Van-Dung Hoang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Autonomous Vehicles

Feature Descriptors

Motion Estimation

Top Venues

Publications

Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Thinh Vinh Le
Enhancing Human Pose Estimation with SE-Block in the OmniPose Model. HSI (2024)
Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le
V-DETR: Pure Transformer for End-to-End Object Detection. ACIIDS (2) (2024)
Xuan-Khoa Thai-Hoang, Van-Dung Hoang
Enhancing Brain Tumor Classification Through Customization of the Vision Transformer Learning. IWIS (2023)
Nhan T. Huynh, Nguyen N. D. Tran, Anh T. Huynh, Van-Dung Hoang, Hien D. Nguyen
VehiDE Dataset: New dataset for Automatic vehicle damage detection in Car insurance. KSE (2023)
Thanh-An Pham, Van-Dung Hoang
Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis. ACIIDS (1) (2023)
Van-Dung Hoang, Xuan-Thuy Vo, Kang-Hyun Jo
Categorical Weighting Domination for Imbalanced Classification With Skin Cancer in Intelligent Healthcare Systems. IEEE Access 11 (2023)
Van-Dung Hoang, Thanh-An Pham
Fusion of ViT Technique and Image Filtering in Deep Learning for Plant Pests and Diseases Recognition. ICSSE (2023)
Xuan-Thuy Vo, Van-Dung Hoang, Duy-Linh Nguyen, Kang-Hyun Jo
Pedestrian Head Detection and Tracking via Global Vision Transformer. IW-FCV (2022)
Thi-Anh-Loan Trinh, The Anh Pham, Van-Dung Hoang
Layout-invariant license plate detection and recognition. MAPR (2022)
M. T. Nguyen, A. T. Nguyen, Van-Dung Hoang, D. D. Lam
A feature extraction method for automatic identification of flying targets from radar data. ICACT (2022)
Anh T. Huynh, Van-Dung Hoang, Sang Vu, Trong T. Le, Hien D. Nguyen
Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks. IEA/AIE (2022)
Van-Dung Hoang
Rice Leaf Diseases Recognition Based on Deep Learning and Hyperparameters Customization. IW-FCV (2021)
Diem-Phuc Tran, Gia Nhu Nguyen, Van-Dung Hoang
Hyperparameter Optimization for Improving Recognition Efficiency of an Adaptive Learning System. IEEE Access 8 (2020)
Tri-Cong Pham, Chi-Mai Luong, Van-Dung Hoang, Antoine Doucet
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture. CoRR (2020)
Tri-Cong Pham, Chi-Mai Luong, Antoine Doucet, Van-Dung Hoang, Diem-Phuc Tran, Duc-Hau Le
Meta-analysis of computational methods for breast cancer classification. Int. J. Intell. Inf. Database Syst. 13 (1) (2020)
Van-Dung Hoang, Diem-Phuc Tran, Gia Nhu Nguyen, The Anh Pham, Van-Huy Pham
Deep Feature Extraction for Panoramic Image Stitching. ACIIDS (2) (2020)
Tri-Cong Pham, Van-Dung Hoang, Cong-Thanh Tran, Minh Sao Khue Luu, Duy Anh Mai, Antoine Doucet, Chi-Mai Luong
Improving binary skin cancer classification based on best model selection method combined with optimizing full connected layers of Deep CNN. MAPR (2020)
Tri-Cong Pham, Antoine Doucet, Chi-Mai Luong, Cong-Thanh Tran, Van-Dung Hoang
Improving Skin-Disease Classification Based on Customized Loss Function Combined With Balanced Mini-Batch Logic and Real-Time Image Augmentation. IEEE Access 8 (2020)
Hung-Cuong Trinh, Hoang-Thanh Vo, Van-Huy Pham, Bhagawan Nath, Van-Dung Hoang
Currency Recognition Based on Deep Feature Selection and Classification. ACIIDS (Companion) (2020)
Van-Dung Hoang, Van-Thanh Hoang, Kang-Hyun Jo
Hybrid Deep Learning and Data Augmentation for Disease Candidate Extraction. IW-FCV (2020)
Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo
Realtime Multi-Person Pose Estimation with RCNN and Depthwise Separable Convolution. RIVF (2020)
Diem-Phuc Tran, Van-Dung Hoang
Vehicle Categorical Recognition for Traffic Monitoring in Intelligent Transportation Systems. ACIIDS (2) (2019)
Van-Dung Hoang, Cong-Hieu Le, The-Anh Pham
Human Identification Based on Shallow Learning Using Facial Features. ACIIDS (Extended Posters) (2019)
Van-Huy Pham, Kang-Hyun Jo, Van-Dung Hoang
Scalable local features and hybrid classifiers for improving action recognition. J. Intell. Fuzzy Syst. 36 (4) (2019)
Diem-Phuc Tran, Van-Dung Hoang
Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network. Neural Process. Lett. 50 (1) (2019)
Tri-Cong Pham, Chi-Mai Luong, Muriel Visani, Van-Dung Hoang
Deep CNN and Data Augmentation for Skin Lesion Classification. ACIIDS (2) (2018)
Diem-Phuc Tran, Gia Nhu Nguyen, Van-Dung Hoang
Pedestrian Action Prediction Based on Deep Features Extraction of Human Posture and Traffic Scene. ACIIDS (2) (2018)
Van-Dung Hoang, My-Ha Le, Truc Thanh Tran, Van-Huy Pham
Improving Traffic Signs Recognition Based Region Proposal and Deep Neural Networks. ACIIDS (2) (2018)
Van-Dung Hoang, Duong-Hung Hoang, Cong-Le Hieu
Action Recognition Based on Sequential 2D-CNN for Surveillance Systems. IECON (2018)
Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo
An improved method for 3D shape estimation using cascade of neural networks. INDIN (2017)
Van-Dung Hoang
Multiple classifier-based spatiotemporal features for living activity prediction. J. Inf. Telecommun. 1 (1) (2017)
Van-Dung Hoang, My Ha Le, Kang-Hyun Jo
Motion Estimation Based on Two Corresponding Points and Angular Deviation Optimization. IEEE Trans. Ind. Electron. 64 (11) (2017)
Van-Huy Pham, My Ha Le, Van-Dung Hoang
Boosting Discriminative Models for Activity Detection Using Local Feature Descriptors. ACIIDS (1) (2017)
Van-Dung Hoang, Kang-Hyun Jo
Accelerative Object Classification Using Cascade Structure for Vision Based Security Monitoring Systems. ACIIDS (1) (2016)
Van-Dung Hoang, Kang-Hyun Jo
A Simplified Solution to Motion Estimation Using an Omnidirectional Camera and a 2-D LRF Sensor. IEEE Trans. Ind. Informatics 12 (3) (2016)
Wahyono, Van-Dung Hoang, Kang-Hyun Jo
Multiscale Car Detection Using Oriented Gradient Feature and Boosting Machine. ACIIDS (1) (2016)
Van-Dung Hoang, Kang-Hyun Jo
Joint components based pedestrian detection in crowded scenes using extended feature descriptors. Neurocomputing 188 (2016)
Van-Dung Hoang, Kang-Hyun Jo
Combined Motion Estimation and Tracking Control for Autonomous Navigation. ACIIDS (2) (2015)
Alexander Filonenko, Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera. IEA/AIE (2015)
Van-Dung Hoang, Kang-Hyun Jo
Path planning for autonomous vehicle based on heuristic searching using online images. Vietnam. J. Comput. Sci. 2 (2) (2015)
Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
Human Detection from Omnidirectional Camera Using Feature Tracking and Motion Segmentation. ACIIDS (2) (2015)
Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
Tracking Failure Detection using Time Reverse Distance Error for Human Tracking. IEA/AIE (2015)
Laksono Kurnianggoro, Van-Dung Hoang, Kang-Hyun Jo
Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint. Comput. Sci. Inf. Syst. 12 (1) (2015)
Van-Dung Hoang, Danilo Cáceres Hernández, Han-Sung Park, Kang-Hyun Jo
Closed-form solution to 3D points for estimating extrinsic parameters of camera and laser sensor. ISIE (2014)
Van-Dung Hoang, Danilo Cáceres Hernández, Joko Hariyono, Kang-Hyun Jo
Global path planning for unmanned ground vehicle based on road map images. HSI (2014)
Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo
Vision-based heading angle estimation for an autonomous mobile robots navigation. ISIE (2014)
Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo
Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors. ICIC (1) (2014)
Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
Motion Segmentation Using Optical Flow for Pedestrian Detection from Moving Vehicle. ICCCI (2014)
Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo
Local path planning strategy: A practical implementation for versatile distance. IECON (2014)
Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
Methods for Vanishing Point Estimation by Intersection of Curves from Omnidirectional Image. ACIIDS (1) (2014)
Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo
Simple and Efficient Method for Calibration of a Camera and 2D Laser Rangefinder. ACIIDS (1) (2014)
Alexander Filonenko, Van-Dung Hoang, Kang-Hyun Jo
Smoke detection on roads for autonomous vehicles. IECON (2014)
Van-Dung Hoang, Danilo Cáceres Hernández, Dong-Wook Seo, Kang-Hyun Jo
Optimal angular back-projection error for vehicle motion estimation using omnidirectional vision. AIM (2014)
Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo
Human Detection from Mobile Omnidirectional Camera Using Ego-Motion Compensated. ACIIDS (1) (2014)
Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo
Fuzzy Logic Guidance Control Systems for Autonomous Navigation Based on Omnidirectional Sensing. IEA/AIE (1) (2014)
Van-Dung Hoang, Danilo Cáceres Hernández, Alexander Filonenko, Kang-Hyun Jo
Path Planning for Unmanned Vehicle Motion Based on Road Detection Using Online Road Map and Satellite Image. ACCV Workshops (2) (2014)
Van-Dung Hoang, Dong-Wook Seo, Laksono Kurnianggoro, Kang-Hyun Jo
Path planning and global trajectory tracking control assistance to autonomous vehicle. URAI (2014)
Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
Laser based obstacle avoidance strategy for autonomous robot navigation using DBSCAN for versatile distance. HSI (2014)
Van-Dung Hoang, Kang-Hyun Jo
Optimal Partial Rotation Error for Vehicle Motion Estimation Based on Omnidirectional Camera. ICCCI (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 135 (2014)
Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
Vanishing Point Based Image Segmentation and Clustering for Omnidirectional Image. ICIC (2) (2013)
Van-Dung Hoang, My-Ha Le, Danilo Cáceres Hernández, Kang-Hyun Jo
Localization estimation based on Extended Kalman filter using multiple sensors. IECON (2013)
Van-Dung Hoang, Danilo Cáceres Hernández, My Ha Le, Kang-Hyun Jo
3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing. IROS (2013)
Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo
Iterative vanishing point estimation based on DBSCAN for omnidirectional image. HSI (2013)
Takaaki Kida, Toshiyuki Kusu, Tetsuya Shimada, Van-Dung Hoang, Thi Minh Chau Tran, Yosuke Tsuchiya, Masahiko Narita, Yuka Kato
A method improving efficiency of remote operation for a virtual campus tour service using robots. ARSO (2013)
Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo
Combining Edge and One-Point RANSAC Algorithm to Estimate Visual Odometry. ICIC (1) (2013)
Van-Dung Hoang, My-Ha Le, Kang-Hyun Jo
Planar motion estimation using omnidirectional camera and laser rangefinder. HSI (2013)
Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo
Fast human detection based on parallelogram haar-like features. IECON (2012)
My Ha Le, Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo
Vehicle Localization Using Omnidirectional Camera with GPS Supporting in Wide Urban Area. ACCV Workshops (1) (2012)
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. ICCCI (1) (2012)