Publications

An updated list of publications can be found in my Google Scholar profile.

2023

  1. Joint Modelling of Audio-visual Cues Using Attention Mechanism for Emotion Recognition
    Esam Ghaleb, Jan Niehues, and Stylianos Asteriadis
    Multimedia Tools and Applications 2023

2022

  1. Dynamic Temperature Scaling in Contrastive Self-supervised Learning for Sensor-based Human Activity Recognition
    Bulat Khaertdinov, Stylianos Asteriadis, and Esam Ghaleb
    IEEE Transactions on Biometrics, Behavior, and Identity Science 2022

2021

  1. Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks
    Esam Ghaleb, André Mertens, Stylianos Asteriadis, and 1 more author
    In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) 2021
  2. Bimodal emotion recognition through audio-visual cues
    Esam Ghaleb
    2021
  3. Explainable and Interpretable Features of Emotion in Human Body Expressions
    André Mertens, Esam Ghaleb, and Stylianos Asteriadis
    In BNAIC/BeneLearn 2021 2021
  4. Contrastive Self-supervised Learning for Sensor-based Human Activity Recognition
    Bulat Khaertdinov, Esam Ghaleb, and Stylianos Asteriadis
    In 2021 IEEE International Joint Conference on Biometrics (IJCB) 2021
  5. Deep Triplet Networks with Attention for Sensor-based Human Activity Recognition
    Bulat Khaertdinov, Esam Ghaleb, and  others
    In 2021 IEEE International Conference on Pervasive Computing and Communications (PerCom) Mar 2021

2020

  1. BNAIC20
    Deep, dimensional and multimodal emotion recognition using attention mechanisms
    Jan Lucas, Esam Ghaleb, and Stylianos Asteriadis
    In BNAIC/BeneLearn 2020 Mar 2020
  2. Multimodal Attention-Mechanism For Temporal Emotion Recognition
    Esam Ghaleb, Jan Niehues, and Stylianos Asteriadis
    In 2020 IEEE International Conference on Image Processing (ICIP) Mar 2020
  3. Temporal triplet mining for personality recognition
    Dario Dotti, Esam Ghaleb, and Stylianos Asteriadis
    In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) Mar 2020

2019

  1. Multimodal and temporal perception of audio-visual cues for emotion recognition
    Esam Ghaleb, Mirela Popa, and Stylianos Asteriadis
    In 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) Mar 2019
  2. Metric learning-based multimodal audio-visual emotion recognition
    Esam Ghaleb, Mirela Popa, and Stylianos Asteriadis
    Ieee Multimedia Mar 2019
  3. Exploiting sensing devices availability in AR/VR deployments to foster engagement
    Nicholas Vretos, Petros Daras, Stylianos Asteriadis, and 7 more authors
    Virtual Reality Mar 2019

2018

  1. Towards Affect Recognition through Interactions with Learning Materials
    Esam Ghaleb, Mirela Popa, Enrique Hortal, and 2 more authors
    In Machine Learning and Applications (ICMLA), 2018 17th International Conference on Mar 2018
  2. DEEP REPRESENTATION AND SCORE NORMALIZATION FOR FACE RECOGNITION UNDER MISMATCHED CONDITIONS
    Esam Ghaleb, Gokhan Ozbulak, Hua Gao, and 1 more author
    Mar 2018

2017

  1. High-performance and lightweight real-time deep face emotion recognition
    Justus Schwan, Esam Ghaleb, Enrique Hortal, and 1 more author
    In Semantic and Social Media Adaptation and Personalization (SMAP), 2017 12th International Workshop on Mar 2017
  2. Multimodal fusion based on information gain for emotion recognition in the wild
    Esam Ghaleb, Mirela Popa, Enrique Hortal, and 1 more author
    In Intelligent Systems Conference (IntelliSys), 2017 Mar 2017

2015

  1. Accio: A data set for face track retrieval in movies across age
    Esam Ghaleb, Makarand Tapaswi, Ziad Al-Halah, and 2 more authors
    In Proceedings of the 5th ACM on International Conference on Multimedia Retrieval Mar 2015

2014

  1. A Face Recognition Based Multiplayer Mobile Game Application
    Ugur Demir, Esam Ghaleb, and Hazım Kemal Ekenel
    In IFIP International Conference on Artificial Intelligence Applications and Innovations Mar 2014
  2. An energy efficient routing technique and implementation in WSNs
    Abdullah Aydeger, Esam Ghaleb, and Sema Oktug
    In Signal Processing and Communications Applications Conference (SIU), 2014 22nd Mar 2014