Qualifications
2008. Engineer degree of science and technology, Hanoi University of Science and Technology, Vietnam.
2014. Ph.D. in Computer Science, IRIT laboratory, Institut National Polytechnique de Toulouse, France.
Research interests
Computer vision, machine learning, high performance computing, cloud management systems and mobile platforms.
Publications
- Chi Cuong Nguyen, Giang Son Tran, Van Thi Nguyen, Jean-Christophe Burie, Thi Phuong Nghiem, “Pulmonary Nodule Detection based on Faster R-CNN with Adaptive Anchor Box”, in IEEE Access, 2021.
- Giang Son Tran, Kieu Quoc Viet, Thi Phuong Nghiem, “Convolutional Neural Network for Classification of Skin Cancer Images”, in the book series “Machine Learning and Deep Learning Techniques for Medical Science”, CRC Press | Taylor & Francis Group, USA, 2022.
- Huy Duc Le, Giang Son Tran, “Free-size accelerated Kuwahara filter,” in Journal of Real-Time Image Processing, 2021.
- B. Teabe, A. Kocharya, B. Ekane, Giang Son Tran, A. Hrach and D. Hagimont, “A remote memory sharing system for virtualized computing infrastructures,” in IEEE Transactions on Cloud Computing, 2020.
- Giang Son Tran, Thi Phuong Nghiem and Jean-Christophe Burie, “Fast parallel blur detection on GPU,” in Journal of Real-Time Image Processing, vol. 17, no. 4, pp. 903-913, 2020.
- Giang Son Tran, Thi Phuong Nghiem, Van Thi Nguyen, Chi Mai Luong and Jean-Christophe Burie, “Improving Accuracy of Lung Nodule Classification Using Deep Learning with Focal Loss,” in Journal of HealthCare Engineering, vol. 2019, article ID 5156416, 9 pages.
- Wapet, Lavoisier, Alain Tchana, Giang Son Tran, and Daniel Hagimont. “Preventing the propagation of a new kind of illegitimate apps,” in Future Generation Computer Systems, the International Journal of Grid Computing and eSciences, vol. 94, pp. 368-380, 2019.