Sign Language Recognition based on Key Frame

被引：1
|
作者：
Zhang, Shengwei [1 ]
Zhu, Zhaosong [1 ]
Hu, Zuojin [1 ]
机构：
[1] Nanjing Normal Univ Special Educ, Nanjing, Jiangsu, Peoples R China
来源：
2018 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION | 2019年 / 252卷
关键词：
KNN;
D O I：
10.1088/1755-1315/252/3/032012
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper presents a new real-time recognition system as for Chinese sign language. In order to decrease massive unnecessary data, including the body of model, the differential method is used to extract the arms of model. The sign language videos are stored in the different groups, where the number of key frames is same, to decrease matching process. Hu invariant moments models are implying to extract the image's feature and obtain the key frames.
引用
收藏
页数：4
相关论文
共 50 条
  • [41] Combinational sign language recognition
    Gao, Liqing
    Feng, Wei
    Lyu, Fan
    Wan, Liang
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 241
  • [42] Arabic sign language recognition
    Mohandes, M
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II, 2001, : 753 - 759
  • [43] Australian sign language recognition
    Eun-Jung Holden
    Gareth Lee
    Robyn Owens
    Machine Vision and Applications, 2005, 16 : 312 - 320
  • [44] Australian sign language recognition
    Holden, EJ
    Lee, G
    Owens, R
    MACHINE VISION AND APPLICATIONS, 2005, 16 (05) : 312 - 320
  • [45] Facial microexpression recognition based on adaptive key frame representation
    Xie, Zhihua
    Yu, Xinhe
    Niu, Jieyi
    Li, Yi
    JOURNAL OF ELECTRONIC IMAGING, 2019, 28 (03)
  • [46] CNN Based Key Frame Extraction for Face in Video Recognition
    Qi, Xuan
    Liu, Chen
    Schuckers, Stephanie
    2018 IEEE 4TH INTERNATIONAL CONFERENCE ON IDENTITY, SECURITY, AND BEHAVIOR ANALYSIS (ISBA), 2018,
  • [47] Research on lightweight action recognition method based on key frame
    Zhou Y.
    Bai H.
    Li W.
    Guo H.
    Xu X.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2020, 41 (07): : 196 - 204
  • [48] Metric-Based Key Frame Extraction for Gait Recognition
    Wei, Tuanjie
    Li, Rui
    Zhao, Huimin
    Chen, Rongjun
    Zhan, Jin
    Li, Huakang
    Wan, Jiwei
    ELECTRONICS, 2022, 11 (24)
  • [49] A recognition method of sign language sentences for Japanese sign language translation
    Sagawa, H
    Takeuchi, M
    PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2, 2000, : A858 - A861
  • [50] Sign Language Recognition Using Image Based Hand Gesture Recognition Techniques
    Nikam, Ashish S.
    Ambekar, Aarti G.
    PROCEEDINGS OF 2016 ONLINE INTERNATIONAL CONFERENCE ON GREEN ENGINEERING AND TECHNOLOGIES (IC-GET), 2016,
12345