Mr Dung Nguyen Tien

Research Fellow

Centre for Crop Science
Queensland Alliance for Agriculture and Food Innovation

Overview

Qualifications

  • Doctor of Philosophy, Queensland University of Technology

Publications

  • Nguyen, Dung, Nguyen, Duc Thanh, Sridharan, Sridha, Abdelrazek, Mohamed, Denman, Simon, Tran, Son N., Zeng, Rui and Fookes, Clinton (2023). Deep cross-domain transfer for emotion recognition via joint learning. Multimedia Tools and Applications. doi: 10.1007/s11042-023-15441-7

  • Nguyen, Dung, Nguyen, Duc Thanh, Sridharan, Sridha, Denman, Simon, Nguyen, Thanh Thi, Dean, David and Fookes, Clinton (2023). Meta-transfer learning for emotion recognition. Neural Computing and Applications, 35 (14), 1-15. doi: 10.1007/s00521-023-08248-y

  • Nguyen, Thanh Thi , Nguyen, Quoc Viet Hung, Nguyen, Dung Tien, Nguyen, Duc Thanh, Huynh-The, Thien, Nahavandi, Saeid, Nguyen, Thanh Tam, Pham, Quoc-Viet and Nguyen, Cuong M. (2022). Deep learning for deepfakes creation and detection: a survey. Computer Vision and Image Understanding, 223 103525, 1-14. doi: 10.1016/j.cviu.2022.103525

View all Publications

Publications

Journal Article

Conference Publication

  • Nguyen, Dung, Zhao, Yan, Zhang, Yifan, Huynh, Anh Ngoc-Lan, Roosta, Fred, Hammer, Graeme, Chapman, Scott and Potgieter, Andries (2022). Crop type prediction utilising a long short-term memory with a self-attention for winter crops in Australia. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 17-22 July 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IGARSS46834.2022.9883737

  • Nguyen, Dung, Nguyen, Kien, Sridharan, Sridha, Abbasnejad, Iman, Dean, David and Fookes, Clinton (2018). Meta transfer learning for facial emotion recognition. 24th International Conference on Pattern Recognition (ICPR), Beijing, China, 20-24 August 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPR.2018.8545411

  • Nguyen, Dung, Nguyen, Kien, Sridharan, Sridha, Abbasnejad, Iman, Dean, David and Fookes, Clinton (2018). Meta transfer learning for facial emotion recognition. 2018 24th International Conference on Pattern Recognition (ICPR), Beijing, China, 20-24 August 2018. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icpr.2018.8545411

  • Abbasnejad, Iman, Sridharan, Sridha, Dung Nguyen, , Denman, Simon, Fookes, Clinton and Lucey, Simon (2018). Using synthetic data to improve facial expression analysis with 3D convolutional networks. 16th IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 22-29 October 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iccvw.2017.189

  • Ghasemi, Afsaneh, Baktashmotlagh, Mahsa, Denman, Simon, Sridharan, Sridha, Tien, Dung Nguyen and Fookes, Clinton (2017). Deep discovery of facial motions using a shallow embedding layer. 2017 IEEE International Conference on Image Processing (ICIP), Beijing, China, 17-20 September 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/icip.2017.8296545

  • Nguyen, Dung, Nguyen, Kien, Sridharan, Sridha, Ghasemi, Afsane, Dean, David and Fookes, Clinton (2017). Deep spatio-temporal features for multimodal emotion recognition. 17th IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA United States, 24-31 March 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv.2017.140

  • Nguyen, Dung Tien, Nguyen, Huu Hiep Hai and Le, Thanh Ha (2014). Trademark image retrieval based on scale, rotation, translation invariant features. IEEE RIVF International Conference on Computing and Communication Technologies - Research, Innovation, and Vision for the Future (RIVF), Hanoi, Vietnam, 10-13 November 2013. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/RIVF.2013.6719908