Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine

Yan Song; Bo He; Ying Zhao; Guangliang Li; Qixin Sha; Yue Shen; Tianhong Yan; Rui Nian; Amaury Lendasse

doi:10.1109/JOE.2018.2819278

Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine

Yan Song
, Bo He
, Ying Zhao
, Guangliang Li
, Qixin Sha
, Yue Shen
, Tianhong Yan
, Rui Nian
, Amaury Lendasse

Ocean University of China
China Jiliang University
Department of Information and Logistics Technology College of Technology Building

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

Original language	English
Article number	8361070
Pages (from-to)	502-513
Number of pages	12
Journal	IEEE Journal of Oceanic Engineering
Volume	44
Issue number	2
DOIs	https://doi.org/10.1109/JOE.2018.2819278
State	Published - Apr 2019
Externally published	Yes

ASJC Scopus Subject Areas

Ocean Engineering
Mechanical Engineering
Electrical and Electronic Engineering

Keywords

Convolutional neural networks (CNNs)
extreme learning machine (ELM)
image segmentation
Markov random fields (MRFs)
sidescan sonar
support vector machine (SVM)

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10.1109/JOE.2018.2819278

Cite this

@article{9bc0424bbf0b46bf95575e152097c46b,

title = "Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine",

keywords = "Convolutional neural networks (CNNs), extreme learning machine (ELM), image segmentation, Markov random fields (MRFs), sidescan sonar, support vector machine (SVM)",

author = "Yan Song and Bo He and Ying Zhao and Guangliang Li and Qixin Sha and Yue Shen and Tianhong Yan and Rui Nian and Amaury Lendasse",

note = "Publisher Copyright: {\textcopyright} 1976-2012 IEEE.",

year = "2019",

month = apr,

doi = "10.1109/JOE.2018.2819278",

language = "English",

volume = "44",

pages = "502--513",

journal = "IEEE Journal of Oceanic Engineering",

issn = "0364-9059",

number = "2",

}

TY - JOUR

T1 - Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine

AU - Song, Yan

AU - He, Bo

AU - Zhao, Ying

AU - Li, Guangliang

AU - Sha, Qixin

AU - Shen, Yue

AU - Yan, Tianhong

AU - Nian, Rui

AU - Lendasse, Amaury

PY - 2019/4

Y1 - 2019/4

KW - Convolutional neural networks (CNNs)

KW - extreme learning machine (ELM)

KW - image segmentation

KW - Markov random fields (MRFs)

KW - sidescan sonar

KW - support vector machine (SVM)

UR - https://www.scopus.com/pages/publications/85047205394

UR - https://www.scopus.com/pages/publications/85047205394#tab=citedBy

U2 - 10.1109/JOE.2018.2819278

DO - 10.1109/JOE.2018.2819278

M3 - Review article

AN - SCOPUS:85047205394

SN - 0364-9059

VL - 44

SP - 502

EP - 513

JO - IEEE Journal of Oceanic Engineering

JF - IEEE Journal of Oceanic Engineering

IS - 2

M1 - 8361070

ER -

Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine

ASJC Scopus Subject Areas

Keywords

Access to Document

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