Literature DB >> 11900196

Image processing techniques for noise removal, enhancement and segmentation of cartilage OCT images.

Jadwiga Rogowska1, Mark E Brezinski.   

Abstract

Osteoarthritis, whose hallmark is the progressive loss of joint cartilage, is a major cause of morbidity worldwide. Recently, optical coherence tomography (OCT) has demonstrated considerable promise for the assessment of articular cartilage. Among the most important parameters to be assessed is cartilage width. However, detection of the bone cartilage interface is critical for the assessment of cartilage width. At present, the quantitative evaluations of cartilage thickness are being done using manual tracing of cartilage-bone borders. Since data is being obtained near video rate with OCT, automated identification of the bone-cartilage interface is critical. In order to automate the process of boundary detection on OCT images, there is a need for developing new image processing techniques. In this paper we describe the image processing techniques for speckle removal, image enhancement and segmentation of cartilage OCT images. In particular, this paper focuses on rabbit cartilage since this is an important animal model for testing both chondroprotective agents and cartilage repair techniques. In this study, a variety of techniques were examined. Ultimately, by combining an adaptive filtering technique with edge detection (vertical gradient, Sobel edge detection), cartilage edges can be detected. The procedure requires several steps and can be automated. Once the cartilage edges are outlined, the cartilage thickness can be measured.

Entities:  

Mesh:

Year:  2002        PMID: 11900196     DOI: 10.1088/0031-9155/47/4/307

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  20 in total

1.  Automated quantification of lung structures from optical coherence tomography images.

Authors:  Alex M Pagnozzi; Rodney W Kirk; Brendan F Kennedy; David D Sampson; Robert A McLaughlin
Journal:  Biomed Opt Express       Date:  2013-10-09       Impact factor: 3.732

2.  Ultrahigh-speed optical coherence tomography imaging and visualization of the embryonic avian heart using a buffered Fourier Domain Mode Locked laser.

Authors:  M W Jenkins; D C Adler; M Gargesha; R Huber; F Rothenberg; J Belding; M Watanabe; D L Wilson; J G Fujimoto; A M Rollins
Journal:  Opt Express       Date:  2007-05-14       Impact factor: 3.894

3.  Application of improved homogeneity similarity-based denoising in optical coherence tomography retinal images.

Authors:  Qiang Chen; Luis de Sisternes; Theodore Leng; Daniel L Rubin
Journal:  J Digit Imaging       Date:  2015-06       Impact factor: 4.056

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

Authors:  Kai Shen; Hui Lu; Sarfaraz Baig; Michael R Wang
Journal:  Biomed Opt Express       Date:  2017-10-06       Impact factor: 3.732

5.  Accurate tissue interface segmentation via adversarial pre-segmentation of anterior segment OCT images.

Authors:  Jiahong Ouyang; Tejas Sudharshan Mathai; Kira Lathrop; John Galeotti
Journal:  Biomed Opt Express       Date:  2019-09-20       Impact factor: 3.732

6.  Three Dimensional OCT in the Engineering of Tissue Constructs: A Potentially Powerful Tool for Assessing Optimal Scaffold Structure.

Authors:  K Zheng; M A Rupnick; B Liu; M E Brezinski
Journal:  Open Tissue Eng Regen Med J       Date:  2009

7.  Enhancement of OCT images with vinyl polysiloxane (VPS).

Authors:  Hobin Kang; Cynthia L Darling; Daniel Fried
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2016-02-29

8.  Automated ablation of dental composite using an IR pulsed laser coupled to a plume emission spectral feedback system.

Authors:  Andrew T Jang; Kenneth H Chan; Daniel Fried
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2017-02-08

9.  Enhanced detection of dentinal lesions in OCT images using the RKT transformation.

Authors:  Hobin Kang; Cynthia L Darling; Henry Tom; Daniel Fried
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2015-02-24

10.  Denoising and 4D visualization of OCT images.

Authors:  Madhusudhana Gargesha; Michael W Jenkins; Andrew M Rollins; David L Wilson
Journal:  Opt Express       Date:  2008-08-04       Impact factor: 3.894

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.