Alignment Based Extraction of Isolated Signs from Sign Language Videos

被引：0
|
作者：
Santemiz, Pinar [1 ]
Aran, Oya [1 ]
Saraclar, Murat [2 ]
Akarun, Lale [1 ]
机构：
[1] Bogazici Univ, Bilgisayar Muhendisligi Bolumu, TR-80815 Bebek, Turkey
[2] Bogazici Univ, Elekt Elekt Muhendisligi Bolumu, TR-80815 Bebek, Turkey
来源：
2009 IEEE 17TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, VOLS 1 AND 2 | 2009年
关键词：
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a method to extract isolated signs from continuous sign language videos. We use sequences that approximately contain the sign that we are interested in and align the sequences to find the exact start and end frames. We compare different feature extraction methods, different alignment methods, and assess the performance of our system on a database front Turkish sign language.
引用
收藏
页码：758 / +
页数：2
相关论文
共 50 条
  • [21] Experiments on Recognising the Handshape in Blobs Extracted from Sign Language Videos
    Viitaniemi, Ville
    Karppa, Matti
    Laaksonen, Jorma
    2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2014, : 2584 - 2589
  • [22] TRANSFER LEARNING FOR VIDEOS: FROM ACTION RECOGNITION TO SIGN LANGUAGE RECOGNITION
    Sarhan, Noha
    Frintrop, Simone
    2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 1811 - 1815
  • [23] Continuous sign language recognition using isolated signs data and deep transfer learning
    Sharma, S.
    Gupta, R.
    Kumar, A.
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 14 (3) : 1531 - 1542
  • [24] Continuous sign language recognition using isolated signs data and deep transfer learning
    S. Sharma
    R. Gupta
    A. Kumar
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 : 1531 - 1542
  • [25] Word separation in continuous sign language using isolated signs and post-processing
    Rastgoo, Razieh
    Kiani, Kourosh
    Escalera, Sergio
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 249
  • [26] Detecting Reduplication in Videos of American Sign Language
    Gavrilov, Zoya
    Sclaroff, Stan
    Neidle, Carol
    Dickinson, Sven
    LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2012, : 3767 - 3773
  • [27] Body Posture Estimation in Sign Language Videos
    Lefebvre-Albaret, Francois
    Dalle, Patrice
    GESTURE IN EMBODIED COMMUNICATION AND HUMAN-COMPUTER INTERACTION, 2010, 5934 : 289 - 300
  • [28] CNN based feature extraction and classification for sign language
    Abul Abbas Barbhuiya
    Ram Kumar Karsh
    Rahul Jain
    Multimedia Tools and Applications, 2021, 80 : 3051 - 3069
  • [29] CNN based feature extraction and classification for sign language
    Barbhuiya, Abul Abbas
    Karsh, Ram Kumar
    Jain, Rahul
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (02) : 3051 - 3069
  • [30] MODEL-LEVEL DATA-DRIVEN SUB-UNITS FOR SIGNS IN VIDEOS OF CONTINUOUS SIGN LANGUAGE
    Theodorakis, Stavros
    Pitsikalis, Vassilis
    Maragos, Petros
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 2262 - 2265
12345