Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi

Gizem Muslu; Bülent Bolat

doi:10.1109/EBBT.2019.8741541

Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi

Gizem Muslu
, Bülent Bolat

Yildiz Technical University

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

6 Atıf (Scopus)

Özet

In this paper, an algorithm is presented for nighttime vehicle tail lights detection which is a combination of Haar cascade classifier and rule based image processing. Haar, which is frequently used for vehicle detection in literature and tail lights or rear vision of vehicles are used for detection. However, these algorithms are mostly for daytime vehicle detection. In this paper, we present an algorithm and experimental results for, Haar cascade classifier and rule based image processing combination for nighttime vehicle tail light detection. Experimental results show that the proposed method detects with high accuracy than most of vehicle tail light detection algorithms that using a single classifier.

Tercüme edilen katkı başlığı	Nighttime vehicle tail light detection with rule based image processing
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781728110134
DOI'lar	https://doi.org/10.1109/EBBT.2019.8741541
Yayın durumu	Yayınlandı - Nis 2019
Harici olarak yayınlandı	Evet
Etkinlik	2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019 - Istanbul, Türkiye Süre: 24 Nis 2019 → 26 Nis 2019

Yayın serisi

Adı	2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019

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

???event.eventtypes.event.conference???	2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019
Ülke/Bölge	Türkiye
Şehir	Istanbul
Periyot	24/04/19 → 26/04/19

Bibliyografik not

Publisher Copyright:
© 2019 IEEE.

Keywords

Haar cascade classifier
Rule based image processing
Tail light detection
Vehicle detection

Belgeye Erişim

10.1109/EBBT.2019.8741541

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Muslu, G., & Bolat, B. (2019). Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi. In 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019 Makale 8741541 (2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EBBT.2019.8741541

Muslu, Gizem ; Bolat, Bülent. / Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi. 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019).

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title = "Kural tabanli g{\"o}r{\"u}nt{\"u} i{\c s}leme ile ara{\c c} arka i{\c s}iklarinin gece ortaminda belirlenmesi",

abstract = "In this paper, an algorithm is presented for nighttime vehicle tail lights detection which is a combination of Haar cascade classifier and rule based image processing. Haar, which is frequently used for vehicle detection in literature and tail lights or rear vision of vehicles are used for detection. However, these algorithms are mostly for daytime vehicle detection. In this paper, we present an algorithm and experimental results for, Haar cascade classifier and rule based image processing combination for nighttime vehicle tail light detection. Experimental results show that the proposed method detects with high accuracy than most of vehicle tail light detection algorithms that using a single classifier.",

keywords = "Haar cascade classifier, Rule based image processing, Tail light detection, Vehicle detection",

author = "Gizem Muslu and B{\"u}lent Bolat",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019 ; Conference date: 24-04-2019 Through 26-04-2019",

year = "2019",

month = apr,

doi = "10.1109/EBBT.2019.8741541",

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

series = "2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019",

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

booktitle = "2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019",

address = "United States",

}

Muslu, G & Bolat, B 2019, Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi. in 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019., 8741541, 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019, Institute of Electrical and Electronics Engineers Inc., 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019, Istanbul, Türkiye, 24/04/19. https://doi.org/10.1109/EBBT.2019.8741541

Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi. / Muslu, Gizem; Bolat, Bülent.
2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8741541 (2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019).

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

TY - GEN

T1 - Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi

AU - Muslu, Gizem

AU - Bolat, Bülent

PY - 2019/4

Y1 - 2019/4

N2 - In this paper, an algorithm is presented for nighttime vehicle tail lights detection which is a combination of Haar cascade classifier and rule based image processing. Haar, which is frequently used for vehicle detection in literature and tail lights or rear vision of vehicles are used for detection. However, these algorithms are mostly for daytime vehicle detection. In this paper, we present an algorithm and experimental results for, Haar cascade classifier and rule based image processing combination for nighttime vehicle tail light detection. Experimental results show that the proposed method detects with high accuracy than most of vehicle tail light detection algorithms that using a single classifier.

AB - In this paper, an algorithm is presented for nighttime vehicle tail lights detection which is a combination of Haar cascade classifier and rule based image processing. Haar, which is frequently used for vehicle detection in literature and tail lights or rear vision of vehicles are used for detection. However, these algorithms are mostly for daytime vehicle detection. In this paper, we present an algorithm and experimental results for, Haar cascade classifier and rule based image processing combination for nighttime vehicle tail light detection. Experimental results show that the proposed method detects with high accuracy than most of vehicle tail light detection algorithms that using a single classifier.

KW - Haar cascade classifier

KW - Rule based image processing

KW - Tail light detection

KW - Vehicle detection

UR - https://www.scopus.com/pages/publications/85068559456

U2 - 10.1109/EBBT.2019.8741541

DO - 10.1109/EBBT.2019.8741541

M3 - Konferans katkısı

AN - SCOPUS:85068559456

T3 - 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019

BT - 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019

Y2 - 24 April 2019 through 26 April 2019

ER -

Muslu G, Bolat B. Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi. In 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8741541. (2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019). doi: 10.1109/EBBT.2019.8741541

Kural tabanli görüntü işleme ile araç arka işiklarinin gece ortaminda belirlenmesi

Özet

Yayın serisi

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

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap