D

MSc. Dung Nguyen

PhD Student
nguyendung@hueuni.edu.vn
Hướng nghiên cứuResearch Interests

Object detection, Transformer, Real-time detection systems, UAV imagery

Công trìnhPublications
13 total
2026
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le ·
A Lightweight Multi-Scale Attention Model for Small Object Detection in UAV Imagery
IEEE Access SCIE Q1 [PDF]
Dung Nguyen · Van-Dung Hoang · Tuong-Lan Le-Van ·
Towards enhancing learning on imbalanced data: A novel adaptive weighting strategy
Neurocomputing SCIE Q1 [PDF]
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le · Hien D Nguyen ·
Enhancing Feature Extraction based on Hierarchical Vision Transformer for Natural Enemy Recognition
Vietnam Journal of Computer Science WoS Q3 [PDF]
2025
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le ·
Applying Deep Learning Models for Weapon Detection in Public Environments Through Serveillance Cameras
Journal on Information Technologies & Communications
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le ·
A Lightweight Transformer Model for Real-Time Object Detection on Edge Devices in Surveillance Camera Systems
Asian Conference on Intelligent Information and Database Systems WoS
Dung Nguyen · Van-Dung Hoang · Tri-Cong Pham · Quang-Khai Tran · Chi-Mai Luong · others ·
A Real-Time Object Detection and Tracking Framework Based on RT-DETR and DeepSORT
2025 17th International Conference on Human System Interaction (HSI) WoS
Doan-Hieu Tran · Van-Dung Hoang · Dung Nguyen · Thanh-An Pham · Van-Tuong-Lan Le ·
A Survey on Vehicle Damage Detection using Deep Learning Towards Intelligent Insurance
2025 17th International Conference on Human System Interaction (HSI) WoS
Dung Nguyen · Van-Dung Hoang · others ·
Evaluation of the effectiveness of modern object detection models on spatial image data
Hue University Journal of Science: Techniques and Technology
Dung Nguyen · Van-Dung Hoang · Truong Doan · Hoai-Nam Dinh ·
Traffic Sign Detection in Vietnam: An Experimental Study
Scopus
2024
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le ·
V-detr: Pure transformer for end-to-end object detection
WoS
Dung Nguyen · Van-Dung Hoang · Ba-Duy Nguyen · Van-Tuong-Lan Le ·
Transformer with mlp-like approach for improving object detection efficiency
Scopus
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le · Ngoc-Thuy Nguyen ·
Improvement of small object detection effectiveness based on swin transformer
WoS
Dung Nguyen · Van-Dung Hoang · Van-Tuong-Lan Le ·
Enhancing Transformer-Based Object Detection Model for Aerial Images
WoS