Structure-preserving multi-scale decompositions for skin and retinal OCT image

Annan Li; Jun Cheng; Damon Wing Kee Wong; Hong Liang Tey; Jiang Liu

doi:10.1109/IECBES.2014.7047465

Structure-preserving multi-scale decompositions for skin and retinal OCT image

Annan Li, Jun Cheng, Damon Wing Kee Wong, Hong Liang Tey, Jiang Liu

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

Optical coherence tomography (OCT) is an emerging technique for imaging skin and retina. However, severe noise and incompatible dynamic range between OCT image and display devices make OCT image analysis a challenging task. To address these problems, we present a structure-preserving multi-scale decomposition approach. Instead of outputting single image, it represents an OCT image by a set of images in multiple scales while preserved structures. Experimental results demonstrate that skin and retina structures can be well separated from noises and illuminations based on such decompositions.

Original language	English
Title of host publication	IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences
Subtitle of host publication	"Miri, Where Engineering in Medicine and Biology and Humanity Meet"
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	109-112
Number of pages	4
ISBN (Electronic)	9781479940844
DOIs	https://doi.org/10.1109/IECBES.2014.7047465
Publication status	Published - 2014
Externally published	Yes
Event	3rd IEEE Conference on Biomedical Engineering and Sciences, IECBES 2014 - Kuala Lumpur, Malaysia Duration: 8 Dec 2014 → 10 Dec 2014

Publication series

Name	IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"

Conference

Conference	3rd IEEE Conference on Biomedical Engineering and Sciences, IECBES 2014
Country/Territory	Malaysia
City	Kuala Lumpur
Period	8/12/14 → 10/12/14

ASJC Scopus subject areas

Biomedical Engineering

Access to Document

10.1109/IECBES.2014.7047465

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Li, A., Cheng, J., Wong, D. W. K., Tey, H. L., & Liu, J. (2014). Structure-preserving multi-scale decompositions for skin and retinal OCT image. In IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet" (pp. 109-112). Article 7047465 (IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IECBES.2014.7047465

Li, Annan ; Cheng, Jun ; Wong, Damon Wing Kee et al. / Structure-preserving multi-scale decompositions for skin and retinal OCT image. IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet". Institute of Electrical and Electronics Engineers Inc., 2014. pp. 109-112 (IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet").

@inproceedings{c929d9ffa4714e3b9767ffeea3d1c170,

title = "Structure-preserving multi-scale decompositions for skin and retinal OCT image",

abstract = "Optical coherence tomography (OCT) is an emerging technique for imaging skin and retina. However, severe noise and incompatible dynamic range between OCT image and display devices make OCT image analysis a challenging task. To address these problems, we present a structure-preserving multi-scale decomposition approach. Instead of outputting single image, it represents an OCT image by a set of images in multiple scales while preserved structures. Experimental results demonstrate that skin and retina structures can be well separated from noises and illuminations based on such decompositions.",

author = "Annan Li and Jun Cheng and Wong, {Damon Wing Kee} and Tey, {Hong Liang} and Jiang Liu",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 3rd IEEE Conference on Biomedical Engineering and Sciences, IECBES 2014 ; Conference date: 08-12-2014 Through 10-12-2014",

year = "2014",

doi = "10.1109/IECBES.2014.7047465",

language = "English",

series = "IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: {"}Miri, Where Engineering in Medicine and Biology and Humanity Meet{"}",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "109--112",

booktitle = "IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences",

address = "United States",

}

Li, A, Cheng, J, Wong, DWK, Tey, HL & Liu, J 2014, Structure-preserving multi-scale decompositions for skin and retinal OCT image. in IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"., 7047465, IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet", Institute of Electrical and Electronics Engineers Inc., pp. 109-112, 3rd IEEE Conference on Biomedical Engineering and Sciences, IECBES 2014, Kuala Lumpur, Malaysia, 8/12/14. https://doi.org/10.1109/IECBES.2014.7047465

Structure-preserving multi-scale decompositions for skin and retinal OCT image. / Li, Annan; Cheng, Jun; Wong, Damon Wing Kee et al.
IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet". Institute of Electrical and Electronics Engineers Inc., 2014. p. 109-112 7047465 (IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet").

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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T1 - Structure-preserving multi-scale decompositions for skin and retinal OCT image

AU - Li, Annan

AU - Cheng, Jun

AU - Wong, Damon Wing Kee

AU - Tey, Hong Liang

AU - Liu, Jiang

PY - 2014

Y1 - 2014

N2 - Optical coherence tomography (OCT) is an emerging technique for imaging skin and retina. However, severe noise and incompatible dynamic range between OCT image and display devices make OCT image analysis a challenging task. To address these problems, we present a structure-preserving multi-scale decomposition approach. Instead of outputting single image, it represents an OCT image by a set of images in multiple scales while preserved structures. Experimental results demonstrate that skin and retina structures can be well separated from noises and illuminations based on such decompositions.

AB - Optical coherence tomography (OCT) is an emerging technique for imaging skin and retina. However, severe noise and incompatible dynamic range between OCT image and display devices make OCT image analysis a challenging task. To address these problems, we present a structure-preserving multi-scale decomposition approach. Instead of outputting single image, it represents an OCT image by a set of images in multiple scales while preserved structures. Experimental results demonstrate that skin and retina structures can be well separated from noises and illuminations based on such decompositions.

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U2 - 10.1109/IECBES.2014.7047465

DO - 10.1109/IECBES.2014.7047465

M3 - Conference contribution

AN - SCOPUS:84925630367

T3 - IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"

SP - 109

EP - 112

BT - IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 3rd IEEE Conference on Biomedical Engineering and Sciences, IECBES 2014

Y2 - 8 December 2014 through 10 December 2014

ER -

Li A, Cheng J, Wong DWK, Tey HL, Liu J. Structure-preserving multi-scale decompositions for skin and retinal OCT image. In IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet". Institute of Electrical and Electronics Engineers Inc. 2014. p. 109-112. 7047465. (IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"). doi: 10.1109/IECBES.2014.7047465

Structure-preserving multi-scale decompositions for skin and retinal OCT image

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