Hend Abdelhamed Mohamed Ellaban

@du.edu.eg

Faculty of Specific Education / Computer Department
Damietta University

Hend Abdelhamed Mohamed Ellaban


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https://researchid.co/hendellaban

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science, Artificial Intelligence, Computer Vision and Pattern Recognition, Education
1

Scopus Publications

45

Scholar Citations

2

Scholar h-index

2

Scholar i10-index

Scopus Publications

  • Features Selection for Facial Expression Recognition
    Ahmed A. Ewees, Hend A. ElLaban, Rania M. ElEraky
    2019 10th International Conference on Computing Communication and Networking Technologies Icccnt 2019, 2019
    Facial expressions play a main role in determining the internal impressions of the human. Therefore, dealing with these expressions by machine learning attract the attention of many researches. However, the large number of extracted features of faces is a hard task in this process due to the numbers of irrelative and repeated features among them. This paper tries to decrease the extracted feature of facial expression images by deleting repeated features to increase the performance and decrease the computation time of the recognition task. Therefore, in this paper, a dataset of students' facial expression is used, and the binary Sine-Cosine Algorithm (SCA) is applied to select the most relative features. The experiment results showed that, the SCA reduced the features number by 87% as well as it achieved the high accuracy results and outperformed all other methods.

RECENT SCHOLAR PUBLICATIONS

  • Develop an Automatic System based on Object Recognition Techniques for Predicting Visual Sentiments from Social Network Images
    H Ellaban, E AbdElrazek, A El-Harby, D Hawa
    المجلة العلمية لكلية التربية النوعية جامعة دمياط 2023 (8), 92-118 , 2023 ‎
    2023
  • Features selection for facial expression recognition
    AA Ewees, HA ElLaban, RM ElEraky
    2019 10th International Conference on Computing, Communication and … , 2019
    2019
    Citations: 22
  • A real-time system for facial expression recognition using support vector machines and k-nearest neighbor classifier
    HA ELLaban, AA Ewees, EE AbdElrazek
    International Journal of Computer Applications 159 (8), 23-29 , 2017
    2017
    Citations: 23

MOST CITED SCHOLAR PUBLICATIONS

  • A real-time system for facial expression recognition using support vector machines and k-nearest neighbor classifier
    HA ELLaban, AA Ewees, EE AbdElrazek
    International Journal of Computer Applications 159 (8), 23-29 , 2017
    2017
    Citations: 23
  • Features selection for facial expression recognition
    AA Ewees, HA ElLaban, RM ElEraky
    2019 10th International Conference on Computing, Communication and … , 2019
    2019
    Citations: 22
  • Develop an Automatic System based on Object Recognition Techniques for Predicting Visual Sentiments from Social Network Images
    H Ellaban, E AbdElrazek, A El-Harby, D Hawa
    المجلة العلمية لكلية التربية النوعية جامعة دمياط 2023 (8), 92-118 , 2023 ‎
    2023