Van-Dung Hoang

J. Inf. Telecommun., October, 2024

Improve Breast Cancer Classification Based on Deep Feature Fusion and Hyperparameter Customization Using Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2024

Transformer with MLP-like Approach for Improving Object Detection Efficiency.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Intelligent Systems, 2024

Enhancing Human Pose Estimation with SE-Block in the OmniPose Model.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Human System Interaction, 2024

Improving Skin Lesion Classification based on Fusion Multi-Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Data Science in Cyberspace, 2024

Omni-TransPose: Fusion of OmniPose and Transformer Architecture for Improving Action Detection.

[BibT_eX]

[DOI]

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

V-DETR: Pure Transformer for End-to-End Object Detection.

[BibT_eX]

[DOI]

Dung Nguyen

Van-Tuong-Lan Le

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023

Categorical Weighting Domination for Imbalanced Classification With Skin Cancer in Intelligent Healthcare Systems.

[BibT_eX]

[DOI]

Xuan-Thuy Vo

IEEE Access, 2023

VehiDE Dataset: New dataset for Automatic vehicle damage detection in Car insurance.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Enhancing Brain Tumor Classification Through Customization of the Vision Transformer Learning.

[BibT_eX]

[DOI]

Xuan-Khoa Thai-Hoang

Proceedings of the International Workshop on Intelligent Systems, 2023

Fusion of ViT Technique and Image Filtering in Deep Learning for Plant Pests and Diseases Recognition.

[BibT_eX]

[DOI]

Thanh-An Pham

Proceedings of the International Conference on System Science and Engineering, 2023

Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis.

[BibT_eX]

[DOI]

Thanh-An Pham

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022

Layout-invariant license plate detection and recognition.

[BibT_eX]

[DOI]

Thi-Anh-Loan Trinh

The Anh Pham

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

A feature extraction method for automatic identification of flying targets from radar data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Advanced Communication Technology, 2022

Pedestrian Head Detection and Tracking via Global Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 28th International Workshop, 2022

2021

Rice Leaf Diseases Recognition Based on Deep Learning and Hyperparameters Customization.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021

2020

Meta-analysis of computational methods for breast cancer classification.

[BibT_eX]

[DOI]

Int. J. Intell. Inf. Database Syst., 2020

Hyperparameter Optimization for Improving Recognition Efficiency of an Adaptive Learning System.

[BibT_eX]

[DOI]

Gia Nhu Nguyen

IEEE Access, 2020

Improving Skin-Disease Classification Based on Customized Loss Function Combined With Balanced Mini-Batch Logic and Real-Time Image Augmentation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Realtime Multi-Person Pose Estimation with RCNN and Depthwise Separable Convolution.

[BibT_eX]

[DOI]

Van-Thanh Hoang

Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020

Improving binary skin cancer classification based on best model selection method combined with optimizing full connected layers of Deep CNN.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2020

Hybrid Deep Learning and Data Augmentation for Disease Candidate Extraction.

[BibT_eX]

[DOI]

Van-Thanh Hoang

Proceedings of the Frontiers of Computer Vision - 26th International Workshop, 2020

Currency Recognition Based on Deep Feature Selection and Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

Deep Feature Extraction for Panoramic Image Stitching.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

Scalable local features and hybrid classifiers for improving action recognition.

[BibT_eX]

[DOI]

Van-Huy Pham

J. Intell. Fuzzy Syst., 2019

Vehicle Categorical Recognition for Traffic Monitoring in Intelligent Transportation Systems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

Human Identification Based on Shallow Learning Using Facial Features.

[BibT_eX]

[DOI]

Cong-Hieu Le

The-Anh Pham

Proceedings of the Intelligent Information and Database Systems: Recent Developments, 2019

2018

Action Recognition Based on Sequential 2D-CNN for Surveillance Systems.

[BibT_eX]

[DOI]

Duong-Hung Hoang

Cong-Le Hieu

Proceedings of the IECON 2018, 2018

Pedestrian Action Prediction Based on Deep Features Extraction of Human Posture and Traffic Scene.

[BibT_eX]

[DOI]

Gia Nhu Nguyen

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

Deep CNN and Data Augmentation for Skin Lesion Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

Improving Traffic Signs Recognition Based Region Proposal and Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017

Motion Estimation Based on Two Corresponding Points and Angular Deviation Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2017

Multiple classifier-based spatiotemporal features for living activity prediction.

[BibT_eX]

[DOI]

J. Inf. Telecommun., 2017

An improved method for 3D shape estimation using cascade of neural networks.

[BibT_eX]

[DOI]

Van-Thanh Hoang

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Boosting Discriminative Models for Activity Detection Using Local Feature Descriptors.

[BibT_eX]

[DOI]

Van-Huy Pham

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016

A Simplified Solution to Motion Estimation Using an Omnidirectional Camera and a 2-D LRF Sensor.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2016

Joint components based pedestrian detection in crowded scenes using extended feature descriptors.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Multiscale Car Detection Using Oriented Gradient Feature and Boosting Machine.

[BibT_eX]

[DOI]

Wahyono

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

Accelerative Object Classification Using Cascade Structure for Vision Based Security Monitoring Systems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015

Calibration of Rotating 2D Laser Range Finder Using Circular Path on Plane Constraints.

[BibT_eX]

[DOI]

Laksono Kurnianggoro

Proceedings of the New Trends in Computational Collective Intelligence, 2015

Path planning for autonomous vehicle based on heuristic searching using online images.

[BibT_eX]

[DOI]

Vietnam. J. Comput. Sci., 2015

Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint.

[BibT_eX]

[DOI]

Laksono Kurnianggoro

Comput. Sci. Inf. Syst., 2015

Tracking Failure Detection using Time Reverse Distance Error for Human Tracking.

[BibT_eX]

[DOI]

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera.

[BibT_eX]

[DOI]

Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Combined Motion Estimation and Tracking Control for Autonomous Navigation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

Human Detection from Omnidirectional Camera Using Feature Tracking and Motion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014

Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Path planning and global trajectory tracking control assistance to autonomous vehicle.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Ubiquitous Robots and Ambient Intelligence, 2014

Closed-form solution to 3D points for estimating extrinsic parameters of camera and laser sensor.

[BibT_eX]

[DOI]

Han-Sung Park

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Vision-based heading angle estimation for an autonomous mobile robots navigation.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Local path planning strategy: A practical implementation for versatile distance.

[BibT_eX]

[DOI]

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Smoke detection on roads for autonomous vehicles.

[BibT_eX]

[DOI]

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Fuzzy Logic Guidance Control Systems for Autonomous Navigation Based on Omnidirectional Sensing.

[BibT_eX]

[DOI]

Proceedings of the Modern Advances in Applied Intelligence, 2014

Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

Optimal Partial Rotation Error for Vehicle Motion Estimation Based on Omnidirectional Camera.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Motion Segmentation Using Optical Flow for Pedestrian Detection from Moving Vehicle.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Global path planning for unmanned ground vehicle based on road map images.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Human System Interactions, 2014

Laser based obstacle avoidance strategy for autonomous robot navigation using DBSCAN for versatile distance.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Human System Interactions, 2014

Optimal angular back-projection error for vehicle motion estimation using omnidirectional vision.

[BibT_eX]

[DOI]

Dong-Wook Seo

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2014

Simple and Efficient Method for Calibration of a Camera and 2D Laser Rangefinder.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

Methods for Vanishing Point Estimation by Intersection of Curves from Omnidirectional Image.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

Human Detection from Mobile Omnidirectional Camera Using Ego-Motion Compensated.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

Path Planning for Unmanned Vehicle Motion Based on Road Detection Using Online Road Map and Satellite Image.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Localization estimation based on Extended Kalman filter using multiple sensors.

[BibT_eX]

[DOI]

My-Ha Le

Proceedings of the IECON 2013, 2013

Combining Edge and One-Point RANSAC Algorithm to Estimate Visual Odometry.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013

Vanishing Point Based Image Segmentation and Clustering for Omnidirectional Image.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Technology, 2013

Planar motion estimation using omnidirectional camera and laser rangefinder.

[BibT_eX]

[DOI]

My-Ha Le

Proceedings of the 6th International Conference on Human System Interactions, 2013

Iterative vanishing point estimation based on DBSCAN for omnidirectional image.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Human System Interactions, 2013

A method improving efficiency of remote operation for a virtual campus tour service using robots.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Advanced Robotics and its Social Impacts, 2013

2012

Fast human detection based on parallelogram haar-like features.

[BibT_eX]

[DOI]

Andrey Vavilin

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Robust Human Detection Using Multiple Scale of Cell Based Histogram of Oriented Gradients and AdaBoost Learning.

[BibT_eX]

[DOI]