A simple sign language recognition system based on data glove

被引：0

作者：

Wu, JQ ^{[1
]}

Gao, W ^{[1
]}

Song, YB ^{[1
]}

Liu, W ^{[1
]}

Pang, B ^{[1
]}

机构：

[1] Harbin Inst Technol, Dept Comp Sci & Engn, Harbin 150001, Peoples R China

来源：

ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II | 1998年

关键词：

hidden Markov model; neural network; gesture recognition; sign language recognition;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Human beings usually interact with each other either by natural language channel such as Speech and writing, dr by body language channel such as hand gesture, head gesture, facial expression, lip motion and so on. As a part of natural language understanding, sign language recognition is very important. On one hand, it is one of the main methods of human-computer interaction in Virtual Reality; on the other hand, it is an auxiliary tool for a deaf-mute to communicate with ordinary people through computer. In this paper the process of building a simple word-level sign language recognition system is presented, and the method for recognizing sign language word is also proposed.

引用

页码：1257 / 1260

页数：4

共 50 条

[1] Recognition of sign language with an inertial sensor-based data glove
Kim, Kyung-Won
Lee, Mi-So
Soon, Bo-Ram
Ryu, Mun-Ho
Kim, Je-Nam
[J]. TECHNOLOGY AND HEALTH CARE, 2016, 24 : S223 - S230
[2] A Glove-Based Gesture Recognition System for Vietnamese Sign Language
Phi, Lam T.
Nguyen, Hung D.
Bui, T. T. Quyen
Vu, Thang T.
[J]. 2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 1555 - 1559
[3] Design of data-glove and chinese sign language recognition system based on ARM9
Li Lei
Que Dashun
[J]. PROCEEDINGS OF 2015 IEEE 12TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), VOL. 3, 2015, : 1130 - 1134
[4] Smart glove-based gestures recognition system for Arabic sign language
Saleh, Neven
Farghaly, Mostafa
Elshaaer, Eslam
Mousa, Amr
[J]. PROCEEDINGS OF 2020 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMMUNICATION AND COMPUTER ENGINEERING (ITCE), 2020, : 303 - 307
[5] Recognition of Sign Language Alphabets and Numbers based on Hand Kinematics using A Data Glove
Kakoty, Nayan M.
Sharma, Manalee Dev
[J]. INTERNATIONAL CONFERENCE ON ROBOTICS AND SMART MANUFACTURING (ROSMA2018), 2018, 133 : 55 - 62
[6] A New Approach for Designing a Smart Glove for Arabic Sign Language Recognition System Based on the Statistical Analysis of the Sign Language
Sadek, Mina I.
Mikhael, Michael N.
Mansour, Hala A.
[J]. 2017 34TH NATIONAL RADIO SCIENCE CONFERENCE (NRSC), 2017, : 380 - 388
[7] Special Characters of Vietnamese Sign Language Recognition System Based on Virtual Reality Glove
Diep Nguyen Thi Bich
Trung-Nghia Phung
Thang Vu Tat
Lam Phi Tung
[J]. ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY, 2017, 538 : 572 - 581
[8] Low Complexity Classification System for Glove-Based Arabic Sign Language Recognition
Assaleh, Khaled
Shanableh, Tamer
Zourob, Mohammed
[J]. NEURAL INFORMATION PROCESSING, ICONIP 2012, PT III, 2012, 7665 : 262 - 268
[9] Data Glove with Bending Sensor and Inertial Sensor Based on Weighted DTW Fusion for Sign Language Recognition
Lu, Chenghong
Amino, Shingo
Jing, Lei
[J]. ELECTRONICS, 2023, 12 (03)
[10] Sign Language Recognition Through Fusion of 5DT Data Glove and Camera Based Information
Ramakant
Shaik, Noor-e-Karishma
Veerapalli, Lathasree
[J]. 2015 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2015, : 639 - 643

← 1 2 3 4 5 →