Texture detection in noisy images by combining several local parameters

Alexey Naumenko; Sergey Krivenko; Nikolay Ponomarenko; Alexander Zelensky; Vladimir Lukin

doi:10.1109/INFOCOMMST.2015.7357321

Texture detection in noisy images by combining several local parameters

Alexey Naumenko
, Sergey Krivenko
, Nikolay Ponomarenko
, Alexander Zelensky
, Vladimir Lukin

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

6 Sitaatiot (Scopus)

Abstrakti

A problem of detecting textural areas in images corrupted by noise is considered. Detection is based on joint use of several local parameters calculated in scanning windows (blocks) of different size. Trained support vector machine (SVM) classifier is used for combining local parameters. Factors that influence detector performance are analyzed. It is shown that detector performance can be improved by taking into account information from classifier output for neighbor pixels.

Alkuperäiskieli	Englanti
Otsikko	2015 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Conference Proceedings
Kustantaja	IEEE
Sivut	230-233
Sivumäärä	4
ISBN (elektroninen)	9789669751928
DOI - pysyväislinkit	https://doi.org/10.1109/INFOCOMMST.2015.7357321
Tila	Julkaistu - 14 jouluk. 2015
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Kharkiv, Ukraina Kesto: 13 lokak. 2015 → 15 lokak. 2015

Conference

Conference	2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015
Maa/Alue	Ukraina
Kaupunki	Kharkiv
Ajanjakso	13/10/15 → 15/10/15

!!ASJC Scopus subject areas

Computer Science (miscellaneous)
Computer Science Applications

Pääsy asiakirjaan

10.1109/INFOCOMMST.2015.7357321

Muut tiedostot ja linkit

Link to publication in Scopus

Siteeraa tätä

Naumenko, A., Krivenko, S., Ponomarenko, N., Zelensky, A., & Lukin, V. (2015). Texture detection in noisy images by combining several local parameters. teoksessa 2015 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Conference Proceedings (Sivut 230-233). Artikkeli 7357321 IEEE. https://doi.org/10.1109/INFOCOMMST.2015.7357321

@inproceedings{8c872b5f36984d9c9a3c678578d1e381,

title = "Texture detection in noisy images by combining several local parameters",

abstract = "A problem of detecting textural areas in images corrupted by noise is considered. Detection is based on joint use of several local parameters calculated in scanning windows (blocks) of different size. Trained support vector machine (SVM) classifier is used for combining local parameters. Factors that influence detector performance are analyzed. It is shown that detector performance can be improved by taking into account information from classifier output for neighbor pixels.",

keywords = "image, local parameters, noise, SVM, texture detection",

author = "Alexey Naumenko and Sergey Krivenko and Nikolay Ponomarenko and Alexander Zelensky and Vladimir Lukin",

year = "2015",

month = dec,

day = "14",

doi = "10.1109/INFOCOMMST.2015.7357321",

language = "English",

pages = "230--233",

booktitle = "2015 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Conference Proceedings",

publisher = "IEEE",

address = "United States",

note = "2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 ; Conference date: 13-10-2015 Through 15-10-2015",

}

Naumenko, A, Krivenko, S, Ponomarenko, N, Zelensky, A & Lukin, V 2015, Texture detection in noisy images by combining several local parameters. julkaisussa 2015 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Conference Proceedings., 7357321, IEEE, Sivut 230-233, 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015, Kharkiv, Ukraina, 13/10/15. https://doi.org/10.1109/INFOCOMMST.2015.7357321

Texture detection in noisy images by combining several local parameters. / Naumenko, Alexey; Krivenko, Sergey; Ponomarenko, Nikolay et al.
2015 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Conference Proceedings. IEEE, 2015. s. 230-233 7357321.

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Texture detection in noisy images by combining several local parameters

AU - Naumenko, Alexey

AU - Krivenko, Sergey

AU - Ponomarenko, Nikolay

AU - Zelensky, Alexander

AU - Lukin, Vladimir

PY - 2015/12/14

Y1 - 2015/12/14

N2 - A problem of detecting textural areas in images corrupted by noise is considered. Detection is based on joint use of several local parameters calculated in scanning windows (blocks) of different size. Trained support vector machine (SVM) classifier is used for combining local parameters. Factors that influence detector performance are analyzed. It is shown that detector performance can be improved by taking into account information from classifier output for neighbor pixels.

AB - A problem of detecting textural areas in images corrupted by noise is considered. Detection is based on joint use of several local parameters calculated in scanning windows (blocks) of different size. Trained support vector machine (SVM) classifier is used for combining local parameters. Factors that influence detector performance are analyzed. It is shown that detector performance can be improved by taking into account information from classifier output for neighbor pixels.

KW - image

KW - local parameters

KW - noise

KW - SVM

KW - texture detection

UR - https://www.scopus.com/pages/publications/84962836336

U2 - 10.1109/INFOCOMMST.2015.7357321

DO - 10.1109/INFOCOMMST.2015.7357321

M3 - Conference contribution

AN - SCOPUS:84962836336

SP - 230

EP - 233

BT - 2015 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015 - Conference Proceedings

PB - IEEE

T2 - 2nd International Scientific-Practical Conference Problems of Infocommunications Science and Technology, PIC S and T 2015

Y2 - 13 October 2015 through 15 October 2015

ER -

Texture detection in noisy images by combining several local parameters

Abstrakti

Conference

!!ASJC Scopus subject areas

Pääsy asiakirjaan

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