Tiểu sửBiography
Associate Professor at Faculty of Computer Science, HCMUTE. Research focuses on computer vision, deep learning, and intelligent systems for healthcare and autonomous vehicles.
Hướng nghiên cứuResearch Interests
Machine learning, Image information and vision technology, Deep learning, Object detection, Medical image analysis, Autonomous vehicles
Công trìnhPublications
138 total
2026
Thanh Tuan Nguyen ·
Hoang Anh Pham ·
Thanh Phuong Nguyen ·
Thinh Vinh Le ·
Hoai Nam Vu ·
Van-Dung Hoang ·
Lightweight moment-residual-coherent patterns for image recognition
2025
Van-Dung Hoang ·
Nhan T Huynh ·
Nguyen Tran ·
Khanh Le ·
Thi-Minh-Chau Le ·
Ali Selamat ·
Hien D Nguyen ·
Powering AI-driven car damage identification based on VeHIDE dataset
Journal of Information and Telecommunication
WoS
Applying Deep Learning Models for Weapon Detection in Public Environments Through Serveillance Cameras
Journal on Information Technologies & Communications
CerMixer: an efficient model for cervical cancer classification based on patching and multi-scale depthwise convolutional fusion
Asian Conference on Intelligent Information and Database Systems
WoS
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
Enhancing Action Recognition Using 3D Skeleton Reconstruction: Integrating MotioNet with AcTv2
Asian Conference on Intelligent Information and Database Systems
WoS
Predicting occluded skeletal joints via tracking-based feature extraction
Neurocomputing
SCIE
Minh-Trieu Truong ·
Van-Dung Hoang ·
Skeleton-based multi-person action recognition towards real-world violence detection
Engineering Applications of Artificial Intelligence
SCIE
Anh-Tu Phuong Nguyen ·
Duc-Khai Duong ·
Van-Dung Hoang ·
others ·
Sentiment Prediction Based on Deep Learning for Intelligent E-Learning Systems
Journal of Technical Education Science
4
Hai-Duong Le ·
Van-Dung Hoang ·
others ·
Enhancing Accuracy in Classification Models for Skin Disease Diagnosis Based on Segformer and ConvNeXt Approach
Journal of Technical Education Science
4
Cuu-Duong Dang ·
Van-Dung Hoang ·
others ·
Hybrid Ensemble and Deep Learning Models for Improving Diabetes Prediction
WoS
Trung-Phien Nguyen ·
Mai-Hieu Hoang ·
Minh-Luan Su ·
Van-Dung Hoang ·
Xuan-Huy Dinh ·
TameMini-GS: A Hybrid Approach for Efficient and Compact 3D Gaussian Splatting
2025 International Workshop on Intelligent Systems (IWIS)
WoS [PDF]
WDCViT: Enhancing Monkeypox Prediction via Lightweight Vision Transformer with Window Attention and Dilated Convolutions
2025 17th International Conference on Human System Interaction (HSI)
WoS
A Real-Time Object Detection and Tracking Framework Based on RT-DETR and DeepSORT
2025 17th International Conference on Human System Interaction (HSI)
WoS
A Survey on Vehicle Damage Detection using Deep Learning Towards Intelligent Insurance
2025 17th International Conference on Human System Interaction (HSI)
WoS
Enhancing Coffee Leaf Disease Classification via Active Learning and Diverse Sample Selection
IEEE Access
SCIE Q1
Evaluation of the effectiveness of modern object detection models on spatial image data
Hue University Journal of Science: Techniques and Technology
2024
Anh-Tu Phuong Nguyen ·
Van-Dung Hoang ·
others ·
Development of code evaluation system based on abstract syntax tree
Journal of Technical Education Science
4
Chest X-ray image classification using transfer learning and hyperparameter customization for lung disease diagnosis
Journal of Information and Telecommunication
WoS Q2
Minh-Trieu Truong ·
Van-Dung Hoang ·
Thi-Minh-Chau Le ·
Skeleton-based posture estimation for human action recognition using deep learning
WoS
Trung-Phien Nguyen ·
Van-Dung Hoang ·
Minh-Luan Su ·
Thi-Nhat-Vy Nguyen ·
Trong-Tri Bui ·
Ba-Duy Nguyen ·
Improving Skin Lesion Classification based on Fusion Multi-Learning Models
WoS
2023
Van-Dung Hoang ·
others ·
Insulator Detection in Intelligent Monitoring Based on Yolo Family and Customizing Hyperparameters
Journal of Technical Education Science
4
Combination of deep learning and ambiguity rejection for improving Image-Based Disease diagnosis
WoS
Categorical weighting domination for imbalanced classification with skin cancer in intelligent healthcare systems
IEEE access
SCIE
Xuan-Khoa Thai-Hoang ·
Van-Dung Hoang ·
Enhancing brain tumor classification through customization of the vision transformer learning
WoS
Nhan T Huynh ·
Nguyen ND Tran ·
Anh T Huynh ·
Van-Dung Hoang ·
Hien D Nguyen ·
VehiDE Dataset: New dataset for Automatic vehicle damage detection in Car insurance
WoS
Dong-Ho Le Hoang ·
Van-Dung Hoang ·
Application of Classification Methods in Forecasting Broadband Internet Subscribers Leaving the Network
International Journal of Machine Learning
SCIE
2022
MT Nguyen ·
AT Nguyen ·
Van-Dung Hoang ·
DD Lam ·
A feature extraction method for automatic identification of flying targets from radar data
Scopus
Pedestrian head detection and tracking via global vision transformer
International workshop on Frontiers of computer vision
Scopus
Anh T Huynh ·
Van-Dung Hoang ·
Sang Vu ·
Trong T Le ·
Hien D Nguyen ·
Skin cancer classification using different backbones of convolutional neural networks
Scopus
The-Anh Pham ·
Van-Dung Hoang ·
others ·
Layout-invariant license plate detection and recognition
Scopus
Van-Vinh Nguyen ·
Van-Dung Hoang ·
Applying Multiple Deep Models to Predict Plant Pests in Advanced Agriculture
J. Tech. Educ. Sci
SCIE
Fusion of segmentation and classification for improving skin disease diagnosis
International Conference on Green Technology and Sustainable Development
WoS
Rethinking mobile inverted bottleneck convolution for EfficientNet
International Conference on Green Technology and Sustainable Development
WoS
Trinh Thi Anh Loan ·
Hoang Van Dung ·
others ·
An effective deep learning model for recognition of animals and plants
Journal of Computer Science and Cybernetics
2021
Tri-Cong Pham ·
Antoine Doucet ·
Tran-Tien Bui ·
Minh-Sao-Khue Luu ·
Duy-Anh Mai ·
Chi-Mai Luong ·
Van-Dung Hoang ·
A New Feature Selection and Classification Approach for Optimizing Breast Cancer Subtyping Based on Gene Expression
WoS
Van-Dung Hoang ·
Rice leaf diseases recognition based on deep learning and hyperparameters customization
WoS
AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function
Scientific Reports
SCIE
Tri-Cong Pham ·
Antonie Doucet ·
Van-Dung Hoang ·
Quang-Hoa Nguyen ·
Trong-Bach Phan ·
Cong-Thanh Tran ·
Tran-Tien Bui ·
Chi-Mai Luong ·
Van-Giang Bui ·
Evaluating the deep convolutional neural network for thyroid nodule detection on vietnamese ultrasound dataset
Scopus
2020
Hybrid deep learning and data augmentation for disease candidate extraction
International Workshop on Frontiers of Computer Vision
Scopus
Meta-analysis of computational methods for breast cancer classification
International Journal of Intelligent Information and Database Systems
Scopus
Realtime multi-person pose estimation with RCNN and depthwise separable convolution
2020 RIVF international conference on computing and communication technologies (RIVF)
Scopus
2019
Scalable local features and hybrid classifiers for improving action recognition
Journal of Intelligent & Fuzzy Systems
SCIE
Tri Cong Pham ·
Giang Son Tran ·
Thi Phuong Nghiem ·
Antoine Doucet ·
Chi Mai Luong ·
Van-Dung Hoang ·
A comparative study for classification of skin cancer
Scopus
Tien-Thanh Nguyen ·
Van-Dung Hoang ·
Truc-Thanh Tran ·
A wireless physical layer security method based on binary Exclusive-Or jamming message and CSI alignment
Scopus
Personal identification based on deep learning technique using facial images for intelligent surveillance systems
International Journal of Machine Learning and Computing
Scopus
Tri Cong Pham ·
Giang Son Tran ·
Thi Phuong Nghiem ·
Antoine Doucet ·
Chi Mai Luong ·
Van-Dung Hoang ·
A Comparative Study forClassification of Skin Cancer
Scopus
2018
Van-Dung Hoang ·
My-Ha Le ·
Truc Thanh Tran ·
Van-Huy Pham ·
Improving traffic signs recognition based region proposal and deep neural networks
WoS
Pedestrian action prediction based on deep features extraction of human posture and traffic scene
WoS
Pedestrian activity prediction based on semantic segmentation and hybrid of machines
Journal of Computer Science and Cybernetics
Van-Dung Hoang ·
Duong-Hung Hoang ·
Cong-Le Hieu ·
Action recognition based on sequential 2D-CNN for surveillance systems
WoS
2017
True Thanh Tran ·
Duy HN Nguyen ·
Sinh VB Nguyen ·
Van-Dung Hoang ·
A method to approximate the transmission rate of phase signal with amplitude uncertainty
WoS
Van-Dung Hoang ·
Multiple classifier-based spatiotemporal features for living activity prediction
Journal of Information and Telecommunication
SCIE
Van-Huy Pham ·
My-Ha Le ·
Van-Dung Hoang ·
Boosting Discriminative Models for Activity Detection Using Local Feature Descriptors
WoS
Van-Dung Hoang ·
My-Ha Le ·
Kang-Hyun Jo ·
Motion estimation based on two corresponding points and angular deviation optimization
IEEE Transactions on Industrial Electronics
SCIE
Van-Thanh Hoang ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
An improved method for 3d shape estimation using cascade of neural networks
WoS
2016
Van-Dung Hoang ·
Kang-Hyun Jo ·
Joint components based pedestrian detection in crowded scenes using extended feature descriptors
Neurocomputing
SCIE
Van-Dung Hoang ·
Kang-Hyun Jo ·
Accelerative Object Classification Using Cascade Structure for Vision Based Security Monitoring Systems
WoS
Van-Dung Hoang ·
Kang-Hyun Jo ·
others ·
Multiscale car detection using oriented gradient feature and boosting machine
WoS
A simplified solution to motion estimation using an omnidirectional camera and a 2-D LRF sensor
IEEE Transactions on Industrial Informatics
SCIE Q1
My-Ha Le ·
Hoang-Hon Trinh ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Automated architectural reconstruction using reference planes under convex optimization
International Journal of Control, Automation and Systems
SCIE
My-Ha Le ·
Van-Dung Hoang ·
Van-Thuyen Ngo ·
Electrical colored wires inspection algorithm for automatic connector producing machines
WoS
2015
Van-Dung Hoang ·
Kang-Hyun Jo ·
Path planning for autonomous vehicle based on heuristic searching using online images
Vietnam Journal of Computer Science
Scopus
Laksono Kurnianggoro ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint
Computer Science and Information Systems
SCIE
Laksono Kurnianggoro ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Calibration of rotating 2d laser range finder using circular path on plane constraints
New Trends in Computational Collective Intelligence
Scopus
Joko Hariyono ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Human detection from omnidirectional camera using feature tracking and motion segmentation
WoS
Alexander Filonenko ·
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
WoS
Van-Dung Hoang ·
Kang-Hyun Jo ·
Combined Motion Estimation and Tracking Control for Autonomous Navigation
WoS
Joko Hariyono ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Tracking failure detection using time reverse distance error for human tracking
WoS
Van-Dung Hoang ·
Kang-Hyun Jo ·
Automatic calibration of camera and LRF based on morphological pattern and optimal angular back-projection error
International Journal of Control, Automation and Systems
SCIE
Truc Thanh Tran ·
Dac-Binh Ha ·
Van-Dung Hoang ·
Gia Nhu Nguyen ·
I-Q based cooperative spectrum sharing in system with multiple SU transmitters and common receiver
Scopus
My-Ha Le ·
Hyun-Deok Kang ·
Kang-Hyun Jo ·
Van-Dung Hoang ·
Local descriptors based random forests for human detection
VNUHCM Journal ofScience and Technology Development
2014
Van-Dung Hoang ·
My-Ha Le ·
Kang-Hyun Jo ·
Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection
Neurocomputing
SCIE
Van-Dung Hoang ·
Danilo Cáceres Hernández ·
Kang-Hyun Jo ·
Simple and efficient method for calibration of a camera and 2D laser rangefinder
Asian Conference on Intelligent Information and Database Systems
WoS
Joko Hariyono ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Human detection from mobile omnidirectional camera using ego-motion compensated
WoS
Van-Dung Hoang ·
Danilo Caceres Hernandez ·
Kang-Hyun Jo ·
Partially obscured human detection based on component detectors using multiple feature descriptors
WoS
Alexander Filonenko ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Smoke detection on roads for autonomous vehicles
WoS
Joko Hariyono ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Motion segmentation using optical flow for pedestrian detection from moving vehicle
SCIE
Joko Hariyono ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Moving object localization using optical flow for pedestrian detection from a moving vehicle
The Scientific World Journal
Van-Dung Hoang ·
Laksono Kurnianggoro ·
Kang-Hyun Jo ·
others ·
Scalable histogram of oriented gradients for multi-size car detection
WoS
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Methods for vanishing point estimation by intersection of curves from omnidirectional image
Asian Conference on Intelligent Information and Database Systems
WoS
Van-Dung Hoang ·
Danilo Cáceres Hernández ·
Kang-Hyun Jo ·
Global path planning for unmanned ground vehicle based on road map images
2014 7th International conference on human system interactions (HSI)
WoS
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Vision-based heading angle estimation for an autonomous mobile robots navigation
2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)
WoS
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Local path planning strategy: a practical implementation for versatile distance
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society
WoS
Danilo Caceres Hernandez ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Lane surface identification based on reflectance using laser range finder
WoS
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Alexander Filonenko & Kang-Hyun Jo ·
Fuzzy logic guidance control systems for autonomous navigation based on omnidirectional sensing
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
WoS
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Laser based obstacle avoidance strategy for autonomous robot navigation using DBSCAN for versatile distance
2014 7th International Conference on Human System Interactions (HSI)
WoS
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Vanishing Point Estimation in Urban Roads for Omnidirectional Image
Advances in Intelligent Systems and Computing
WoS
Van-Dung Hoang ·
Danilo Caceres Hernandez ·
Alexander Filonenko ·
Kang-Hyun Jo ·
Path Planning for Unmanned Vehicle Motion Based on Road Detection Using Online Road Map and Satellite Image
WoS
Van-Dung Hoang ·
Kang-Hyun Jo ·
Optimal Partial Rotation Error for Vehicle Motion Estimation Based on Omnidirectional Camera
WoS
Van-Dung Hoang ·
Danilo Cáceres Hernández ·
Kang-Hyun Jo ·
Closed-form solution to 3D points for estimating extrinsic parameters of camera and laser sensor
2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)
WoS
Van-Dung Hoang ·
Dongwook Seo ·
Laksono Kurnianggoro ·
Kang-Hyun Jo ·
Path planning and global trajectory tracking control assistance to autonomous vehicle
WoS
Van-Dung Hoang ·
Hern\'a ·
Optimal angular back-projection error for vehicle motion estimation using omnidirectional vision
WoS
Van-Dung Hoang ·
My-Ha Le ·
Danilo Caceres Hernandez ·
Kang-Hyun Jo ·
Error reduction for large rotational motion estimation of autonomous vehicle
WoS
Joko Hariyono ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Moving Object Localization Using Optical Flow for Pedestrian Detection from a Moving Vehicle
Scientific World Journal
2013
Van-Dung Hoang ·
Hern\'a ·
3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing
WoS
Van-Dung Hoang ·
Hern\'a ·
Combining edge and one-point ransac algorithm to estimate visual odometry
WoS
Van-Dung Hoang ·
My-Ha Le ·
Kang-Hyun Jo ·
Planar motion estimation using omnidirectional camera and laser rangefinder
WoS
Van-Dung Hoang ·
My-Ha Le ·
Hern\'a ·
Localization estimation based on Extended Kalman filter using multiple sensors
WoS
My-Ha Le ·
Van-Dung Hoang ·
Andrey Vavilin ·
Kang-Hyun Jo ·
One-point-plus for 5-DOF localization of vehicle-mounted omnidirectional camera in long-range motion
International Journal of Control, Automation and Systems
SCIE
Danilo Cáceres Hernández ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Vanishing point based image segmentation and clustering for omnidirectional image
International Conference on Intelligent Computing
WoS
Danilo Caceres Hernandez ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Iterative vanishing point estimation based on DBSCAN for omnidirectional image
WoS
2012
Van-Dung Hoang ·
Andrey Vavilin ·
Kang-Hyun Jo ·
Fast human detection based on parallelogram haar-like features
WoS
My-Ha Le ·
Van-Dung Hoang ·
Andrey Vavilin ·
Kang-Hyun Jo ·
Vehicle localization using omnidirectional camera with GPS supporting in wide urban area
WoS
Ming Qing ·
Van-Dung Hoang ·
Kang-Hyun Jo ·
Localization and tracking of same color vehicle under occlusion problem
Scopus
Van-Dung Hoang ·
My-Ha Le ·
Kang-Hyun Jo ·
Robust human detection using multiple scale of cell based histogram of oriented gradients and adaboost learning
WoS
Van-Dung Hoang ·
Andrey Vavilin ·
Kang-Hyun Jo ·
Pedestrian detection approach based on modified Haar-like features and AdaBoost
WoS
2026
Enhancing Feature Extraction based on Hierarchical Vision Transformer for Natural Enemy Recognition
Vietnam Journal of Computer Science Q3
Lightweight moment-residual-coherent patterns for image recognition
Pattern Recognition Letters Q1
Dilated Multi-Layer Perceptron Mixer for Faster Neural Networks
Neural Networks Q1
2025
Powering AI-driven car damage identification based on VeHIDE dataset
Journal of Information and Telecommunication
Applying Deep Learning Models for Weapon Detection in Public Environments Through Serveillance Cameras
Journal on Information Technologies & Communications
Skeleton-based multi-person action recognition towards real-world violence detection
Engineering Applications of Artificial Intelligence
Sentiment Prediction Based on Deep Learning for Intelligent E-Learning Systems
Journal of Technical Education Science
Enhancing Accuracy in Classification Models for Skin Disease Diagnosis Based on Segformer and ConvNeXt Approach
Journal of Technical Education Science
Enhancing Coffee Leaf Disease Classification via Active Learning and Diverse Sample Selection
IEEE Access Q1
Evaluation of the effectiveness of modern object detection models on spatial image data
Hue University Journal of Science: Techniques and Technology
2024
Development of code evaluation system based on abstract syntax tree
Journal of Technical Education Science
Chest X-ray image classification using transfer learning and hyperparameter customization for lung disease diagnosis
Journal of Information and Telecommunication Q2
2023
Insulator Detection in Intelligent Monitoring Based on Yolo Family and Customizing Hyperparameters
Journal of Technical Education Science
Application of Classification Methods in Forecasting Broadband Internet Subscribers Leaving the Network
International Journal of Machine Learning
2022
An effective deep learning model for recognition of animals and plants
Journal of Computer Science and Cybernetics
2021
2020
Meta-analysis of computational methods for breast cancer classification
International Journal of Intelligent Information and Database Systems
2019
Scalable local features and hybrid classifiers for improving action recognition
Journal of Intelligent & Fuzzy Systems
Personal identification based on deep learning technique using facial images for intelligent surveillance systems
International Journal of Machine Learning and Computing
2018
Pedestrian activity prediction based on semantic segmentation and hybrid of machines
Journal of Computer Science and Cybernetics
2017
Multiple classifier-based spatiotemporal features for living activity prediction
Journal of Information and Telecommunication
Motion estimation based on two corresponding points and angular deviation optimization
IEEE Transactions on Industrial Electronics
2016
Joint components based pedestrian detection in crowded scenes using extended feature descriptors
Neurocomputing
A simplified solution to motion estimation using an omnidirectional camera and a 2-D LRF sensor
IEEE Transactions on Industrial Informatics Q1
Automated architectural reconstruction using reference planes under convex optimization
International Journal of Control, Automation and Systems
2015
Path planning for autonomous vehicle based on heuristic searching using online images
Vietnam Journal of Computer Science
Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint
Computer Science and Information Systems
Automatic calibration of camera and LRF based on morphological pattern and optimal angular back-projection error
International Journal of Control, Automation and Systems
Local descriptors based random forests for human detection
VNUHCM Journal ofScience and Technology Development
2014
Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection
Neurocomputing
Moving object localization using optical flow for pedestrian detection from a moving vehicle
The Scientific World Journal
Moving Object Localization Using Optical Flow for Pedestrian Detection from a Moving Vehicle
Scientific World Journal
2013
One-point-plus for 5-DOF localization of vehicle-mounted omnidirectional camera in long-range motion
International Journal of Control, Automation and Systems
2025
CerMixer: an efficient model for cervical cancer classification based on patching and multi-scale depthwise convolutional fusion
Asian Conference on Intelligent Information and Database Systems
A Lightweight Transformer Model for Real-Time Object Detection on Edge Devices in Surveillance Camera Systems
Asian Conference on Intelligent Information and Database Systems
Enhancing Action Recognition Using 3D Skeleton Reconstruction: Integrating MotioNet with AcTv2
Asian Conference on Intelligent Information and Database Systems
Improved Skin Classification Performance Based on Hybrid Models
Asian Conference on Intelligent Information and Database Systems
Hybrid Ensemble and Deep Learning Models for Improving Diabetes Prediction
2025 International Workshop on Intelligent Systems (IWIS)
TameMini-GS: A Hybrid Approach for Efficient and Compact 3D Gaussian Splatting
2025 International Workshop on Intelligent Systems (IWIS)
WDCViT: Enhancing Monkeypox Prediction via Lightweight Vision Transformer with Window Attention and Dilated Convolutions
2025 17th International Conference on Human System Interaction (HSI)
A Real-Time Object Detection and Tracking Framework Based on RT-DETR and DeepSORT
2025 17th International Conference on Human System Interaction (HSI)
A Survey on Vehicle Damage Detection using Deep Learning Towards Intelligent Insurance
2025 17th International Conference on Human System Interaction (HSI)
Enhancing Healthcare Diagnostics with Attentionbased Multi-Layer Perceptron
2025 17th International Conference on Knowledge and System Engineering (KSE)
Traffic Sign Detection in Vietnam: An Experimental Study
Proceedings of the 18th National Conference on Fundamental and Applied IT Research (FAIR)
2024
V-detr: Pure transformer for end-to-end object detection
Asian Conference on Intelligent Information and Database Systems
Enhancing human pose estimation with SE-block in the OmniPose model
2024 16th International Conference on Human System Interaction (HSI)
Omni-TransPose: fusion of OmniPose and transformer architecture for improving action detection
Asian Conference on Intelligent Information and Database Systems
Transformer with mlp-like approach for improving object detection efficiency
2024 international workshop on intelligent systems (IWIS)
Skeleton-based posture estimation for human action recognition using deep learning
International Conference on Green Technology and Sustainable Development
Improvement of small object detection effectiveness based on swin transformer
International Conference on Green Technology and Sustainable Development
Improving Skin Lesion Classification based on Fusion Multi-Learning Models
2024 IEEE 9th International Conference on Data Science in Cyberspace (DSC)
Forecasting coffee prices with Facebook prophet: a machine learning approach
International Conference on Soft Computing and its Engineering Applications
Automatic Recognition and Scoring System in Military Training Applies Modern Deep Learning Techniques
International Conference on Smart Objects and Technologies for Social Good
Enhancing Transformer-Based Object Detection Model for Aerial Images
International Conference on Smart Objects and Technologies for Social Good
2023
Fusion of ViT Technique and Image Filtering in Deep Learning for Plant Pests and Diseases Recognition
2023 International Conference on System Science and Engineering (ICSSE)
Combination of deep learning and ambiguity rejection for improving Image-Based Disease diagnosis
Asian Conference on Intelligent Information and Database Systems
Enhancing brain tumor classification through customization of the vision transformer learning
2023 International Workshop on Intelligent Systems (IWIS)
VehiDE Dataset: New dataset for Automatic vehicle damage detection in Car insurance
2023 15th International Conference on Knowledge and Systems Engineering (KSE)
Artificial intelligence-based solutions for coffee leaf disease classification
IOP Conference Series: Earth and Environmental Science
2022
A feature extraction method for automatic identification of flying targets from radar data
2022 24th International Conference on Advanced Communication Technology (ICACT)
Pedestrian head detection and tracking via global vision transformer
International workshop on Frontiers of computer vision
Skin cancer classification using different backbones of convolutional neural networks
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
Layout-invariant license plate detection and recognition
2022 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)
Fusion of segmentation and classification for improving skin disease diagnosis
International Conference on Green Technology and Sustainable Development
Rethinking mobile inverted bottleneck convolution for EfficientNet
International Conference on Green Technology and Sustainable Development
2021
A New Feature Selection and Classification Approach for Optimizing Breast Cancer Subtyping Based on Gene Expression
Advances in Intelligent Information Hiding and Multimedia Signal Processing: Proceeding of the 16th International Conference on IIHMSP in conjunction with the 13th international conference on FITAT, November 5-7, 2020, Ho Chi Minh City, Vietnam, Volume 2
Rice leaf diseases recognition based on deep learning and hyperparameters customization
International Workshop on frontiers of computer vision
Evaluating the deep convolutional neural network for thyroid nodule detection on vietnamese ultrasound dataset
Advances in Intelligent Information Hiding and Multimedia Signal Processing: Proceeding of the 16th International Conference on IIHMSP in conjunction with the 13th international conference on FITAT, November 5-7, 2020, Ho Chi Minh City, Vietnam, Volume 2
2020
Currency recognition based on deep feature selection and classification
Asian Conference on Intelligent Information and Database Systems
Deep feature extraction for panoramic image stitching
Asian Conference on Intelligent Information and Database Systems
Hybrid deep learning and data augmentation for disease candidate extraction
International Workshop on Frontiers of Computer Vision
Realtime multi-person pose estimation with RCNN and depthwise separable convolution
2020 RIVF international conference on computing and communication technologies (RIVF)
2019
Human Identification Based on Shallow Learning Using Facial Features
Asian Conference on Intelligent Information and Database Systems
Vehicle categorical recognition for traffic monitoring in intelligent transportation systems
Asian Conference on Intelligent Information and Database Systems
A comparative study for classification of skin cancer
2019 International conference on system science and engineering (ICSSE)
A wireless physical layer security method based on binary Exclusive-Or jamming message and CSI alignment
2019 International Conference on System Science and Engineering (ICSSE)
A Comparative Study forClassification of Skin Cancer
International Conference on System Science and Engineering (ICSSE)
2018
Improving traffic signs recognition based region proposal and deep neural networks
Asian Conference on Intelligent Information and Database Systems
Pedestrian action prediction based on deep features extraction of human posture and traffic scene
Asian Conference on Intelligent Information and Database Systems
Deep CNN and data augmentation for skin lesion classification
Asian Conference on Intelligent Information and Database Systems
Action recognition based on sequential 2D-CNN for surveillance systems
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society
Hybrid discriminative models for banknote recognition and anti-counterfeit
2018 5th NAFOSTED conference on information and computer science (NICS)
A solution based on combination of RFID tags and facial recognition for monitoring systems
2018 5th NAFOSTED Conference on Information and Computer Science (NICS)
2017
A method to approximate the transmission rate of phase signal with amplitude uncertainty
2017 International Conference on Recent Advances in Signal Processing, Telecommunications \& Computing (SigTelCom)
Boosting Discriminative Models for Activity Detection Using Local Feature Descriptors
Asian Conference on Intelligent Information and Database Systems
An improved method for 3d shape estimation using cascade of neural networks
2017 IEEE 15th International Conference on Industrial Informatics (INDIN)
2016
Accelerative Object Classification Using Cascade Structure for Vision Based Security Monitoring Systems
Asian Conference on Intelligent Information and Database Systems
Multiscale car detection using oriented gradient feature and boosting machine
Asian Conference on Intelligent Information and Database Systems
Electrical colored wires inspection algorithm for automatic connector producing machines
2016 International Conference on System Science and Engineering (ICSSE)
2015
Calibration of rotating 2d laser range finder using circular path on plane constraints
New Trends in Computational Collective Intelligence
Human detection from omnidirectional camera using feature tracking and motion segmentation
Asian Conference on Intelligent Information and Database Systems
Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
Combined Motion Estimation and Tracking Control for Autonomous Navigation
Asian Conference on Intelligent Information and Database Systems
Tracking failure detection using time reverse distance error for human tracking
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
2014
Simple and efficient method for calibration of a camera and 2D laser rangefinder
Asian Conference on Intelligent Information and Database Systems
Human detection from mobile omnidirectional camera using ego-motion compensated
Asian Conference on Intelligent Information and Database Systems
Partially obscured human detection based on component detectors using multiple feature descriptors
International Conference on Intelligent Computing
Smoke detection on roads for autonomous vehicles
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society
Motion segmentation using optical flow for pedestrian detection from moving vehicle
International Conference on Computational Collective Intelligence
Location classification of detected pedestrian
2014 14th International Conference on Control, Automation and Systems (ICCAS 2014)
Scalable histogram of oriented gradients for multi-size car detection
2014 10th France-Japan/8th Europe-Asia Congress on Mecatronics (MECATRONICS2014-Tokyo)
Methods for vanishing point estimation by intersection of curves from omnidirectional image
Asian Conference on Intelligent Information and Database Systems
Global path planning for unmanned ground vehicle based on road map images
2014 7th International conference on human system interactions (HSI)
Vision-based heading angle estimation for an autonomous mobile robots navigation
2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)
Local path planning strategy: a practical implementation for versatile distance
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society
Lane surface identification based on reflectance using laser range finder
2014 IEEE/SICE International Symposium on System Integration
Fuzzy logic guidance control systems for autonomous navigation based on omnidirectional sensing
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
Laser based obstacle avoidance strategy for autonomous robot navigation using DBSCAN for versatile distance
2014 7th International Conference on Human System Interactions (HSI)
Path Planning for Unmanned Vehicle Motion Based on Road Detection Using Online Road Map and Satellite Image
Asian Conference on Computer Vision
Optimal Partial Rotation Error for Vehicle Motion Estimation Based on Omnidirectional Camera
International Conference on Computational Collective Intelligence
Closed-form solution to 3D points for estimating extrinsic parameters of camera and laser sensor
2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)
Path planning and global trajectory tracking control assistance to autonomous vehicle
2014 11th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)
Optimal angular back-projection error for vehicle motion estimation using omnidirectional vision
2014 IEEE/ASME International Conference on Advanced Intelligent Mechatronics
Error reduction for large rotational motion estimation of autonomous vehicle
2014 10th France-Japan/8th Europe-Asia Congress on Mecatronics (MECATRONICS2014-Tokyo)
2013
3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing
2013 IEEE/RSJ International Conference on Intelligent Robots and Systems
Combining edge and one-point ransac algorithm to estimate visual odometry
International Conference on Intelligent Computing
Planar motion estimation using omnidirectional camera and laser rangefinder
2013 6th International Conference on Human System Interactions (HSI)
Localization estimation based on Extended Kalman filter using multiple sensors
IECON 2013-39th Annual Conference of the IEEE Industrial Electronics Society
Vanishing point based image segmentation and clustering for omnidirectional image
International Conference on Intelligent Computing
Iterative vanishing point estimation based on DBSCAN for omnidirectional image
2013 6th International Conference on Human System Interactions (HSI)
2012
Fast human detection based on parallelogram haar-like features
IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society
Vehicle localization using omnidirectional camera with GPS supporting in wide urban area
Asian Conference on Computer Vision
Localization and tracking of same color vehicle under occlusion problem
2012 9th France-Japan & 7th Europe-Asia Congress on Mechatronics (MECATRONICS)/13th Int'l Workshop on Research and Education in Mechatronics (REM)
Robust human detection using multiple scale of cell based histogram of oriented gradients and adaboost learning
International Conference on Computational Collective Intelligence
Pedestrian detection approach based on modified Haar-like features and AdaBoost
2012 12th International Conference on Control, Automation and Systems