Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries

Bernhard G. Bodmann; Manos Papadakis; Donald J. Kouri; S. David Gertz; Paul Cherukuri; Deborah Vela; Gregory W. Gladish; Dianna D. Cody; Ibrahim Aboshady; Jodie L. Conyers; James T. Willerson; S. Ward Casscells

doi:10.1117/12.615555

Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries

Bernhard G. Bodmann, Manos Papadakis, Donald J. Kouri, S. David Gertz, Paul Cherukuri, Deborah Vela, Gregory W. Gladish, Dianna D. Cody, Ibrahim Aboshady, Jodie L. Conyers, James T. Willerson, S. Ward Casscells

Imaging Physics

Research output: Contribution to journal › Conference article › peer-review

8 Scopus citations

Abstract

We analyze localized textural consistencies in high-resolution Micro CT scans of coronary arteries to identify the appearance of diagnostically relevant changes in tissue. For the efficient and accurate processing of CT volume data, we use fast algorithms associated with three-dimensional so-called Isotropic multiresolution wavelets that implement a redundant, frame-based image encoding without directional preference. Our algorithm identifies textural consistencies by correlating coefficients in the wavelet representation.

Original language	English (US)
Article number	59141O
Pages (from-to)	1-12
Number of pages	12
Journal	Proceedings of SPIE - The International Society for Optical Engineering
Volume	5914
DOIs	https://doi.org/10.1117/12.615555
State	Published - 2005
Event	Wavelets XI - San Diego, CA, United States Duration: Jul 31 2005 → Aug 3 2005

Keywords

Frames
Non-separable multiresolution analysis
Random fields
Segmentation
Wavelets

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

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10.1117/12.615555

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Bodmann, B. G., Papadakis, M., Kouri, D. J., David Gertz, S., Cherukuri, P., Vela, D., Gladish, G. W., Cody, D. D., Aboshady, I., Conyers, J. L., Willerson, J. T., & Ward Casscells, S. (2005). Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries. Proceedings of SPIE - The International Society for Optical Engineering, 5914, 1-12. Article 59141O. https://doi.org/10.1117/12.615555

Bodmann, BG, Papadakis, M, Kouri, DJ, David Gertz, S, Cherukuri, P, Vela, D, Gladish, GW, Cody, DD, Aboshady, I, Conyers, JL, Willerson, JT & Ward Casscells, S 2005, 'Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries', Proceedings of SPIE - The International Society for Optical Engineering, vol. 5914, 59141O, pp. 1-12. https://doi.org/10.1117/12.615555

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title = "Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries",

abstract = "We analyze localized textural consistencies in high-resolution Micro CT scans of coronary arteries to identify the appearance of diagnostically relevant changes in tissue. For the efficient and accurate processing of CT volume data, we use fast algorithms associated with three-dimensional so-called Isotropic multiresolution wavelets that implement a redundant, frame-based image encoding without directional preference. Our algorithm identifies textural consistencies by correlating coefficients in the wavelet representation.",

keywords = "Frames, Non-separable multiresolution analysis, Random fields, Segmentation, Wavelets",

author = "Bodmann, {Bernhard G.} and Manos Papadakis and Kouri, {Donald J.} and {David Gertz}, S. and Paul Cherukuri and Deborah Vela and Gladish, {Gregory W.} and Cody, {Dianna D.} and Ibrahim Aboshady and Conyers, {Jodie L.} and Willerson, {James T.} and {Ward Casscells}, S.",

year = "2005",

doi = "10.1117/12.615555",

language = "English (US)",

volume = "5914",

pages = "1--12",

journal = "Proceedings of SPIE - The International Society for Optical Engineering",

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note = "Wavelets XI ; Conference date: 31-07-2005 Through 03-08-2005",

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TY - JOUR

T1 - Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries

AU - Bodmann, Bernhard G.

AU - Papadakis, Manos

AU - Kouri, Donald J.

AU - David Gertz, S.

AU - Cherukuri, Paul

AU - Vela, Deborah

AU - Gladish, Gregory W.

AU - Cody, Dianna D.

AU - Aboshady, Ibrahim

AU - Conyers, Jodie L.

AU - Willerson, James T.

AU - Ward Casscells, S.

PY - 2005

Y1 - 2005

N2 - We analyze localized textural consistencies in high-resolution Micro CT scans of coronary arteries to identify the appearance of diagnostically relevant changes in tissue. For the efficient and accurate processing of CT volume data, we use fast algorithms associated with three-dimensional so-called Isotropic multiresolution wavelets that implement a redundant, frame-based image encoding without directional preference. Our algorithm identifies textural consistencies by correlating coefficients in the wavelet representation.

AB - We analyze localized textural consistencies in high-resolution Micro CT scans of coronary arteries to identify the appearance of diagnostically relevant changes in tissue. For the efficient and accurate processing of CT volume data, we use fast algorithms associated with three-dimensional so-called Isotropic multiresolution wavelets that implement a redundant, frame-based image encoding without directional preference. Our algorithm identifies textural consistencies by correlating coefficients in the wavelet representation.

KW - Frames

KW - Non-separable multiresolution analysis

KW - Random fields

KW - Segmentation

KW - Wavelets

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DO - 10.1117/12.615555

M3 - Conference article

AN - SCOPUS:30844447904

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VL - 5914

SP - 1

EP - 12

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

M1 - 59141O

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Y2 - 31 July 2005 through 3 August 2005

ER -

Frame isotropic multiresolution analysis for Micro CT scans of coronary arteries

Abstract

Keywords

ASJC Scopus subject areas

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