KHOA TRÍ TUỆ NHÂN TẠO

Học viện Công nghệ Bưu chính Viễn thông

PhD. Vu Hoai Nam

Head of Applied Artificial Intelligence, Head of the YIRLoDT Lab

PhD. Vu Hoai Nam

PhD. Vu Hoai Nam completed his engineering program in Electronics and Telecommunications at Hanoi University of Science and Technology in 2013. He continued to complete his Master's degree in Computer Science at Chonnam National University, Korea in 2015. He then received his PhD in Computer Engineering at the Posts and Telecommunications Institute of Technology in 2024. With nearly 10 years of research and teaching, he has had many research works in the field of information technology.

Deep learning, Image processing, Computer vision
namvh@ptit.edu.vn

PhD. Vu Hoai Nam is a lecturer in the Artificial Intelligence Department at the Posts and Telecommunications Institute of Technology (PTIT)

Các nghiên cứu được công bố:

STT Tên bài báo Nhà xuất bản Năm
1 Driver Attention Tracking and Analysis arXiv preprint arXiv:2404.07122, 2024 2024
2 On the Combination of Multi-Input and Self-Attention for Sign Language Recognition. International Journal of Advanced Computer Science & Applications 15 (4), 2024 2024
3 Sign Language Recognition With Self-Learning Fusion Model IEEE Sensors Journal, 2023 2023
4 License Plate Recognition Based On Multi-Angle View Model arXiv preprint arXiv:2309.12972, 2023 2023
5 PHƯƠNG PHÁP TỔNG HỢP ĐẶC TRƯNG VÀ HỌC TƯƠNG PHẢN CHO BÀI TOÁN CHỐNG GIẢ MẠO KHUÔN MẶT Journal of Science and Technology on Information and Communications 1 (4 …, 2023 2023
6 Masked face recognition with convolutional neural networks and local binary patterns Applied Intelligence 52 (5), 5497-5512, 2022 2022
7 Integrative few-shot classification and segmentation for landslide detection IEEE Access 10, 120200-120212, 2022 2022
8 Multi-task learning neural networks for breath sound detection and classification in pervasive healthcare Pervasive and Mobile Computing 86, 101685, 2022 2022
9 Multistage real-time fire detection using convolutional neural networks and long short-term memory networks IEEE Access 9, 146667-146679, 2021 2021
10 Gesture recognition using wearable sensors with bi-long short-term memory convolutional neural networks IEEE Sensors Journal 21 (13), 15065-15079, 2021 2021
11 Landslide detection with unmanned aerial vehicles 2021 International Conference on Multimedia Analysis and Pattern Recognition …, 2021 2021
12 Investigation of Deep Learning Method for Fire Detection from Videos 2021 International Conference on Information and Communication Technology …, 2021 2021
13 A DỰ ĐOÁN GIÁ TRỊ CẢM BIẾN CHẤT LƯỢNG KHÔNG KHÍ SỬ DỤNG MẠNG NƠ RON TÍCH CHẬP MỘT CHIỀU VÀ MẠNG BỘ NHỚ DÀI NGẮN HẠN: Array Journal of Science and Technology on Information and Communications 1 (4 …, 2021 2021
14 Detecting and tracking sinkholes using multi-level convolutional neural networks and data association IEEE Access 8, 132625-132641, 2020 2020
15 Multi-task Learning based Voice Verification with Triplet Loss 2020 International Conference on Multimedia Analysis and Pattern Recognition …, 2020 2020
16 Nhận dạng ngôn ngữ ký hiệu Tiếng Việt trong Video bằng LSTM và I3D đa khối: Array Journal of Science and Technology on Information and Communications 1 (3 …, 2020 2020
17 Sinkhole detection by deep learning and data association 2019 Eleventh International Conference on Ubiquitous and Future Networks …, 2019 2019
18 e-Breath: breath detection and monitoring using frequency cepstral feature fusion 2019 International Conference on Multimedia Analysis and Pattern Recognition …, 2019 2019
19 An improvement of traffic incident recognition by deep convolutional neural network Int J Innov Technol Explor Eng (IJITEE) 8 (1), 10-14, 2018 2018
20 Deep Learning for Human Visual Attention Recognition Using Transfer Learning 2018 International Conference on Advanced Technologies for Communications …, 2018 2018
21 Traffic Incident Recognition Using Empirical Deep Convolutional Neural Networks Model Context-Aware Systems and Applications, and Nature of Computation and …, 2017 2017
22 Extraction of Text Regions from Complex Background in Document Images by Multilevel Clustering International Journal of Networked and Distributed Computing 4 (1), 11-21, 2016 2016
23 Automatic extraction of text regions from document images by multilevel thresholding and k-means clustering 2015 IEEE/ACIS 14th International Conference on Computer and Information …, 2015 2015
24 Correction of text character skeleton for effective trajectory recovery International Journal of Contents 11 (3), 7-13, 2015 2015
25 Combination of LAG Model, Graph Model and Set Model for Music Score Recognition The 3rd International Conference on Smart Media and Applications, 215-219, 2014 2014