Real Time Classification of American Sign Language for Finger Spelling Purpose

被引：5

作者：

Kumar, Amit ^{[1
]}

Assaf, Mansour ^{[1
]}

Mehta, Utkal ^{[1
]}

机构：

[1] Univ South Pacific, Sch Engn & Phys, Laucala Campus, Suva, Fiji

来源：

INTERNET OF VEHICLES - TECHNOLOGIES AND SERVICES | 2016年 / 10036卷

关键词：

Communication; Sign language; Image processing; Feature extraction; Classification;

D O I：

10.1007/978-3-319-51969-2_11

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Real time communication with use of sign languages is addressed. Sign language used in this study is performed in uniform lighting conditions. The system looks at image processing of the hand gestures followed by some feature extraction techniques to verify the gesture. Different classification techniques and logics are applied to classify the images and results are compared experimentally. Conditional classification is also used in the research to test for accuracy and is compared with previous results.

引用

页码：128 / 137

页数：10

共 50 条

[41] THE EXPRESSIONS OF SPATIAL RELATIONS DURING INTERACTION IN AMERICAN SIGN LANGUAGE, CROATIAN SIGN LANGUAGE, AND TURKISH SIGN LANGUAGE [J].

Arik, Engin .

POZNAN STUDIES IN CONTEMPORARY LINGUISTICS, 2012, 48 (02) :179-201

[42] Adaptation of a vocabulary test from British Sign Language to American Sign Language [J].

Mann, Wolfgang ;

Roy, Penny ;

Morgan, Gary .

LANGUAGE TESTING, 2016, 33 (01) :3-22

[43] Spelling in Deaf, Hard of Hearing and Hearing Children With Sign Language Knowledge [J].

Gaerdenfors, Moa ;

Johansson, Victoria ;

Schoenstroem, Krister .

FRONTIERS IN PSYCHOLOGY, 2019, 10

[44] The acquisition of prosody in American Sign Language [J].

Brentari, Diane ;

Falk, Joshua ;

Wolford, George .

LANGUAGE, 2015, 91 (03) :E144-E168

[45] Taboo expressions in American Sign Language [J].

Mirus, Gene ;

Fisher, Jami ;

Napoli, Donna Jo .

LINGUA, 2012, 122 (09) :1004-1020

[46] PHONOLOGY RECOGNITION IN AMERICAN SIGN LANGUAGE [J].

Tavella, Federico ;

Galata, Aphrodite ;

Cangelosi, Angelo .

2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, :8452-8456

[47] Effects of language experience on the perception of American Sign Language [J].

Morford, Jill P. ;

Grieve-Smith, Angus B. ;

MacFarlane, James ;

Staley, Joshua ;

Waters, Gabriel .

COGNITION, 2008, 109 (01) :41-53

[48] Mobile real-time gesture detection application for sign language learning [J].

Ivanska, Liliia ;

Korotyeyeva, Tetyana .

2022 IEEE 17TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND INFORMATION TECHNOLOGIES (CSIT), 2022, :511-514

[49] Real Time English Speech to British Sign Language Translation for Accessible Banking [J].

Varanasi, Abhishek Bharadwaj ;

Sinha, Manjira ;

Dasgupta, Tirthankar ;

Jadhav, Charudatta .

COMPANION PROCEEDINGS OF THE 2025 CONFERENCE ON INTELLIGENT USER INTERFACES, IUI 2025, 2025, :87-90

[50] Comparison between modes of communication for the deaf and dumb via e-learning through case study (sign language and finger spelling in review) [J].

Al-Bayati M.A. ;

Hussein K.Q. .

International Journal of Digital Content Technology and its Applications, 2010, 4 (02) :36-39

← 1 2 3 4 5 →