem journal January 2021
Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ1 minimization journal February 2003
Sparsity based denoising of spectral domain optical coherence tomography images journal January 2012
Discovering governing equations from data by sparse identification of nonlinear dynamical systems journal March 2016
Efficient Algorithms for Convolutional Sparse Representations journal January 2016
A Survey of Sparse Representation: Algorithms and Applications journal January 2015
Properties of basis functions generated by shift invariant sparse representations of natural images journal July 2000
Context-Dependent Piano Music Transcription With Convolutional Sparse Coding journal December 2016
Homotopic, non-local sparse reconstruction of optical coherence tomography imagery journal January 2012
3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography journal June 2015
A ‘missing’ family of classical orthogonal polynomials journal January 2011
Interferometric Phase Image Estimation via Sparse Coding in the Complex Domain journal May 2015
Compressive SD-OCT: the application of compressed sensing in spectral domain optical coherence tomography journal January 2010
Stochastic speckle noise compensation in optical coherence tomography using non-stationary spline-based speckle noise modelling journal January 2013
Convolutional Dictionary Learning: A Comparative Review and New Algorithms journal September 2018
Distributed Basis Pursuit journal April 2012
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration journal February 2021
Reference spectrum extraction and fixed-pattern noise removal in optical coherence tomography journal January 2010
Sparse signal representation and its applications in ultrasonic NDE journal March 2012
Image Quality Assessment: From Error Visibility to Structural Similarity journal April 2004
Estimating the effective number of looks in interferometric SAR data journal August 2002
Deconvolution with fall-off compensated axial point spread function in spectral domain optical coherence tomography journal June 2011
Application of the generalized contrast-to-noise ratio to assess photoacoustic image quality journal January 2020
The Generalized Contrast-to-Noise Ratio: A Formal Definition for Lesion Detectability journal April 2020

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