Video-based Face Recognition Using the POEM Descriptor

被引：0
|
作者：
Nasiri, Saeid [1 ]
Ghahnavieh, Amir Ebrahimi [1 ]
Raie, Abolghasem A. [1 ]
机构：
[1] Amirkabir Univ Technol, Tehran Polytech, Fac Elect Engn, Mobile Robots Res Lab, 424 Hafez Ave, Tehran 158754413, Iran
来源：
2014 22ND IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE) | 2014年
关键词：
video-based face recognition; POEM descriptor; spatiotemporal operator; gradient magnitude; gradient orientation; LOCAL BINARY PATTERNS; SCALE;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Numerous methods are proposed in describing and analyzing faces in videos using spatiotemporal operators and they have obtained very noteworthy results. This paper proposes three new operators, POEM-TOP, VPOEM and AMVs+LBP-TOP, for video-based face recognition. These operators use gradient orientation and gradient magnitude of video frames for video description and feature extraction. Robustness to uniform illumination variations and computational simplicity are among the benefits of the proposed operators. Experiments are applied on two standard databases, Honda/UCSD and VidTIMIT, which are provided for video-based face recognition. The experimental results show the effectiveness of our proposed methods.
引用
收藏
页码：1125 / 1129
页数：5
相关论文
共 50 条
  • [31] Joint Space Learning for Video-based Face Recognition
    Cao, Dong
    He, Ran
    Sun, Zhenan
    Tan, Tieniu
    PROCEEDINGS 3RD IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION ACPR 2015, 2015, : 16 - 20
  • [32] Consistent Sparse Representation for Video-Based Face Recognition
    Liu, Xiuping
    Shen, Aihong
    Zhang, Jie
    Cao, Junjie
    Zhou, Yanfang
    COMPUTER VISION - ACCV 2016, PT III, 2017, 10113 : 404 - 418
  • [33] Video-Based Emotion Recognition using Face Frontalization and Deep Spatiotemporal Feature
    Wang, Jinwei
    Zhao, Ziping
    Liang, Jinglian
    Li, Chao
    2018 FIRST ASIAN CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII ASIA), 2018,
  • [34] Video Gender Recognition Using Temporal Coherent Face Descriptor
    Wang, Wei-Cheng
    Hsu, Ru-Yun
    Huang, Chun-Rong
    Syu, Li-You
    2015 16TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), 2015, : 113 - 118
  • [35] 3D face recognition using image decomposition and POEM descriptor
    Abbad, Abdelghafour
    El Kaitouni, Soukaina El Idrissi
    Benhdech, Adil
    Abbad, Khalid
    Tairi, Hamid
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (SUPPL 1) : 17 - 30
  • [36] Adaptive Representations for Video-based Face Recognition Across Pose
    Chen, Yi-Chen
    Patel, Vishal M.
    Chellappa, Rama
    Phillips, P. Jonathon
    2014 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2014, : 984 - 991
  • [37] Probabilistic Matching of Image Sets for Video-Based Face Recognition
    Wibowo, Moh Edi
    Tjondronegoro, Dian
    Chandran, Vinod
    2012 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING TECHNIQUES AND APPLICATIONS (DICTA), 2012,
  • [38] Video-based face tracking and recognition on updating twin GMMs
    Li, Jiangwei
    Wang, Yunhong
    ADVANCES IN BIOMETRICS, PROCEEDINGS, 2007, 4642 : 848 - +
  • [39] Multi-Eigenspace Learning for video-based face recognition
    Liu, Liang
    Wang, Yunhong
    Tan, Tieniu
    ADVANCES IN BIOMETRICS, PROCEEDINGS, 2007, 4642 : 181 - +
  • [40] Online appearance model learning for video-based face recognition
    Liu, Liang
    Wang, Yunhong
    Tan, Tieniu
    2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8, 2007, : 2912 - +
12345