A Fuzzy Interval Valued Fusion Technique for Multi-Modal 3D Face Recognition

被引:0
|
作者
Ramalingam, Soodamani [1 ]
Maheswari, Uma [2 ]
机构
[1] Univ Hertfordshire, Sch Engn & Technol, Hatfield AL10 9AB, Herts, England
[2] Kamaraj Coll Engn & Technol, Dept Math, Virudunagar, India
关键词
fuzzy interval MCDM; TOPSIS; 3D Face Recognition; Range Data; Disparity Maps; DECISION-MAKING;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper proposes a fuzzy interval valued multi-criteria decision making (MCDM) technique that aggregates information from multi-modal feature sets during decision making in a 3D face recognition system. In this paper, an interval valued fuzzy TOPSIS technique is applied to a 3D face recognition system that is benchmarked against a set of databases. Such a system is shown to be useful in decision making when the choice of alternatives of the feature sets is combinatorial and complex.
引用
收藏
页码:225 / 232
页数:8
相关论文
共 50 条
  • [31] Frustum FusionNet: Amodal 3D Object Detection with Multi-Modal Feature Fusion
    Zuo, Liangyu
    Li, Yaochen
    Han, Mengtao
    Li, Qiao
    Liu, Yuehu
    2021 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2021, : 2746 - 2751
  • [32] ObjectFusion: Multi-modal 3D Object Detection with Object-Centric Fusion
    Cai, Qi
    Pan, Yingwei
    Yao, Ting
    Ngo, Chong-Wah
    Mei, Tao
    2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023), 2023, : 18021 - 18030
  • [33] Enhancing 3D object detection through multi-modal fusion for cooperative perception
    Xia, Bin
    Zhou, Jun
    Kong, Fanyu
    You, Yuhe
    Yang, Jiarui
    Lin, Lin
    ALEXANDRIA ENGINEERING JOURNAL, 2024, 104 : 46 - 55
  • [34] A Multi-modal 2D+3D Face Recognition Method with a Novel Local Feature Descriptor
    Dai, Xu
    Yin, Shouyi
    Ouyang, Peng
    Liu, Leibo
    Wei, Shaojun
    2015 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2015, : 657 - 662
  • [35] Face Recognition using Multi-modal Binary Patterns
    Thanh Phuong Nguyen
    Ngoc-Son Vu
    Caplier, Alice
    2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012), 2012, : 2343 - 2346
  • [36] Research and Implementation of of Multi-modal Face Recognition Algorithm
    Ye Jihua
    Xia Guomiao
    Hu Dan
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 2086 - 2090
  • [37] OmniViewer: Multi-modal Monoscopic 3D DASH
    Gao, Zhenhuan
    Chen, Shannon
    Nahrstedt, Klara
    2015 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 2015, : 449 - 452
  • [38] Multi-Modal Streaming 3D Object Detection
    Abdelfattah, Mazen
    Yuan, Kaiwen
    Wang, Z. Jane
    Ward, Rabab
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (10) : 6163 - 6170
  • [39] MULTI-MODAL FEATURE FUSION FOR ACTION RECOGNITION IN RGB-D SEQUENCES
    Shahroudy, Amir
    Wang, Gang
    Ng, Tian-Tsong
    2014 6TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING (ISCCSP), 2014, : 73 - 76
  • [40] Multi-modal Feature Guided Detailed 3D Face Reconstruction from a Single Image
    Wang, Jingting
    Yu, Cuican
    Li, Huibin
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT II, 2024, 14426 : 356 - 368