istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi

Arda Mollakoy; Emre Yengel; B. Ugur Toreyin

doi:10.1109/SIU.2016.7496131

istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi

Arda Mollakoy, Emre Yengel, B. Ugur Toreyin

Bilişim Enstitüsü

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

Özet

The final step of the bearing production line constitutes the inspection of the bearing which is mostly performed by visual inspection. Three groups of bearings namely, properly assembled samples, conversely assembled rubber seal and samples where rubber seals were missing are classified using visible range images of these samples. According to the proposed method, extraction of seal regions from the bearing images using circular Hough transform is followed by a higher-order statistical analysis to finalize the classification. Experimental results show that this system may be employed as an assistive tool for bearing inspectors.

Tercüme edilen katkı başlığı	Bearing fault detection method based on statistical analysis and KL distance
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	1881-1884
Sayfa sayısı	4
ISBN (Elektronik)	9781509016792
DOI'lar	https://doi.org/10.1109/SIU.2016.7496131
Yayın durumu	Yayınlandı - 20 Haz 2016
Etkinlik	24th Signal Processing and Communication Application Conference, SIU 2016 - Zonguldak, Turkey Süre: 16 May 2016 → 19 May 2016

Yayın serisi

Adı	2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	24th Signal Processing and Communication Application Conference, SIU 2016
Ülke/Bölge	Turkey
Şehir	Zonguldak
Periyot	16/05/16 → 19/05/16

Bibliyografik not

Publisher Copyright:
© 2016 IEEE.

Keywords

Kullback-Leibler Distance
bearing
computer vision
statistical analysis

Belgeye Erişim

10.1109/SIU.2016.7496131

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Mollakoy, A., Yengel, E., & Toreyin, B. U. (2016). istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi. In 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings (pp. 1881-1884). Makale 7496131 (2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2016.7496131

Mollakoy, Arda ; Yengel, Emre ; Toreyin, B. Ugur. / istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi. 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1881-1884 (2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings).

@inproceedings{9893de1200a54aa4a1315c771600290a,

title = "istatistiksel {\c c}oziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi",

abstract = "The final step of the bearing production line constitutes the inspection of the bearing which is mostly performed by visual inspection. Three groups of bearings namely, properly assembled samples, conversely assembled rubber seal and samples where rubber seals were missing are classified using visible range images of these samples. According to the proposed method, extraction of seal regions from the bearing images using circular Hough transform is followed by a higher-order statistical analysis to finalize the classification. Experimental results show that this system may be employed as an assistive tool for bearing inspectors.",

keywords = "Kullback-Leibler Distance, bearing, computer vision, statistical analysis",

author = "Arda Mollakoy and Emre Yengel and Toreyin, {B. Ugur}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 24th Signal Processing and Communication Application Conference, SIU 2016 ; Conference date: 16-05-2016 Through 19-05-2016",

year = "2016",

month = jun,

day = "20",

doi = "10.1109/SIU.2016.7496131",

language = "T{\"u}rk{\c c}e",

series = "2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings",

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

pages = "1881--1884",

booktitle = "2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings",

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}

Mollakoy, A, Yengel, E & Toreyin, BU 2016, istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi. in 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings., 7496131, 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1881-1884, 24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Turkey, 16/05/16. https://doi.org/10.1109/SIU.2016.7496131

istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi. / Mollakoy, Arda; Yengel, Emre; Toreyin, B. Ugur.
2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1881-1884 7496131 (2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi

AU - Mollakoy, Arda

AU - Yengel, Emre

AU - Toreyin, B. Ugur

PY - 2016/6/20

Y1 - 2016/6/20

N2 - The final step of the bearing production line constitutes the inspection of the bearing which is mostly performed by visual inspection. Three groups of bearings namely, properly assembled samples, conversely assembled rubber seal and samples where rubber seals were missing are classified using visible range images of these samples. According to the proposed method, extraction of seal regions from the bearing images using circular Hough transform is followed by a higher-order statistical analysis to finalize the classification. Experimental results show that this system may be employed as an assistive tool for bearing inspectors.

AB - The final step of the bearing production line constitutes the inspection of the bearing which is mostly performed by visual inspection. Three groups of bearings namely, properly assembled samples, conversely assembled rubber seal and samples where rubber seals were missing are classified using visible range images of these samples. According to the proposed method, extraction of seal regions from the bearing images using circular Hough transform is followed by a higher-order statistical analysis to finalize the classification. Experimental results show that this system may be employed as an assistive tool for bearing inspectors.

KW - Kullback-Leibler Distance

KW - bearing

KW - computer vision

KW - statistical analysis

UR - http://www.scopus.com/inward/record.url?scp=84982860064&partnerID=8YFLogxK

U2 - 10.1109/SIU.2016.7496131

DO - 10.1109/SIU.2016.7496131

M3 - Konferans katkısı

AN - SCOPUS:84982860064

T3 - 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings

SP - 1881

EP - 1884

BT - 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 24th Signal Processing and Communication Application Conference, SIU 2016

Y2 - 16 May 2016 through 19 May 2016

ER -

Mollakoy A, Yengel E, Toreyin BU. istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi. In 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1881-1884. 7496131. (2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings). doi: 10.1109/SIU.2016.7496131

istatistiksel çoziimleme ve KL U zakllglna Dayall Rulman Rata Tespit Yontemi

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap