Appreciation of Customer Satisfaction Through Analysis Facial Expressions and Emotions Recognition

被引:8
|
作者
Bouzakraoui, Moulay Smail [1 ]
Sadiq, Abdelalim [1 ]
Alaoui, Abdessamad Youssfi [2 ]
机构
[1] Ibn Tofail Univ, Fac Sci, Dept Informat, Kenitra, Morocco
[2] Mohammed V Univ, Natl Sch Comp Sci & Syst Anal, Rabat, Morocco
关键词
Facial expression; customer emotion; face detection; customer behavir; Emotion recognition;
D O I
10.1109/icocs.2019.8930761
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This article presents the modelling of a system that aims to predict the satisfaction of a customer through his emotions. This system must predict customer's behavior in the decision-making process. For this end, first we extract geometric features form customer's emotional faces, captured from local camera placed near the products. Then, to predict customer satisfaction, we have classified these features using adapted SVM classifier. The kinds of customer's satisfaction are satisfied, not satisfied and neutral. Our system shows a good performance, testing it on the JAFFE dataset.
引用
收藏
页码:230 / 234
页数:5
相关论文
共 50 条
  • [1] Real time emotions recognition through facial expressions
    Fida, Alisha
    Umer, Muhammad
    Saidani, Oumaima
    Hamdi, Monia
    Alnowaiser, Khaled
    Bisogni, Carmen
    Abate, Andrea F.
    Ashraf, Imran
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023,
  • [2] Automatic Recognition of Emotions from Facial Expressions
    Xue, Henry
    Gertner, Izidor
    AUTOMATIC TARGET RECOGNITION XXIV, 2014, 9090
  • [3] Multimodal Recognition of Emotions in Music and Facial Expressions
    Proverbio, Alice Mado
    Camporeale, Elisa
    Brusa, Alessandra
    FRONTIERS IN HUMAN NEUROSCIENCE, 2020, 14
  • [4] THE RECOGNITION OF ADULTS AND CHILDRENS FACIAL EXPRESSIONS OF EMOTIONS
    TREMBLAY, C
    KIROUAC, G
    DORE, FY
    JOURNAL OF PSYCHOLOGY, 1987, 121 (04): : 341 - 350
  • [5] Recognition of facial expressions of emotions in MTLE: Analysis of 122 consecutive patients
    Meletti, S
    Benuzzi, F
    Alessandria, M
    Calandra-Buonaura, G
    Rubboli, G
    Vedovello, M
    Tinuper, P
    Nichelli, PF
    Tassinari, CA
    EPILEPSIA, 2005, 46 : 58 - 59
  • [6] Real Time Customer Satisfaction Analysis using Facial Expressions and Headpose Estimation
    Nethravathi, P. S.
    Anwar, Soofi
    Koti, Manjula Sanjay
    Babu, Gayathri J.
    Taramol, K. G.
    Thinakaran, Rajermani
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (10) : 231 - 238
  • [7] Understanding of facial expressions by the hierarchical recognition of genuine emotions
    Dai, Ying
    Shibata, Yoshitaka
    Cai, Dawei
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2005, 1 (02): : 203 - 214
  • [8] Cultural differences in recognition of subdued facial expressions of emotions
    Fang Zhang
    Maria Parmley
    XiaoAn Wan
    Sarah Cavanagh
    Motivation and Emotion, 2015, 39 : 309 - 319
  • [9] Impact of Childhood Maltreatment on the Recognition of Facial Expressions of Emotions
    Ardizzi, Martina
    Martini, Francesca
    Umilta, Maria Alessandra
    Evangelista, Valentina
    Ravera, Roberto
    Gallese, Vittorio
    PLOS ONE, 2015, 10 (10):
  • [10] Recognition of Facial Expressions of Negative Emotions in Romantic Relationships
    Yoo, Seung Hee
    Noyes, Sarah E.
    JOURNAL OF NONVERBAL BEHAVIOR, 2016, 40 (01) : 1 - 12