My main research interests are in the areas of Machine Learning, Deep Learning and Natural Language Processing. I received my PhD advised by Mark Dras in the field of Computer Science from the Department of Computing, Faculty of Science and Engineering, Macquarie University, Sydney, NSW, Australia.

• 
  Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection
  Omid Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain
  Computer Vision and Image Understanding (CVIU), (2021): 103257.

  ABSTRACT PDF CODE

• 
  Image Captioning using Facial Expression and Attention
  Omid Nezami, Mark Dras, Stephen Wan, and Cecile Paris
  Journal of Artificial Intelligence Research (JAIR), 68 (2020): 661-689.

  ABSTRACT PDF

• 
  Towards Generating Stylized Image Captions via Adversarial Training
  Omid Nezami, Mark Dras, Stephen Wan, Cecile Paris, and Len Hamey
  Proceedings of the 2019 Pacific Rim International Conference on Artificial Intelligence (PRICAI 2019), Cuvu, Fiji.

  ABSTRACT PDF

• 
  Automatic Recognition of Student Engagement using Deep Learning and Facial Expression
  Omid Nezami, Mark Dras, Len Hamey, Deborah Richards, Stephen Wan, and Cecile Paris
  Proceedings of the 2019 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019), Wuerzburg, Germany.

  ABSTRACT PDF CODE

• 
  ShEMO: A Large-Scale Validated Database for Persian Speech Emotion Detection
  Omid Nezami, Paria Jamshid Lou, and Mansoureh Karami
  Language Resources and Evaluation, 53.1 (2019): 1-16.

  ABSTRACT PDF DATA



• 
  Face-Cap: Image Captioning using Facial Expression Analysis
  Omid Nezami, Mark Dras, Peter Anderson, and Len Hamey
  Proceedings of the 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018), Dublin, Ireland.

  ABSTRACT PDF DATA

• omid.mohamadnezami (at) mq (dot) edu (dot) au
• 4 Research Park Drive (also known as the BD building), Macquarie University, NSW 2109, Australia.