Recognition of sign language gestures using neural networks

被引:0
|
作者
Vamplew, Simon [1 ]
机构
[1] Univ Tasmania, Dept Comp Sci, Hobart, Tas, Australia
关键词
sign language; hand gestures; communication aid;
D O I
暂无
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
This paper describes the structure and performance of the SLARTI sign language recognition system developed at the University of Tasmania. SLARTI uses a modular architecture consisting of multiple feature-recognition neural networks and a nearest-neighbour classifier to recognise Australian sign language (Auslan) hand gestures.
引用
收藏
页码:31 / 41
页数:11
相关论文
共 50 条
  • [1] Sign Language Recognition using Neural Networks
    Dogic, Sabaheta
    Karli, Gunay
    [J]. TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2014, 3 (04): : 296 - 301
  • [2] Sign Language Numeral Gestures Recognition Using Convolutional Neural Network
    Gruber, Ivan
    Ryumin, Dmitry
    Hruz, Marek
    Karpov, Alexey
    [J]. INTERACTIVE COLLABORATIVE ROBOTICS, ICR 2018, 2018, 11097 : 70 - 77
  • [3] Sign Language Recognition using Hand Gestures
    Lohith, D. S.
    Raj, Nitin
    [J]. PROCEEDINGS OF THE 2021 FIFTH INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC 2021), 2021, : 968 - 971
  • [4] Sign Language Recognition Using Convolutional Neural Networks
    Pigou, Lionel
    Dieleman, Sander
    Kindermans, Pieter-Jan
    Schrauwen, Benjamin
    [J]. COMPUTER VISION - ECCV 2014 WORKSHOPS, PT I, 2015, 8925 : 572 - 578
  • [5] RECOGNITION OF SIGN LANGUAGE GESTURES USING DEEP LEARNING
    Manoj, R.
    Karthick, R. E.
    Priyadharshini, Indira R.
    Renuka, G.
    Monica
    [J]. INTERNATIONAL JOURNAL OF EARLY CHILDHOOD SPECIAL EDUCATION, 2022, 14 (05) : 508 - 516
  • [6] Peruvian Sign Language Recognition Using Recurrent Neural Networks
    Barrientos-Villalta, Geraldine Fiorella
    Quiroz, Piero
    Ugarte, Willy
    [J]. ADVANCED RESEARCH IN TECHNOLOGIES, INFORMATION, INNOVATION AND SUSTAINABILITY, ARTIIS 2022, PT I, 2022, 1675 : 459 - 473
  • [7] Indian Sign Language Recognition Using Optimized Neural Networks
    Hore, Sirshendu
    Chatterjee, Sankhadeep
    Santhi, V.
    Dey, Nilanjan
    Ashour, Amira S.
    Balas, Valentina Emilia
    Shi, Fuqian
    [J]. INFORMATION TECHNOLOGY AND INTELLIGENT TRANSPORTATION SYSTEMS, VOL 2, 2017, 455 : 553 - 563
  • [8] Using Convolutional Neural Networks for Fingerspelling Sign Recognition in Brazilian Sign Language
    Lima, Douglas F. L.
    Salvador Neto, Armando S.
    Santos, Ewerton N.
    Araujo, Tiago Maritan U.
    Rego, Thais Gaudencio
    [J]. WEBMEDIA 2019: PROCEEDINGS OF THE 25TH BRAZILLIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB, 2019, : 109 - 115
  • [9] About Recognition of Sign Language Gestures
    Voskresenskiy, Alexander
    Ilyin, Sergey
    [J]. LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, : A247 - A250
  • [10] Exploiting Recurrent Neural Networks and Leap Motion Controller for the Recognition of Sign Language and Semaphoric Hand Gestures
    Avola, Danilo
    Bernardi, Marco
    Cinque, Luigi
    Foresti, Gian Luca
    Massaroni, Cristiano
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 21 (01) : 234 - 245