Van-Dung Hoang

91 papers A 1B 2C 18Journal 24Unranked 45

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Lightweight Multi-Scale Attention Model for Small Object Detection in UAV Imagery. IEEE Access Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le
2026	J	`jnl`	Dilated multi-Layer perceptron mixer for faster neural networks. Neural Networks Van-Dung Hoang, Xuan-Thuy Vo, Kang-Hyun Jo
2026	J	`jnl`	Lightweight moment-residual-coherent patterns for image recognition. Pattern Recognit. Lett. Thanh Tuan Nguyen, Hoang Anh Pham, Thanh Phuong Nguyen, Thinh Le Vinh, Hoai Nam Vu, Van-Dung Hoang
2026	J	`jnl`	Towards enhancing learning on imbalanced data: A novel adaptive weighting strategy. Neurocomputing Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le
2025	C	`conf`	A Real-Time Object Detection and Tracking Framework Based on RT-DETR and DeepSORT. HSI Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le, Tri-Cong Pham, Quang-Khai Tran, Chi-Mai Luong
2025	C	`conf`	A Survey on Vehicle Damage Detection using Deep Learning Towards Intelligent Insurance. HSI Doan-Hieu Tran, Van-Dung Hoang, Dung Nguyen, Thanh-An Pham, Van-Tuong-Lan Le
2025	J	`jnl`	A compact version of EfficientNet for skin disease diagnosis application. Neurocomputing Van-Thanh Hoang, Nguyen Duy Quang, Tu Minh Phuong, Kang-Hyun Jo, Van-Dung Hoang
2025	—	`conf`	CerMixer: An Efficient Model for Cervical Cancer Classification Based on Patching and Multi-scale Depthwise Convolutional Fusion. ACIIDS (1) Thanh-An Pham, Van-Dung Hoang, Doan-Hieu Tran, Tuong-Lan Le Van
2025	J	`jnl`	Designing of Bit-Interleaved Serially Concatenated Block-Coded Modulation With Iterative Decoding System for Power-Limited Channels. IEEE Access Thi Hong Nhung Nguyen, Xuan Nghia Pham, Cuong Dinh The, Van-Dung Hoang
2025	J	`jnl`	Enhancing Coffee Leaf Disease Classification via Active Learning and Diverse Sample Selection. IEEE Access Tri-Cong Pham, Tien-Nam Nguyen, Van-Dung Hoang, Van-Duy Nguyen
2025	—	`conf`	Hybrid Ensemble and Deep Learning Models for Improving Diabetes Prediction. IWIS Cuu-Duong Dang, Thi-My-Dung Le, Van-Dung Hoang
2025	J	`jnl`	Powering AI-driven car damage identification based on VeHIDE dataset. J. Inf. Telecommun. Van-Dung Hoang, Nhan T. Huynh, Nguyen Tran, Khanh Le, Thi-Minh-Chau Le, Ali Selamat, Hien D. Nguyen
2025	J	`jnl`	Predicting occluded skeletal joints via tracking-based feature extraction. Neurocomputing Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le
2025	J	`jnl`	Skeleton-based multi-person action recognition towards real-world violence detection. Eng. Appl. Artif. Intell. Minh-Trieu Truong, Van-Dung Hoang
2025	—	`conf`	TameMini-GS: A Hybrid Approach for Efficient and Compact 3D Gaussian Splatting. IWIS Trung-Phien Nguyen, Mai-Hieu Hoang, Minh-Luan Su, Van-Dung Hoang, Xuan-Huy Dinh
2025	C	`conf`	WDCViT: Enhancing Monkeypox Prediction via Lightweight Vision Transformer with Window Attention and Dilated Convolutions. HSI Thanh-An Pham, Tuong-Lan Le Van, Van-Dung Hoang
2024	J	`jnl`	Chest X-ray image classification using transfer learning and hyperparameter customization for lung disease diagnosis. J. Inf. Telecommun. Thanh-An Pham, Van-Dung Hoang
2024	C	`conf`	Enhancing Human Pose Estimation with SE-Block in the OmniPose Model. HSI Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Thinh Vinh Le
2024	C	`conf`	Improve Breast Cancer Classification Based on Deep Feature Fusion and Hyperparameter Customization Using Transfer Learning. SoMeT Thanh-An Pham, Tien-Anh Nguyen, Quang-Vinh Tran, Van-Dung Hoang
2024	—	`conf`	Improving Skin Lesion Classification based on Fusion Multi-Learning Models. DSC Trung-Phien Nguyen, Van-Dung Hoang, Minh-Luan Su, Thi-Nhat-Vy Nguyen, Trong-Tri Bui, Ba-Duy Nguyen
2024	—	`conf`	Omni-TransPose: Fusion of OmniPose and Transformer Architecture for Improving Action Detection. ACIIDS (Companion 2) Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Quang-Khai Tran
2024	—	`conf`	Transformer with MLP-like Approach for Improving Object Detection Efficiency. IWIS Dung Nguyen, Van-Dung Hoang, Ba-Duy Nguyen, Van-Tuong-Lan Le
2024	—	`conf`	V-DETR: Pure Transformer for End-to-End Object Detection. ACIIDS (2) Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le
2023	J	`jnl`	Categorical Weighting Domination for Imbalanced Classification With Skin Cancer in Intelligent Healthcare Systems. IEEE Access Van-Dung Hoang, Xuan-Thuy Vo, Kang-Hyun Jo
2023	—	`conf`	Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis. ACIIDS (1) Thanh-An Pham, Van-Dung Hoang
2023	—	`conf`	Enhancing Brain Tumor Classification Through Customization of the Vision Transformer Learning. IWIS Xuan-Khoa Thai-Hoang, Van-Dung Hoang
2023	—	`conf`	Fusion of ViT Technique and Image Filtering in Deep Learning for Plant Pests and Diseases Recognition. ICSSE Van-Dung Hoang, Thanh-An Pham
2023	—	`conf`	VehiDE Dataset: New dataset for Automatic vehicle damage detection in Car insurance. KSE Nhan T. Huynh, Nguyen N. D. Tran, Anh T. Huynh, Van-Dung Hoang, Hien D. Nguyen
2022	—	`conf`	A feature extraction method for automatic identification of flying targets from radar data. ICACT M. T. Nguyen, A. T. Nguyen, Van-Dung Hoang, D. D. Lam
2022	—	`conf`	Layout-invariant license plate detection and recognition. MAPR Thi-Anh-Loan Trinh, The Anh Pham, Van-Dung Hoang
2022	—	`conf`	Pedestrian Head Detection and Tracking via Global Vision Transformer. IW-FCV Xuan-Thuy Vo, Van-Dung Hoang, Duy-Linh Nguyen, Kang-Hyun Jo
2022	C	`conf`	Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks. IEA/AIE Anh T. Huynh, Van-Dung Hoang, Sang Vu, Trong T. Le, Hien D. Nguyen
2021	—	`conf`	Rice Leaf Diseases Recognition Based on Deep Learning and Hyperparameters Customization. IW-FCV Van-Dung Hoang
2020	—	`conf`	Currency Recognition Based on Deep Feature Selection and Classification. ACIIDS (Companion) Hung-Cuong Trinh, Hoang-Thanh Vo, Van-Huy Pham, Bhagawan Nath, Van-Dung Hoang
2020	—	`conf`	Deep Feature Extraction for Panoramic Image Stitching. ACIIDS (2) Van-Dung Hoang, Diem-Phuc Tran, Gia Nhu Nguyen, The Anh Pham, Van-Huy Pham
2020	—	`conf`	Hybrid Deep Learning and Data Augmentation for Disease Candidate Extraction. IW-FCV Van-Dung Hoang, Van-Thanh Hoang, Kang-Hyun Jo
2020	J	`jnl`	Hyperparameter Optimization for Improving Recognition Efficiency of an Adaptive Learning System. IEEE Access Diem-Phuc Tran, Gia Nhu Nguyen, Van-Dung Hoang
2020	J	`jnl`	Improving Skin-Disease Classification Based on Customized Loss Function Combined With Balanced Mini-Batch Logic and Real-Time Image Augmentation. IEEE Access Tri-Cong Pham, Antoine Doucet, Chi-Mai Luong, Cong-Thanh Tran, Van-Dung Hoang
2020	—	`conf`	Improving binary skin cancer classification based on best model selection method combined with optimizing full connected layers of Deep CNN. MAPR Tri-Cong Pham, Van-Dung Hoang, Cong-Thanh Tran, Minh Sao Khue Luu, Duy Anh Mai, Antoine Doucet, Chi-Mai Luong
2020	J	`jnl`	Meta-analysis of computational methods for breast cancer classification. Int. J. Intell. Inf. Database Syst. Tri-Cong Pham, Chi-Mai Luong, Antoine Doucet, Van-Dung Hoang, Diem-Phuc Tran, Duc-Hau Le
2020	—	`conf`	Realtime Multi-Person Pose Estimation with RCNN and Depthwise Separable Convolution. RIVF Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo
2019	J	`jnl`	Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network. Neural Process. Lett. Diem-Phuc Tran, Van-Dung Hoang
2019	—	`conf`	Human Identification Based on Shallow Learning Using Facial Features. ACIIDS (Extended Posters) Van-Dung Hoang, Cong-Hieu Le, The-Anh Pham
2019	J	`jnl`	Scalable local features and hybrid classifiers for improving action recognition. J. Intell. Fuzzy Syst. Van-Huy Pham, Kang-Hyun Jo, Van-Dung Hoang
2019	—	`conf`	Vehicle Categorical Recognition for Traffic Monitoring in Intelligent Transportation Systems. ACIIDS (2) Diem-Phuc Tran, Van-Dung Hoang
2018	C	`conf`	Action Recognition Based on Sequential 2D-CNN for Surveillance Systems. IECON Van-Dung Hoang, Duong-Hung Hoang, Cong-Le Hieu
2018	—	`conf`	Deep CNN and Data Augmentation for Skin Lesion Classification. ACIIDS (2) Tri-Cong Pham, Chi-Mai Luong, Muriel Visani, Van-Dung Hoang
2018	—	`conf`	Improving Traffic Signs Recognition Based Region Proposal and Deep Neural Networks. ACIIDS (2) Van-Dung Hoang, My-Ha Le, Truc Thanh Tran, Van-Huy Pham
2018	—	`conf`	Pedestrian Action Prediction Based on Deep Features Extraction of Human Posture and Traffic Scene. ACIIDS (2) Diem-Phuc Tran, Gia Nhu Nguyen, Van-Dung Hoang
2017	C	`conf`	An improved method for 3D shape estimation using cascade of neural networks. INDIN Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo
2017	—	`conf`	Boosting Discriminative Models for Activity Detection Using Local Feature Descriptors. ACIIDS (1) Van-Huy Pham, My Ha Le, Van-Dung Hoang
2017	J	`jnl`	Motion Estimation Based on Two Corresponding Points and Angular Deviation Optimization. IEEE Trans. Ind. Electron. Van-Dung Hoang, My Ha Le, Kang-Hyun Jo
2017	J	`jnl`	Multiple classifier-based spatiotemporal features for living activity prediction. J. Inf. Telecommun. Van-Dung Hoang
2016	J	`jnl`	A Simplified Solution to Motion Estimation Using an Omnidirectional Camera and a 2-D LRF Sensor. IEEE Trans. Ind. Informatics Van-Dung Hoang, Kang-Hyun Jo
2016	—	`conf`	Accelerative Object Classification Using Cascade Structure for Vision Based Security Monitoring Systems. ACIIDS (1) Van-Dung Hoang, Kang-Hyun Jo
2016	J	`jnl`	Joint components based pedestrian detection in crowded scenes using extended feature descriptors. Neurocomputing Van-Dung Hoang, Kang-Hyun Jo
2016	—	`conf`	Multiscale Car Detection Using Oriented Gradient Feature and Boosting Machine. ACIIDS (1) Wahyono, Van-Dung Hoang, Kang-Hyun Jo
2015	—	`ch.`	Calibration of Rotating 2D Laser Range Finder Using Circular Path on Plane Constraints. New Trends in Computational Collective Intelligence Laksono Kurnianggoro, Van-Dung Hoang, Kang-Hyun Jo
2015	J	`jnl`	Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint. Comput. Sci. Inf. Syst. Laksono Kurnianggoro, Van-Dung Hoang, Kang-Hyun Jo
2015	—	`conf`	Combined Motion Estimation and Tracking Control for Autonomous Navigation. ACIIDS (2) Van-Dung Hoang, Kang-Hyun Jo
2015	—	`conf`	Human Detection from Omnidirectional Camera Using Feature Tracking and Motion Segmentation. ACIIDS (2) Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
2015	J	`jnl`	Path planning for autonomous vehicle based on heuristic searching using online images. Vietnam. J. Comput. Sci. Van-Dung Hoang, Kang-Hyun Jo
2015	C	`conf`	Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera. IEA/AIE Alexander Filonenko, Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
2015	C	`conf`	Tracking Failure Detection using Time Reverse Distance Error for Human Tracking. IEA/AIE Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
2014	—	`conf`	Closed-form solution to 3D points for estimating extrinsic parameters of camera and laser sensor. ISIE Van-Dung Hoang, Danilo Cáceres Hernández, Han-Sung Park, Kang-Hyun Jo
2014	—	`conf`	Fuzzy Logic Guidance Control Systems for Autonomous Navigation Based on Omnidirectional Sensing. IEA/AIE (1) Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo
2014	C	`conf`	Global path planning for unmanned ground vehicle based on road map images. HSI Van-Dung Hoang, Danilo Cáceres Hernández, Joko Hariyono, Kang-Hyun Jo
2014	—	`conf`	Human Detection from Mobile Omnidirectional Camera Using Ego-Motion Compensated. ACIIDS (1) Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
2014	J	`jnl`	Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection. Neurocomputing Van-Dung Hoang, My Ha Le, Kang-Hyun Jo
2014	C	`conf`	Laser based obstacle avoidance strategy for autonomous robot navigation using DBSCAN for versatile distance. HSI Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
2014	C	`conf`	Local path planning strategy: A practical implementation for versatile distance. IECON Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo
2014	—	`conf`	Methods for Vanishing Point Estimation by Intersection of Curves from Omnidirectional Image. ACIIDS (1) Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
2014	B	`conf`	Motion Segmentation Using Optical Flow for Pedestrian Detection from Moving Vehicle. ICCCI Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
2014	B	`conf`	Optimal Partial Rotation Error for Vehicle Motion Estimation Based on Omnidirectional Camera. ICCCI Van-Dung Hoang, Kang-Hyun Jo
2014	—	`conf`	Optimal angular back-projection error for vehicle motion estimation using omnidirectional vision. AIM Van-Dung Hoang, Danilo Cáceres Hernández, Dong-Wook Seo, Kang-Hyun Jo
2014	—	`conf`	Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors. ICIC (1) Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo
2014	—	`conf`	Path Planning for Unmanned Vehicle Motion Based on Road Detection Using Online Road Map and Satellite Image. ACCV Workshops (2) Van-Dung Hoang, Danilo Cáceres Hernández, Alexander Filonenko, Kang-Hyun Jo
2014	—	`conf`	Path planning and global trajectory tracking control assistance to autonomous vehicle. URAI Van-Dung Hoang, Dong-Wook Seo, Laksono Kurnianggoro, Kang-Hyun Jo
2014	—	`conf`	Simple and Efficient Method for Calibration of a Camera and 2D Laser Rangefinder. ACIIDS (1) Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo
2014	C	`conf`	Smoke detection on roads for autonomous vehicles. IECON Alexander Filonenko, Van-Dung Hoang, Kang-Hyun Jo
2014	—	`conf`	Vision-based heading angle estimation for an autonomous mobile robots navigation. ISIE Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo
2013	A	`conf`	3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing. IROS Van-Dung Hoang, Danilo Cáceres Hernández, My Ha Le, Kang-Hyun Jo
2013	—	`conf`	A method improving efficiency of remote operation for a virtual campus tour service using robots. ARSO Takaaki Kida, Toshiyuki Kusu, Tetsuya Shimada, Van-Dung Hoang, Thi Minh Chau Tran, Yosuke Tsuchiya, Masahiko Narita, Yuka Kato
2013	—	`conf`	Combining Edge and One-Point RANSAC Algorithm to Estimate Visual Odometry. ICIC (1) Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo
2013	C	`conf`	Iterative vanishing point estimation based on DBSCAN for omnidirectional image. HSI Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
2013	C	`conf`	Localization estimation based on Extended Kalman filter using multiple sensors. IECON Van-Dung Hoang, My-Ha Le, Danilo Cáceres Hernández, Kang-Hyun Jo
2013	C	`conf`	Planar motion estimation using omnidirectional camera and laser rangefinder. HSI Van-Dung Hoang, My-Ha Le, Kang-Hyun Jo
2013	—	`conf`	Vanishing Point Based Image Segmentation and Clustering for Omnidirectional Image. ICIC (2) Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
2012	C	`conf`	Fast human detection based on parallelogram haar-like features. IECON Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo
2012	—	`conf`	Robust Human Detection Using Multiple Scale of Cell Based Histogram of Oriented Gradients and AdaBoost Learning. ICCCI (1) Van-Dung Hoang, My Ha Le, Kang-Hyun Jo
2012	—	`conf`	Vehicle Localization Using Omnidirectional Camera with GPS Supporting in Wide Urban Area. ACCV Workshops (1) My Ha Le, Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo