Kapsül Aglari ile Isaret Dili Tanima

Fuat Beser; Merve Ayyuce Kizrak; Bulent Bolat; Tulay Yildirim

doi:10.1109/SIU.2018.8404385

Kapsül Aglari ile Isaret Dili Tanima

Fuat Beser, Merve Ayyuce Kizrak, Bulent Bolat, Tulay Yildirim

Yildiz Technical University

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

29 Atıf (Scopus)

Özet

Hearing and speech impaired persons continue to communicate with the help of lip reading or hand and face movements also known as a sign language. Ensuring the disabled persons participation in life and increasing their quality of life are achievable through healthy and effective communication with other people. In this work; digits of the sign language were recognized with %94.2 validation accuracy by Capsule Networks.

Tercüme edilen katkı başlığı	Recognition of sign language using capsule networks
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	1-4
Sayfa sayısı	4
ISBN (Elektronik)	9781538615010
DOI'lar	https://doi.org/10.1109/SIU.2018.8404385
Yayın durumu	Yayınlandı - 5 Tem 2018
Harici olarak yayınlandı	Evet
Etkinlik	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 - Izmir, Turkey Süre: 2 May 2018 → 5 May 2018

Yayın serisi

Adı	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

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

???event.eventtypes.event.conference???	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Ülke/Bölge	Turkey
Şehir	Izmir
Periyot	2/05/18 → 5/05/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Keywords

Capsule networks
Convolutional neural networks
Deep learning
Deep neural networks
Sign language
Sign language recognition

Belgeye Erişim

10.1109/SIU.2018.8404385

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Beser, F., Kizrak, M. A., Bolat, B., & Yildirim, T. (2018). Kapsül Aglari ile Isaret Dili Tanima. In 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 (pp. 1-4). (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2018.8404385

@inproceedings{427d8af4f14d453192d524be22167bfd,

title = "Kaps{\"u}l Aglari ile Isaret Dili Tanima",

abstract = "Hearing and speech impaired persons continue to communicate with the help of lip reading or hand and face movements also known as a sign language. Ensuring the disabled persons participation in life and increasing their quality of life are achievable through healthy and effective communication with other people. In this work; digits of the sign language were recognized with %94.2 validation accuracy by Capsule Networks.",

keywords = "Capsule networks, Convolutional neural networks, Deep learning, Deep neural networks, Sign language, Sign language recognition",

author = "Fuat Beser and Kizrak, {Merve Ayyuce} and Bulent Bolat and Tulay Yildirim",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 ; Conference date: 02-05-2018 Through 05-05-2018",

year = "2018",

month = jul,

day = "5",

doi = "10.1109/SIU.2018.8404385",

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

series = "26th IEEE Signal Processing and Communications Applications Conference, SIU 2018",

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

pages = "1--4",

booktitle = "26th IEEE Signal Processing and Communications Applications Conference, SIU 2018",

address = "United States",

}

Beser, F, Kizrak, MA, Bolat, B & Yildirim, T 2018, Kapsül Aglari ile Isaret Dili Tanima. in 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, Institute of Electrical and Electronics Engineers Inc., pp. 1-4, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, Izmir, Turkey, 2/05/18. https://doi.org/10.1109/SIU.2018.8404385

Kapsül Aglari ile Isaret Dili Tanima. / Beser, Fuat; Kizrak, Merve Ayyuce; Bolat, Bulent et al.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-4 (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

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

TY - GEN

T1 - Kapsül Aglari ile Isaret Dili Tanima

AU - Beser, Fuat

AU - Kizrak, Merve Ayyuce

AU - Bolat, Bulent

AU - Yildirim, Tulay

PY - 2018/7/5

Y1 - 2018/7/5

N2 - Hearing and speech impaired persons continue to communicate with the help of lip reading or hand and face movements also known as a sign language. Ensuring the disabled persons participation in life and increasing their quality of life are achievable through healthy and effective communication with other people. In this work; digits of the sign language were recognized with %94.2 validation accuracy by Capsule Networks.

AB - Hearing and speech impaired persons continue to communicate with the help of lip reading or hand and face movements also known as a sign language. Ensuring the disabled persons participation in life and increasing their quality of life are achievable through healthy and effective communication with other people. In this work; digits of the sign language were recognized with %94.2 validation accuracy by Capsule Networks.

KW - Capsule networks

KW - Convolutional neural networks

KW - Deep learning

KW - Deep neural networks

KW - Sign language

KW - Sign language recognition

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U2 - 10.1109/SIU.2018.8404385

DO - 10.1109/SIU.2018.8404385

M3 - Konferans katkısı

AN - SCOPUS:85050810663

T3 - 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

SP - 1

EP - 4

BT - 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

Y2 - 2 May 2018 through 5 May 2018

ER -

Kapsül Aglari ile Isaret Dili Tanima

Özet

Yayın serisi

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

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap