Exploring optimizer efficiency for facial expression recognition with convolutional neural networks

被引:0
|
作者
Madni, Syed Hamid Hussain [1 ]
A/L Pathmanatan, Lokessh [2 ]
Faheem, Muhammad [3 ,4 ]
Shahzad, Hafiz Muhammad Faisal [5 ]
Shah, Sajid [2 ]
机构
[1] School of Electronics and Computer Science, University of Southampton Malaysia, Johor, Malaysia
[2] Faculty of Computing, Universiti Teknologi Malaysia, Johor, Skudai, Malaysia
[3] School of Technology and Innovations, University of Vaasa, Vaasa, Finland
[4] VTT Technical Research Centre of Finland Ltd., Espoo, Finland
[5] Department of Computer Science, University of Sargodha, Sargodha, Pakistan
来源
Journal of Engineering | / 2025卷 / 01期
关键词
1101.2; -; 1101.2.1; 1202.1;
D O I
e70060
中图分类号
学科分类号
摘要
88
引用
收藏
相关论文
共 50 条
  • [31] Facial Expression Recognition Based on Convolutional Neural Network
    Zhou Yue
    Feng Yanyan
    Zeng Shangyou
    Pan Bing
    PROCEEDINGS OF 2019 IEEE 10TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2019), 2019, : 410 - 413
  • [32] A Novel Convolutional Neural Network for Facial Expression Recognition
    Li, Jing
    Mi, Yang
    Yu, Jiahui
    Ju, Zhaojie
    COGNITIVE SYSTEMS AND SIGNAL PROCESSING, PT II, 2019, 1006 : 310 - 320
  • [33] Deep Convolutional Neural Network for Facial Expression Recognition
    Zhai, Yikui
    Liu, Jian
    Zeng, Junying
    Piuri, Vincenzo
    Scotti, Fabio
    Ying, Zilu
    Xu, Ying
    Gan, Junying
    IMAGE AND GRAPHICS (ICIG 2017), PT I, 2017, 10666 : 211 - 223
  • [34] Facial Expression Recognition Using Convolutional Neural Network
    Gan, Yijun
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON VISION, IMAGE AND SIGNAL PROCESSING (ICVISP 2018), 2018,
  • [35] Probabilistic Attribute Tree Structured Convolutional Neural Networks for Facial Expression Recognition in the Wild
    Cai, Jie
    Meng, Zibo
    Khan, Ahmed Shehab
    Li, Zhiyuan
    O'Reilly, James
    Tong, Yan
    IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 14 (03) : 1927 - 1941
  • [36] FERDCNN: an efficient method for facial expression recognition through deep convolutional neural networks
    Rashad, Metwally
    Alebiary, Doaa
    Aldawsari, Mohammed
    Elsawy, Ahmed
    AbuEl-Atta, Ahmed H.
    PeerJ Computer Science, 2024, 10
  • [37] FERDCNN: an efficient method for facial expression recognition through deep convolutional neural networks
    Rashad, Metwally
    Alebiary, Doaa
    Aldawsari, Mohammed
    Elsawy, Ahmed
    AbuEl-Atta, Ahmed H.
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [38] FPGA Platform applied for Facial Expression Recognition System using Convolutional Neural Networks
    Hanh Phan-Xuan
    Thuong Le-Tien
    Sy Nguyen-Tan
    10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS, 2019, 151 : 651 - 658
  • [39] Head-pose invariant facial expression recognition using convolutional neural networks
    Fasel, B
    FOURTH IEEE INTERNATIONAL CONFERENCE ON MULTIMODAL INTERFACES, PROCEEDINGS, 2002, : 529 - 534
  • [40] Facial Expression Recognition With Multiscale Graph Convolutional Networks
    Rao, Tianrong
    Li, Jie
    Wang, Xiaoyu
    Sun, Yibo
    Chen, Hong
    IEEE MULTIMEDIA, 2021, 28 (02) : 11 - 19