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

Translated title of the contribution: Recognition of sign language using capsule networks

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

Yildiz Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

29 Citations (Scopus)

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.

Translated title of the contribution	Recognition of sign language using capsule networks
Original language	Turkish
Title of host publication	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-4
Number of pages	4
ISBN (Electronic)	9781538615010
DOIs	https://doi.org/10.1109/SIU.2018.8404385
Publication status	Published - 5 Jul 2018
Externally published	Yes
Event	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 - Izmir, Turkey Duration: 2 May 2018 → 5 May 2018

Publication series

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

Conference

Conference	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Country/Territory	Turkey
City	Izmir
Period	2/05/18 → 5/05/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Access to Document

10.1109/SIU.2018.8404385

Cite this

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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

UR - https://www.scopus.com/pages/publications/85050810663

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

Abstract

Publication series

Conference

Bibliographical note

Access to Document

Other files and links

Fingerprint

Cite this