Literature DB >> 29188089

Improving lateral resolution and image quality of optical coherence tomography by the multi-frame superresolution technique for 3D tissue imaging.

Kai Shen1, Hui Lu1, Sarfaraz Baig2, Michael R Wang1.   

Abstract

The multi-frame superresolution technique is introduced to significantly improve the lateral resolution and image quality of spectral domain optical coherence tomography (SD-OCT). Using several sets of low resolution C-scan 3D images with lateral sub-spot-spacing shifts on different sets, the multi-frame superresolution processing of these sets at each depth layer reconstructs a higher resolution and quality lateral image. Layer by layer processing yields an overall high lateral resolution and quality 3D image. In theory, the superresolution processing including deconvolution can solve the diffraction limit, lateral scan density and background noise problems together. In experiment, the improved lateral resolution by ~3 times reaching 7.81 µm and 2.19 µm using sample arm optics of 0.015 and 0.05 numerical aperture respectively as well as doubling the image quality has been confirmed by imaging a known resolution test target. Improved lateral resolution on in vitro skin C-scan images has been demonstrated. For in vivo 3D SD-OCT imaging of human skin, fingerprint and retina layer, we used the multi-modal volume registration method to effectively estimate the lateral image shifts among different C-scans due to random minor unintended live body motion. Further processing of these images generated high lateral resolution 3D images as well as high quality B-scan images of these in vivo tissues.

Entities:  

Keywords:  (100.6640) Superresolution; (110.4500) Optical coherence tomography; (170.3880) Medical and biological imaging

Year:  2017        PMID: 29188089      PMCID: PMC5695939          DOI: 10.1364/BOE.8.004887

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  35 in total

1.  Structural and functional imaging of 3D microfluidic mixers using optical coherence tomography.

Authors:  Chuanwu Xi; Daniel L Marks; Devang S Parikh; Lutgarde Raskin; Stephen A Boppart
Journal:  Proc Natl Acad Sci U S A       Date:  2004-05-10       Impact factor: 11.205

2.  Image quality improvement in optical coherence tomography using Lucy-Richardson deconvolution algorithm.

Authors:  S A Hojjatoleslami; M R N Avanaki; A Gh Podoleanu
Journal:  Appl Opt       Date:  2013-08-10       Impact factor: 1.980

3.  Multi-modal volume registration by maximization of mutual information.

Authors:  W M Wells; P Viola; H Atsumi; S Nakajima; R Kikinis
Journal:  Med Image Anal       Date:  1996-03       Impact factor: 8.545

4.  Megahertz OCT for ultrawide-field retinal imaging with a 1050 nm Fourier domain mode-locked laser.

Authors:  Thomas Klein; Wolfgang Wieser; Christoph M Eigenwillig; Benjamin R Biedermann; Robert Huber
Journal:  Opt Express       Date:  2011-02-14       Impact factor: 3.894

5.  Understanding Blind Deconvolution Algorithms.

Authors:  Anat Levin; Yair Weiss; Fredo Durand; William T Freeman
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2011-07-28       Impact factor: 6.226

6.  Enhanced optical coherence tomography imaging by multiple scan averaging.

Authors:  B Sander; M Larsen; L Thrane; J L Hougaard; T M Jørgensen
Journal:  Br J Ophthalmol       Date:  2005-02       Impact factor: 4.638

7.  Sensitivity and specificity of confocal laser-scanning microscopy for in vivo diagnosis of malignant skin tumors.

Authors:  Armin Gerger; Silvia Koller; Wolfgang Weger; Erika Richtig; Helmut Kerl; Hellmut Samonigg; Peter Krippl; Josef Smolle
Journal:  Cancer       Date:  2006-07-01       Impact factor: 6.860

8.  Automated quantification of microstructural dimensions of the human kidney using optical coherence tomography (OCT).

Authors:  Qian Li; Maristela L Onozato; Peter M Andrews; Chao-Wei Chen; Andrew Paek; Renee Naphas; Shuai Yuan; James Jiang; Alex Cable; Yu Chen
Journal:  Opt Express       Date:  2009-08-31       Impact factor: 3.894

Review 9.  OCT imaging of skin cancer and other dermatological diseases.

Authors:  Mette Mogensen; Lars Thrane; Thomas M Jørgensen; Peter E Andersen; Gregor B E Jemec
Journal:  J Biophotonics       Date:  2009-07       Impact factor: 3.207

10.  Characterizing the point spread function of retinal OCT devices with a model eye-based phantom.

Authors:  Anant Agrawal; Megan Connors; Alexander Beylin; Chia-Pin Liang; David Barton; Yu Chen; Rebekah A Drezek; T Joshua Pfefer
Journal:  Biomed Opt Express       Date:  2012-04-26       Impact factor: 3.732

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  5 in total

1.  Digital refocusing based on deep learning in optical coherence tomography.

Authors:  Zhuoqun Yuan; Di Yang; Zihan Yang; Jingzhu Zhao; Yanmei Liang
Journal:  Biomed Opt Express       Date:  2022-04-25       Impact factor: 3.562

2.  Convolutional dictionary learning for blind deconvolution of optical coherence tomography images.

Authors:  Junzhe Wang; Brendt Wohlberg; R B A Adamson
Journal:  Biomed Opt Express       Date:  2022-03-03       Impact factor: 3.562

Review 3.  Terahertz Spectroscopy and Imaging: A Cutting-Edge Method for Diagnosing Digestive Cancers.

Authors:  Mihai Danciu; Teodora Alexa-Stratulat; Cipriana Stefanescu; Gianina Dodi; Bogdan Ionel Tamba; Cosmin Teodor Mihai; Gabriela Dumitrita Stanciu; Andrei Luca; Irene Alexandra Spiridon; Loredana Beatrice Ungureanu; Victor Ianole; Irina Ciortescu; Catalina Mihai; Gabriela Stefanescu; Ioan Chirilă; Romeo Ciobanu; Vasile Liviu Drug
Journal:  Materials (Basel)       Date:  2019-05-09       Impact factor: 3.623

4.  Resolution-enhanced OCT and expanded framework of information capacity and resolution in coherent imaging.

Authors:  Nichaluk Leartprapun; Steven G Adie
Journal:  Sci Rep       Date:  2021-10-15       Impact factor: 4.379

5.  A Tool for High-Resolution Volumetric Optical Coherence Tomography by Compounding Radial-and Linear Acquired B-Scans Using Registration.

Authors:  Christian M Bosch; Carmen Baumann; Shervin Dehghani; Michael Sommersperger; Navid Johannigmann-Malek; Katharina Kirchmair; Mathias Maier; Mohammad Ali Nasseri
Journal:  Sensors (Basel)       Date:  2022-02-02       Impact factor: 3.576

  5 in total

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