Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme

Ayca Ceylan; Burcu Tunga; Evrim Korkmaz Ozay

doi:10.1109/SIU53274.2021.9477920

Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme

Ayca Ceylan, Burcu Tunga, Evrim Korkmaz Ozay

Matematik Bölümü

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

3 Atıf (Scopus)

Özet

Color images are converted to grayscale when texture information is needed more than color information when it is desired to reproduce or when it is used for artistic purposes.The methods used to convert color images to grayscale should both produce perceptually acceptable grayscale results and retain as much information as possible about the original color image. In this study, an alternative color-to-grayscale image conversion algorithm has been developed for decolarization using the High Dimensional Model Representation (HDMR) method. In order to evaluate the efficiency of the proposed algorithm, normalized cross correlation, color contrast preservation ratio, E-score and color content fidelity ratio have been used within the scope of standard objective measures.

Tercüme edilen katkı başlığı	Color to grayscale image conversion using high dimensional model representation
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781665436496
DOI'lar	https://doi.org/10.1109/SIU53274.2021.9477920
Yayın durumu	Yayınlandı - 9 Haz 2021
Etkinlik	29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 - Virtual, Istanbul, Turkey Süre: 9 Haz 2021 → 11 Haz 2021

Yayın serisi

Adı	SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings

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

???event.eventtypes.event.conference???	29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021
Ülke/Bölge	Turkey
Şehir	Virtual, Istanbul
Periyot	9/06/21 → 11/06/21

Bibliyografik not

Publisher Copyright:
© 2021 IEEE.

Keywords

Color-to-gray conversion
Decolorization
High Dimensional Model Representation

Belgeye Erişim

10.1109/SIU53274.2021.9477920

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Ceylan, A., Tunga, B., & Korkmaz Ozay, E. (2021). Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme. In SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings Makale 9477920 (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU53274.2021.9477920

Ceylan, Ayca ; Tunga, Burcu ; Korkmaz Ozay, Evrim. / Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme. SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings).

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abstract = "Color images are converted to grayscale when texture information is needed more than color information when it is desired to reproduce or when it is used for artistic purposes.The methods used to convert color images to grayscale should both produce perceptually acceptable grayscale results and retain as much information as possible about the original color image. In this study, an alternative color-to-grayscale image conversion algorithm has been developed for decolarization using the High Dimensional Model Representation (HDMR) method. In order to evaluate the efficiency of the proposed algorithm, normalized cross correlation, color contrast preservation ratio, E-score and color content fidelity ratio have been used within the scope of standard objective measures.",

keywords = "Color-to-gray conversion, Decolorization, High Dimensional Model Representation",

author = "Ayca Ceylan and Burcu Tunga and {Korkmaz Ozay}, Evrim",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 ; Conference date: 09-06-2021 Through 11-06-2021",

year = "2021",

month = jun,

day = "9",

doi = "10.1109/SIU53274.2021.9477920",

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

series = "SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings",

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

booktitle = "SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings",

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Ceylan, A, Tunga, B & Korkmaz Ozay, E 2021, Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme. in SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings., 9477920, SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings, Institute of Electrical and Electronics Engineers Inc., 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9/06/21. https://doi.org/10.1109/SIU53274.2021.9477920

Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme. / Ceylan, Ayca; Tunga, Burcu; Korkmaz Ozay, Evrim.
SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. 9477920 (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings).

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

TY - GEN

T1 - Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme

AU - Ceylan, Ayca

AU - Tunga, Burcu

AU - Korkmaz Ozay, Evrim

PY - 2021/6/9

Y1 - 2021/6/9

N2 - Color images are converted to grayscale when texture information is needed more than color information when it is desired to reproduce or when it is used for artistic purposes.The methods used to convert color images to grayscale should both produce perceptually acceptable grayscale results and retain as much information as possible about the original color image. In this study, an alternative color-to-grayscale image conversion algorithm has been developed for decolarization using the High Dimensional Model Representation (HDMR) method. In order to evaluate the efficiency of the proposed algorithm, normalized cross correlation, color contrast preservation ratio, E-score and color content fidelity ratio have been used within the scope of standard objective measures.

AB - Color images are converted to grayscale when texture information is needed more than color information when it is desired to reproduce or when it is used for artistic purposes.The methods used to convert color images to grayscale should both produce perceptually acceptable grayscale results and retain as much information as possible about the original color image. In this study, an alternative color-to-grayscale image conversion algorithm has been developed for decolarization using the High Dimensional Model Representation (HDMR) method. In order to evaluate the efficiency of the proposed algorithm, normalized cross correlation, color contrast preservation ratio, E-score and color content fidelity ratio have been used within the scope of standard objective measures.

KW - Color-to-gray conversion

KW - Decolorization

KW - High Dimensional Model Representation

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DO - 10.1109/SIU53274.2021.9477920

M3 - Konferans katkısı

AN - SCOPUS:85111440458

T3 - SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings

BT - SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021

Y2 - 9 June 2021 through 11 June 2021

ER -

Ceylan A, Tunga B, Korkmaz Ozay E. Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme. In SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. 9477920. (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings). doi: 10.1109/SIU53274.2021.9477920

Yüksek boyutlu model gösterilimi kullanarak renkliden gri tonlamaya imge dönüştürme

Özet

Yayın serisi

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

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap