Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

Marcelo A. Pereyra; Nicolas Dobigeon; Hadj Batatia; Jean-Yves Tourneret

doi:10.1109/ICASSP.2011.5946507

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

Marcelo A. Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret

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

Original language	English
Title of host publication	2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Pages	729-732
Number of pages	4
ISBN (Electronic)	978-1-4577-0539-7, 978-1-4577-0537-3
DOIs	https://doi.org/10.1109/ICASSP.2011.5946507
Publication status	Published - 1 May 2011

Keywords

Markov processes
Monte Carlo methods
belief networks
medical image processing
skin
Bayesian model
Markov chain Monte Carlo method
generalized Rayleigh mixture model
heavy tailed Rayleigh distribution
hybrid Metropolis-within-Gibbs sampler
skin tissue
ultrasound image
Bayesian methods
Biological system modeling
Lesions
Manganese
Skin
Ultrasonic imaging
Bayesian estimation
Gibbs sampler
Heavy-tailed Rayleigh distribution
mixture model

Access to Document

10.1109/ICASSP.2011.5946507

Cite this

@inproceedings{78d4827e165f45b6b91c1c58b333192d,

title = "Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model",

keywords = "Markov processes, Monte Carlo methods, belief networks, medical image processing, skin, Bayesian model, Markov chain Monte Carlo method, generalized Rayleigh mixture model, heavy tailed Rayleigh distribution, hybrid Metropolis-within-Gibbs sampler, skin tissue, ultrasound image, Bayesian methods, Biological system modeling, Lesions, Manganese, Skin, Ultrasonic imaging, Bayesian estimation, Gibbs sampler, Heavy-tailed Rayleigh distribution, mixture model",

author = "Pereyra, {Marcelo A.} and Nicolas Dobigeon and Hadj Batatia and Jean-Yves Tourneret",

year = "2011",

month = may,

day = "1",

doi = "10.1109/ICASSP.2011.5946507",

language = "English",

isbn = "978-1-4577-0538-0",

pages = "729--732",

booktitle = "2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",

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T1 - Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

AU - Pereyra, Marcelo A.

AU - Dobigeon, Nicolas

AU - Batatia, Hadj

AU - Tourneret, Jean-Yves

PY - 2011/5/1

Y1 - 2011/5/1

KW - Markov processes

KW - Monte Carlo methods

KW - belief networks

KW - medical image processing

KW - skin

KW - Bayesian model

KW - Markov chain Monte Carlo method

KW - generalized Rayleigh mixture model

KW - heavy tailed Rayleigh distribution

KW - hybrid Metropolis-within-Gibbs sampler

KW - skin tissue

KW - ultrasound image

KW - Bayesian methods

KW - Biological system modeling

KW - Lesions

KW - Manganese

KW - Skin

KW - Ultrasonic imaging

KW - Bayesian estimation

KW - Gibbs sampler

KW - Heavy-tailed Rayleigh distribution

KW - mixture model

U2 - 10.1109/ICASSP.2011.5946507

DO - 10.1109/ICASSP.2011.5946507

M3 - Conference contribution

SN - 978-1-4577-0538-0

SP - 729

EP - 732

BT - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

ER -