MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information

Julien Milles; Yue Min Zhu; Nankuei Chen; Lawrence P. Panych; Gérard Gimenez; Charles R.G. Guttmann

doi:10.1117/12.532325

MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information

Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R.G. Guttmann

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

9 Scopus citations

Abstract

A novel approach for correcting intensity nonuniformity in magnetic resonance imaging (MRI) is presented. This approach is based on the fusion of spatial and gray-level histogram information. Spatial information about intensity nonuniformity is obtained using cubic B-spline smoothing. Gray-level histogram information of the image corrupted by intensity nonuniformity is exploited from a frequential point of view. The proposed correction method is illustrated using both physical phantom and human brain images. The results are consistent with theoretical prediction, and demonstrate a new way of dealing with intensity nonuniformity problems.

Original language	English (US)
Pages (from-to)	734-742
Number of pages	9
Journal	Proceedings of SPIE - The International Society for Optical Engineering
Volume	5370 II
DOIs	https://doi.org/10.1117/12.532325
State	Published - 2004
Externally published	Yes
Event	Progress in Biomedical Optics and Imaging - Medical Imaging 2004: Imaging Processing - San Diego, CA, United States Duration: Feb 16 2004 → Feb 19 2004

Keywords

Brain
Correction
Intensity nonuniformity
Magnetic resonance imaging

ASJC Scopus subject areas

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

Access to Document

10.1117/12.532325

Cite this

@article{84dab3a297bb469c9cef79e4fcb0148a,

title = "MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information",

abstract = "A novel approach for correcting intensity nonuniformity in magnetic resonance imaging (MRI) is presented. This approach is based on the fusion of spatial and gray-level histogram information. Spatial information about intensity nonuniformity is obtained using cubic B-spline smoothing. Gray-level histogram information of the image corrupted by intensity nonuniformity is exploited from a frequential point of view. The proposed correction method is illustrated using both physical phantom and human brain images. The results are consistent with theoretical prediction, and demonstrate a new way of dealing with intensity nonuniformity problems.",

keywords = "Brain, Correction, Intensity nonuniformity, Magnetic resonance imaging",

author = "Julien Milles and Zhu, {Yue Min} and Nankuei Chen and Panych, {Lawrence P.} and G{\'e}rard Gimenez and Guttmann, {Charles R.G.}",

year = "2004",

doi = "10.1117/12.532325",

language = "English (US)",

volume = "5370 II",

pages = "734--742",

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

issn = "0277-786X",

publisher = "SPIE",

note = "Progress in Biomedical Optics and Imaging - Medical Imaging 2004: Imaging Processing ; Conference date: 16-02-2004 Through 19-02-2004",

}

TY - JOUR

T1 - MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information

AU - Milles, Julien

AU - Zhu, Yue Min

AU - Chen, Nankuei

AU - Panych, Lawrence P.

AU - Gimenez, Gérard

AU - Guttmann, Charles R.G.

PY - 2004

Y1 - 2004

N2 - A novel approach for correcting intensity nonuniformity in magnetic resonance imaging (MRI) is presented. This approach is based on the fusion of spatial and gray-level histogram information. Spatial information about intensity nonuniformity is obtained using cubic B-spline smoothing. Gray-level histogram information of the image corrupted by intensity nonuniformity is exploited from a frequential point of view. The proposed correction method is illustrated using both physical phantom and human brain images. The results are consistent with theoretical prediction, and demonstrate a new way of dealing with intensity nonuniformity problems.

AB - A novel approach for correcting intensity nonuniformity in magnetic resonance imaging (MRI) is presented. This approach is based on the fusion of spatial and gray-level histogram information. Spatial information about intensity nonuniformity is obtained using cubic B-spline smoothing. Gray-level histogram information of the image corrupted by intensity nonuniformity is exploited from a frequential point of view. The proposed correction method is illustrated using both physical phantom and human brain images. The results are consistent with theoretical prediction, and demonstrate a new way of dealing with intensity nonuniformity problems.

KW - Brain

KW - Correction

KW - Intensity nonuniformity

KW - Magnetic resonance imaging

UR - http://www.scopus.com/inward/record.url?scp=5644283336&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=5644283336&partnerID=8YFLogxK

U2 - 10.1117/12.532325

DO - 10.1117/12.532325

M3 - Conference article

AN - SCOPUS:5644283336

SN - 0277-786X

VL - 5370 II

SP - 734

EP - 742

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

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

T2 - Progress in Biomedical Optics and Imaging - Medical Imaging 2004: Imaging Processing

Y2 - 16 February 2004 through 19 February 2004

ER -

MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this