Recognition of isolated words of the Polish sign language

被引：0
|
作者：
Kapuscinski, T [1 ]
Wysocki, M [1 ]
机构：
[1] Rzeszow Univ Technol, Comp & Control Engn Chair, Rzeszow, Poland
来源：
Computer Recognition Systems, Proceedings | 2005年
关键词：
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：
The paper considers recognition of isolated words of the Polish Sign Language using a canonical stereo system that observes the signer from a frontal view. Recognition is based on human skin detection and Hidden Markov Models. Several feature vectors taking into account, information about, the hand shape and 3D position of the hand with respect to the face are examined. To improve the recognition rate the classifiers are combined by voting or by fuzzy integral. We focus on 101 words that can be used at the doctor's and at the post office.
引用
收藏
页码：697 / 704
页数：8
相关论文
共 50 条
  • [1] Polish Sign Language Words Recognition with Kinect
    Oszust, Mariusz
    Wysocki, Marian
    2013 6TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTIONS (HSI), 2013, : 219 - 226
  • [2] Dual LMCs Fusion for Recognition of Isolated Arabic Sign Language Words
    Aliyu, S.
    Mohandes, M.
    Deriche, M.
    2017 14TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2017, : 611 - 614
  • [3] On the use of graph parsing for recognition of isolated hand postures of Polish Sign Language
    Flasinski, Mariusz
    Myslinski, Szymon
    PATTERN RECOGNITION, 2010, 43 (06) : 2249 - 2264
  • [4] Sign Words Annotation Assistance using Japanese Sign Language Words Recognition
    Takayama, Natsuki
    Takahashi, Hiroki
    2018 INTERNATIONAL CONFERENCE ON CYBERWORLDS (CW), 2018, : 221 - 228
  • [5] RECOGNITION OF ISOLATED WORDS FOR TONAL LANGUAGE
    TUAN, NA
    DOKLADY AKADEMII NAUK SSSR, 1984, 276 (04): : 818 - 820
  • [6] Isolated sign language characters recognition
    Santosa, Paulus Insap
    Telkomnika, 2013, 11 (03): : 583 - 590
  • [7] Automatic Recognition of Fingerspelled Words in British Sign Language
    Liwicki, Stephan
    Everingham, Mark
    2009 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPR WORKSHOPS 2009), VOLS 1 AND 2, 2009, : 809 - +
  • [8] Isolated Sign Language Recognition with Depth Cameras
    Oszust, Mariusz
    Krupski, Jakub
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KSE 2021), 2021, 192 : 2085 - 2094
  • [9] Appearance-based recognition of words in American sign language
    Zahedi, M
    Keysers, D
    Ney, H
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS, 2005, 3522 : 511 - 519
  • [10] Automatic Speech Recognition of Isolated Words in Hindi Language
    Wani, Priyanka
    Bormane, D. S.
    Patil, U. G.
    Shirbahadurkar, S. D.
    2016 INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2016,
12345