Applications of Creme algorithm to radiographic knee images

Miguel Bustamante; Antonio Rienzo; Roman Osorio; Manuel Duarte; Gaston Lefranc

doi:10.1109/ICA-ACCA.2018.8609840

Applications of Creme algorithm to radiographic knee images

Miguel Bustamante
, Antonio Rienzo
, Roman Osorio
, Manuel Duarte
, Gaston Lefranc

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

Abstract

This article presents the result of applying the Cremme filter to the radiographic images of the knee. In addition, texture indices and the invariant moment of each image are calculated, observing that an index n of the analytical form of the filter has an effect on the resulting images. In particular, the contrast and the ISM, as the univariate moment 4 at n =4 presents a minimum. This can improve the diagnosis for the detection of osteoarthritis of the knee, giving an index that can be studied to optimize the application of the filter.

Original language	English
Title of host publication	IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control
Subtitle of host publication	Towards an Industry 4.0 - Proceedings
Editors	Cristian Duran-Faundez, Gaston Lefranc, Mario Fernandez-Fernandez, Carlos Munoz, Ernesto Rubio
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538655863
DOIs	https://doi.org/10.1109/ICA-ACCA.2018.8609840
State	Published - 2 Jul 2018
Externally published	Yes
Event	IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0, ICA-ACCA 2018 - Greater Concepcion, Chile Duration: 17 Oct 2018 → 19 Oct 2018

Publication series

Name	IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings

Conference

Conference	IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0, ICA-ACCA 2018
Country/Territory	Chile
City	Greater Concepcion
Period	17/10/18 → 19/10/18

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Breast cancer
Image processing
invariant moment
knee
microcalcification
osteoarthritis
X-ray image

Access to Document

10.1109/ICA-ACCA.2018.8609840

Cite this

Bustamante, M., Rienzo, A., Osorio, R., Duarte, M., & Lefranc, G. (2018). Applications of Creme algorithm to radiographic knee images. In C. Duran-Faundez, G. Lefranc, M. Fernandez-Fernandez, C. Munoz, & E. Rubio (Eds.), IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings Article 8609840 (IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICA-ACCA.2018.8609840

Bustamante, Miguel ; Rienzo, Antonio ; Osorio, Roman et al. / Applications of Creme algorithm to radiographic knee images. IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings. editor / Cristian Duran-Faundez ; Gaston Lefranc ; Mario Fernandez-Fernandez ; Carlos Munoz ; Ernesto Rubio. Institute of Electrical and Electronics Engineers Inc., 2018. (IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings).

@inproceedings{5c9b19db42d049b3ac9370fb807b8471,

title = "Applications of Creme algorithm to radiographic knee images",

abstract = "This article presents the result of applying the Cremme filter to the radiographic images of the knee. In addition, texture indices and the invariant moment of each image are calculated, observing that an index n of the analytical form of the filter has an effect on the resulting images. In particular, the contrast and the ISM, as the univariate moment 4 at n =4 presents a minimum. This can improve the diagnosis for the detection of osteoarthritis of the knee, giving an index that can be studied to optimize the application of the filter.",

keywords = "Breast cancer, Image processing, invariant moment, knee, microcalcification, osteoarthritis, X-ray image",

author = "Miguel Bustamante and Antonio Rienzo and Roman Osorio and Manuel Duarte and Gaston Lefranc",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0, ICA-ACCA 2018 ; Conference date: 17-10-2018 Through 19-10-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/ICA-ACCA.2018.8609840",

language = "English",

series = "IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings",

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

editor = "Cristian Duran-Faundez and Gaston Lefranc and Mario Fernandez-Fernandez and Carlos Munoz and Ernesto Rubio",

booktitle = "IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control",

}

Bustamante, M, Rienzo, A, Osorio, R, Duarte, M & Lefranc, G 2018, Applications of Creme algorithm to radiographic knee images. in C Duran-Faundez, G Lefranc, M Fernandez-Fernandez, C Munoz & E Rubio (eds), IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings., 8609840, IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings, Institute of Electrical and Electronics Engineers Inc., IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0, ICA-ACCA 2018, Greater Concepcion, Chile, 17/10/18. https://doi.org/10.1109/ICA-ACCA.2018.8609840

Applications of Creme algorithm to radiographic knee images. / Bustamante, Miguel; Rienzo, Antonio; Osorio, Roman et al.
IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings. ed. / Cristian Duran-Faundez; Gaston Lefranc; Mario Fernandez-Fernandez; Carlos Munoz; Ernesto Rubio. Institute of Electrical and Electronics Engineers Inc., 2018. 8609840 (IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings).

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

TY - GEN

T1 - Applications of Creme algorithm to radiographic knee images

AU - Bustamante, Miguel

AU - Rienzo, Antonio

AU - Osorio, Roman

AU - Duarte, Manuel

AU - Lefranc, Gaston

PY - 2018/7/2

Y1 - 2018/7/2

N2 - This article presents the result of applying the Cremme filter to the radiographic images of the knee. In addition, texture indices and the invariant moment of each image are calculated, observing that an index n of the analytical form of the filter has an effect on the resulting images. In particular, the contrast and the ISM, as the univariate moment 4 at n =4 presents a minimum. This can improve the diagnosis for the detection of osteoarthritis of the knee, giving an index that can be studied to optimize the application of the filter.

AB - This article presents the result of applying the Cremme filter to the radiographic images of the knee. In addition, texture indices and the invariant moment of each image are calculated, observing that an index n of the analytical form of the filter has an effect on the resulting images. In particular, the contrast and the ISM, as the univariate moment 4 at n =4 presents a minimum. This can improve the diagnosis for the detection of osteoarthritis of the knee, giving an index that can be studied to optimize the application of the filter.

KW - Breast cancer

KW - Image processing

KW - invariant moment

KW - knee

KW - microcalcification

KW - osteoarthritis

KW - X-ray image

UR - https://www.scopus.com/pages/publications/85062185405

U2 - 10.1109/ICA-ACCA.2018.8609840

DO - 10.1109/ICA-ACCA.2018.8609840

M3 - Conference contribution

AN - SCOPUS:85062185405

T3 - IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings

BT - IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control

A2 - Duran-Faundez, Cristian

A2 - Lefranc, Gaston

A2 - Fernandez-Fernandez, Mario

A2 - Munoz, Carlos

A2 - Rubio, Ernesto

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0, ICA-ACCA 2018

Y2 - 17 October 2018 through 19 October 2018

ER -

Bustamante M, Rienzo A, Osorio R, Duarte M, Lefranc G. Applications of Creme algorithm to radiographic knee images. In Duran-Faundez C, Lefranc G, Fernandez-Fernandez M, Munoz C, Rubio E, editors, IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. 8609840. (IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings). doi: 10.1109/ICA-ACCA.2018.8609840

Applications of Creme algorithm to radiographic knee images

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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