An Efficient Local Feature-Based Facial Expression Recognition System

被引：0
|
作者：
Md. Zia Uddin
机构：
[1] Sungkyunkwan University,Department of Computer Education
来源：
Arabian Journal for Science and Engineering | 2014年 / 39卷
关键词：
Depth image; Facial expressions; Local directional patterns (LDPs); Hidden Markov models (HMMs);
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, a novel approach to recognizing certain facial expressions using time-sequential depth videos is proposed. Local directional pattern features are extracted from time-sequential depth faces. Robust local features are then applied with hidden Markov models for successfully obtaining facial expressions. The proposed approach shows superior recognition performance compared to conventional approaches.
引用
收藏
页码：7885 / 7893
页数：8
相关论文
共 50 条
  • [21] Facial expression recognition based on global and local feature fusion with CNNs
    Gu Shengtao
    Xu Chao
    Feng Bo
    CONFERENCE PROCEEDINGS OF 2019 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (IEEE ICSPCC 2019), 2019,
  • [22] 3D facial recognition using local feature-based methods and accuracy assessment
    Atik, Muhammed Enes
    Duran, Zaide
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2021, 36 (01): : 359 - 371
  • [23] Facial landmark detection and geometric feature-based emotion recognition
    Shanthi, P.
    Nickolas, S.
    INTERNATIONAL JOURNAL OF BIOMETRICS, 2022, 14 (02) : 138 - 154
  • [24] A Local Feature-based Human Motion Recognition Framework
    Lai, Yu-Chun
    Liao, Hong-Yuan Mark
    Lin, Cheng-Chung
    Chen, Jian-Ren
    Luo, Y. -F. Peter
    ISCAS: 2009 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-5, 2009, : 722 - +
  • [25] An Acceleration Feature-Based Gesture Recognition System
    Chu, Hung-Chi
    Huang, Sheng-Chih
    Liaw, Jiun-Jiam
    2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 3807 - 3812
  • [26] Facial expression recognition based on local feature bidirectional 2DPCA
    Hua, Bin
    Liu, Ting
    2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, VOL 1, PROCEEDINGS, 2009, : 301 - 304
  • [27] Facial Expression Recognition Based on Local Feature Fusion of Convolutional Neural Network
    Yao Lisha
    Xu Guoming
    Zhao Feng
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (04)
  • [28] AN INFANT FACIAL EXPRESSION RECOGNITION SYSTEM BASED ON MOMENT FEATURE EXTRACTION
    Fang, C. Y.
    Lin, H. W.
    Chen, S. W.
    VISAPP 2010: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 2, 2010, : 313 - 318
  • [29] Facial expression recognition based on anomaly feature
    Hong, Kan
    OPTICAL REVIEW, 2022, 29 (03) : 178 - 187
  • [30] Facial expression recognition based on anomaly feature
    Kan Hong
    Optical Review, 2022, 29 : 178 - 187
12345