Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti

Muhammet Sebul Beratoglu; Behcet Ugur Toreyin

doi:10.1109/SIU.2019.8806429

Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti

Bilişim Enstitüsü

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

3 Atıf (Scopus)

Özet

In this study, the data which is compressed by the most recent video compression standard HEVC (High Efficient Video Coding) has been analyzed and shown that vehicle license plate can be detected without a need to full decode process. An image has been created that represents HEVC block partitioning structure which is available at the beginning of a compression process. A convolutional neural network, using these kind of images, is trained to find the corresponding number plate regions. For comparison; a second convolutional neural network is trained in pixel domain and the obtained results are given.

Tercüme edilen katkı başlığı	Vehicle license plate detection using only block partitioning structure of the high efficiency video coding (HEVC)
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	27th Signal Processing and Communications Applications Conference, SIU 2019
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781728119045
DOI'lar	https://doi.org/10.1109/SIU.2019.8806429
Yayın durumu	Yayınlandı - Nis 2019
Etkinlik	27th Signal Processing and Communications Applications Conference, SIU 2019 - Sivas, Türkiye Süre: 24 Nis 2019 → 26 Nis 2019

Yayın serisi

Adı	27th Signal Processing and Communications Applications Conference, SIU 2019

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

???event.eventtypes.event.conference???	27th Signal Processing and Communications Applications Conference, SIU 2019
Ülke/Bölge	Türkiye
Şehir	Sivas
Periyot	24/04/19 → 26/04/19

Bibliyografik not

Publisher Copyright:
© 2019 IEEE.

Keywords

CNN
Compressed Domain
H265
HEVC
Vehicle License Plate Detection

Belgeye Erişim

10.1109/SIU.2019.8806429

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Beratoglu, M. S., & Toreyin, B. U. (2019). Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti. In 27th Signal Processing and Communications Applications Conference, SIU 2019 Makale 8806429 (27th Signal Processing and Communications Applications Conference, SIU 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2019.8806429

@inproceedings{aeff3bfe0dd6459ab1d18b460eb4754d,

title = "Y{\"u}ksek Verimli Video Kodlama (HEVC) Blok B{\"o}l{\"u}mleme Yapisi ile Ara{\c c} Plaka Tespiti",

abstract = "In this study, the data which is compressed by the most recent video compression standard HEVC (High Efficient Video Coding) has been analyzed and shown that vehicle license plate can be detected without a need to full decode process. An image has been created that represents HEVC block partitioning structure which is available at the beginning of a compression process. A convolutional neural network, using these kind of images, is trained to find the corresponding number plate regions. For comparison; a second convolutional neural network is trained in pixel domain and the obtained results are given.",

keywords = "CNN, Compressed Domain, H265, HEVC, Vehicle License Plate Detection",

author = "Beratoglu, \{Muhammet Sebul\} and Toreyin, \{Behcet Ugur\}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 27th Signal Processing and Communications Applications Conference, SIU 2019 ; Conference date: 24-04-2019 Through 26-04-2019",

year = "2019",

month = apr,

doi = "10.1109/SIU.2019.8806429",

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

series = "27th Signal Processing and Communications Applications Conference, SIU 2019",

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

booktitle = "27th Signal Processing and Communications Applications Conference, SIU 2019",

address = "United States",

}

Beratoglu, MS & Toreyin, BU 2019, Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti. in 27th Signal Processing and Communications Applications Conference, SIU 2019., 8806429, 27th Signal Processing and Communications Applications Conference, SIU 2019, Institute of Electrical and Electronics Engineers Inc., 27th Signal Processing and Communications Applications Conference, SIU 2019, Sivas, Türkiye, 24/04/19. https://doi.org/10.1109/SIU.2019.8806429

Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti. / Beratoglu, Muhammet Sebul ; Toreyin, Behcet Ugur.
27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8806429 (27th Signal Processing and Communications Applications Conference, SIU 2019).

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

TY - GEN

T1 - Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti

AU - Beratoglu, Muhammet Sebul

AU - Toreyin, Behcet Ugur

PY - 2019/4

Y1 - 2019/4

N2 - In this study, the data which is compressed by the most recent video compression standard HEVC (High Efficient Video Coding) has been analyzed and shown that vehicle license plate can be detected without a need to full decode process. An image has been created that represents HEVC block partitioning structure which is available at the beginning of a compression process. A convolutional neural network, using these kind of images, is trained to find the corresponding number plate regions. For comparison; a second convolutional neural network is trained in pixel domain and the obtained results are given.

AB - In this study, the data which is compressed by the most recent video compression standard HEVC (High Efficient Video Coding) has been analyzed and shown that vehicle license plate can be detected without a need to full decode process. An image has been created that represents HEVC block partitioning structure which is available at the beginning of a compression process. A convolutional neural network, using these kind of images, is trained to find the corresponding number plate regions. For comparison; a second convolutional neural network is trained in pixel domain and the obtained results are given.

KW - CNN

KW - Compressed Domain

KW - H265

KW - HEVC

KW - Vehicle License Plate Detection

UR - https://www.scopus.com/pages/publications/85071970746

U2 - 10.1109/SIU.2019.8806429

DO - 10.1109/SIU.2019.8806429

M3 - Konferans katkısı

AN - SCOPUS:85071970746

T3 - 27th Signal Processing and Communications Applications Conference, SIU 2019

BT - 27th Signal Processing and Communications Applications Conference, SIU 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 27th Signal Processing and Communications Applications Conference, SIU 2019

Y2 - 24 April 2019 through 26 April 2019

ER -

Beratoglu MS , Toreyin BU. Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti. In 27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8806429. (27th Signal Processing and Communications Applications Conference, SIU 2019). doi: 10.1109/SIU.2019.8806429

Yüksek Verimli Video Kodlama (HEVC) Blok Bölümleme Yapisi ile Araç Plaka Tespiti

Özet

Yayın serisi

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

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap