Dr Dung Nguyen
Machine Learning and Data Processing Specialist
Data Science Collaborative Research Platform
- PhD in Computer Vision from Queensland University of Technology (QUT)
- Skilled in deep learning and machine learning
- Experienced with multimodal data: audio, image, video, and text
- Developed innovative solutions for medical, ecological, and agricultural applications
- Dedicated to advancing AI through research and practical implementation
Journal Articles
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, 83 (8), 22455-22472. 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
Nguyen, Thanh Thi, Abdelrazek, Mohamed, Nguyen, Dung Tien, Aryal, Sunil, Nguyen, Duc Thanh, Reddy, Sandeep, Nguyen, Quoc Viet Hung, Khatami, Amin, Nguyen, Thanh Tam, Hsu, Edbert B and Yang, Samuel (2022). Origin of novel coronavirus causing COVID-19: a computational biology study using artificial intelligence. Machine Learning With Applications, 9 100328, 1-12. doi: 10.1016/j.mlwa.2022.100328
Nguyen, Dung, Nguyen, Duc Thanh, Zeng, Rui, Nguyen, Thanh Thi, Tran, Son N., Nguyen, Thin, Sridharan, Sridha and Fookes, Clinton (2022). Deep auto-encoders with sequential learning for multimodal dimensional emotion recognition. IEEE Transactions On Multimedia, 24, 1313-1324. doi: 10.1109/tmm.2021.3063612
Thanh Thi Nguyen, , Pathirana, Pubudu N., Thin Nguyen, , Quoc Viet Hung Nguyen, , Bhatti, Asim, Nguyen, Dinh C., Dung Tien Nguyen, , Ngoc Duy Nguyen, , Creighton, Douglas and Abdelrazek, Mohamed (2021). Genomic mutations and changes in protein secondary structure and solvent accessibility of SARS-CoV-2 (COVID-19 virus). Scientific Reports, 11 (1) 3487, 1-16. doi: 10.1038/s41598-021-83105-3
Tran, Son N., Dung Nguyen, , Tung-Son Ngo, , Vu, Xuan-Son, Long Hoang, , Zhang, Qing and Karunanithi, Mohan (2019). On multi-resident activity recognition in ambient smart-homes. Artificial Intelligence Review, 53 (6), 3929-3945. doi: 10.1007/s10462-019-09783-8
Nguyen, Dung, Nguyen, Kien, Sridharan, Sridha, Dean, David and Fookes, Clinton (2018). Deep spatio-temporal feature fusion with compact bilinear pooling for multimodal emotion recognition. Computer Vision and Image Understanding, 174, 33-42. doi: 10.1016/j.cviu.2018.06.005
Conference Papers
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