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
  • [41] Spontaneous Facial Expression Recognition by Heterogeneous Convolutional Networks
    Peng, Xianlin
    Li, Lei
    Feng, Xiaoyi
    Fan, Jianping
    2017 INTERNATIONAL CONFERENCE ON THE FRONTIERS AND ADVANCES IN DATA SCIENCE (FADS), 2017, : 80 - 83
  • [42] A Facial Expression Recognition System Using Convolutional Networks
    Lopes, Andre Teixeira
    de Aguiar, Edilson
    Oliveira-Santos, Thiago
    2015 28TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, 2015, : 273 - 280
  • [43] Facial Expressions Recognition for Human-Robot Interaction Using Deep Convolutional Neural Networks with Rectified Adam Optimizer
    Melinte, Daniel Octavian
    Vladareanu, Luige
    SENSORS, 2020, 20 (08)
  • [44] Facial expression recognition with modular neural networks
    Franco, L
    Montagnini, A
    Treves, A
    ICCM - 2001: PROCEEDINGS OF THE 2001 FOURTH INTERNATIONAL CONFERENCE ON COGNITIVE MODELING, 2001, : 243 - 244
  • [45] Facial emotion recognition using convolutional neural networks (FERC)
    Ninad Mehendale
    SN Applied Sciences, 2020, 2
  • [46] Convolutional neural networks with balanced batches for facial expressions recognition
    Sonmez, Elena Battini
    Cangelosi, Angelo
    NINTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2016), 2017, 10341
  • [47] Facial emotion recognition using convolutional neural networks (FERC)
    Mehendale, Ninad
    SN APPLIED SCIENCES, 2020, 2 (03):
  • [48] CONTINUAL LEARNING ON FACIAL RECOGNITION USING CONVOLUTIONAL NEURAL NETWORKS
    Feng, Jingjing
    Gomez, Valentina
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2023, 85 (03): : 239 - 248
  • [49] Emotion recognition based on facial gestures and Convolutional Neural Networks
    Sanchez-Callejas, Francisco Emiliano
    Cruz-Albarran, Irving A.
    Morales-Hernandez, Luis A.
    2024 IEEE 3RD CONFERENCE ON INFORMATION TECHNOLOGY AND DATA SCIENCE, CITDS 2024, 2024, : 193 - 198
  • [50] CONTINUAL LEARNING ON FACIAL RECOGNITION USING CONVOLUTIONAL NEURAL NETWORKS
    Feng, Jingjing
    Gomez, Valentina
    UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2023, 85 (03): : 239 - 248
12345