Harisu Abdullahi Shehu

Harisu Abdullahi Shehu profile picture

PhD Student
School of Engineering and Computer Science

Thesis Info

Research Interests: Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning, Natural Language Processing
Thesis Title: Emotion Detection and its Effect on Decision-making
Supervisor: Prof Will Browne, A/Prof Hedwig Eisenbarth (Psychology)

 

My main research is on Emotion Detection from patterns of facial movement and physiological changes.

Publications
  • Shehu, H. A., Browne, W., & Eisenbarth, H., (2021) "An Out-of-distribution Attack Resistance Approach to Emotion Categorization," 2021 IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2021.3105371
  • Shehu, H. A., Browne, W., & Eisenbarth, H., "Particle Swarm Optimization for Feature Selection in Emotion Categorization," 2021 IEEE Congress on Evolutionary Computation (CEC), 2021, pp. 752-759, doi: 10.1109/CEC45853.2021.9504986.
  • Shehu H.A., Siddique A., Browne W.N., Eisenbarth H. (2021) Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images. In: Castillo P.A., Jiménez Laredo J.L. (eds) Applications of Evolutionary Computation. EvoApplications 2021. Lecture Notes in Computer Science, vol 12694. Springer, Cham. https://doi.org/10.1007/978-3-030-72699-7_30
  • Shehu, H. A. , Browne, W., & Eisenbarth, H. An Adversarial Attacks Resistance-based Approach to Emotion Recognition from Images using Facial Landmarks. In 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) (pp. 1307-1314). IEEE. https://doi.org/10.1109/RO-MAN47096.2020.9223510
  • Shehu H.A., Browne W., & Eisenbarth H. (2020) Emotion Categorization from Video-Frame Images Using a Novel Sequential Voting Technique. In: Bebis G. et al. (eds) Advances in Visual Computing. ISVC 2020. Lecture Notes in Computer Science, vol 12510. Springer, Cham. https://doi.org/10.1007/978-3-030-64559-5_49
Published Abstracts
  • Shehu, H. A., Oxner, M., Gastrell, T., Walsh, A., Browne, N. W., Xue, B., & Eisenbarth, H., "Moment-by-moment Prediction of Emotional Arousal and Physiological Responses", 2021 Australasian Neuroscience Conference.
More of my publications can be found on Google Scholar

Links You can read more about me on my homepage