Duy-Linh Nguyen

IEEE Trans. Ind. Informatics, March, 2024

2023

Lightweight Convolutional Neural Network for Fire Classification in Surveillance System.

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[DOI]

IEEE Access, 2023

Hierarchical Vision Transformers with Shuffled Local Self-Attentions.

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[DOI]

Proceedings of the International Workshop on Intelligent Systems, 2023

Gender Recognizer Based on Human Face using CNN and Bottleneck Transformer Encoder.

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Proceedings of the International Workshop on Intelligent Systems, 2023

Simultaneous Person, Face, and Hand Detector Based on Improved YOLOv5.

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Proceedings of the International Workshop on Intelligent Systems, 2023

Unifying Local and Global Fourier Features for Image Classification.

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Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Age Group Recognizer based on Human Face Supporting Smart Digital Advertising Platforms.

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Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Facial Attribute Recognition Using Lightweight Multi-Label CNN-Transformer Architecture for Intelligent Advertising.

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Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Vehicle Detector Based on Improved YOLOv5 Architecture for Traffic Management and Control Systems.

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Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Dynamic Circular Convolution for Image Classification.

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Proceedings of the Frontiers of Computer Vision - 29th International Workshop, 2023

Human Face Detector with Gender Identification by Split-Based Inception Block and Regulated Attention Module.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 29th International Workshop, 2023

YOLO5PKLot: A Parking Lot Detection Network Based on Improved YOLOv5 for Smart Parking Management System.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 29th International Workshop, 2023

2022

A Fast CPU Real-Time Facial Expression Detector Using Sequential Attention Network for Human-Robot Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Driver Behaviors Recognizer Based on Light-Weight Convolutional Neural Network Architecture and Attention Mechanism.

[BibT_eX]

[DOI]

IEEE Access, 2022

Facemask Wearing Alert System Based on Simple Architecture With Low-Computing Devices.

[BibT_eX]

[DOI]

IEEE Access, 2022

Simple and Efficient Convolutional Neural Network for Trash Classification.

[BibT_eX]

[DOI]

Binh-Giang Tran

Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering, 2022

Balancing Multiple Object Tracking Objectives based on Learned Weighting Factors.

[BibT_eX]

[DOI]

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

Fire Warning Based on Convolutional Neural Network and Inception Mechanism.

[BibT_eX]

[DOI]

Tien-Dat Tran

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

A Study on Efficient Multi-task Networks for Multiple Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Intelligent Systems, 2022

Efficient High-Resolution Network for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Intelligent Systems, 2022

A Real-time Face Detector on CPU Using Efficient Transformer.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Intelligent Systems, 2022

Robust Hand Detection Based on Convolutional Neural Network and Attention Module.

[BibT_eX]

[DOI]

Tien-Dat Tran

Proceedings of the International Workshop on Intelligent Systems, 2022

Multi-level Feature Reweighting and Fusion for Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

Fast Person Detector with Efficient Multi-level Contextual Block for Supporting Assistive Robot.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

A CPU-based Pedestrian Detector using Deep Learning for Intelligent Surveillance Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2022

Pedestrian Head Detection and Tracking via Global Vision Transformer.

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[DOI]

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

Convolutional Neural Network Design for Eye Detection Under Low-Illumination.

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[DOI]

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

High-Resolution Network with Attention Module for Human Pose Estimation.

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Proceedings of the 13th Asian Control Conference, 2022

A Faster Real-time Face Detector Support Smart Digital Advertising on Low-cost Computing Device.

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[DOI]

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

An Efficient Multi-view Facial Expression Classifier Implementing on Edge Device.

[BibT_eX]

[DOI]

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021

Triple Detector based on Feature Pyramid Network for License Plate Detection and Recognition System in Unusual Conditions.

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[DOI]

Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Dynamic Multi-Loss Weighting for Multiple People Tracking in Video Surveillance Systems.

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Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

Light-weight Convolutional Neural Network for Distracted Driver Classification.

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Proceedings of the IECON 2021, 2021

Regression-Aware Classification Feature for Pedestrian Detection and Tracking in Video Surveillance Systems.

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Proceedings of the Intelligent Computing Theories and Application, 2021

Efficient Face Detector Using Spatial Attention Module in Real-Time Application on an Edge Device.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2021

Stair-Step Feature Pyramid Networks for Object Detection.

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[DOI]

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

Efficient Spatial-Attention Module for Human Pose Estimation.

[BibT_eX]

[DOI]

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

Real-Time Multi-view Face Mask Detector on Edge Device for Supporting Service Robots in the COVID-19 Pandemic.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

Eye State Recognizer Using Light-Weight Architecture for Drowsiness Warning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020

A Dual Attention Module for Real-time Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Eyes Status Detector Based on Light-weight Convolutional Neural Networks supporting for Drowsiness Detection System.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Human Eye Detector with Light-Weight and Efficient Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Collective Intelligence, 2020

Lightweight Convolutional Neural Network for Real-Time Face Detector on CPU Supporting Interaction of Service Robot.

[BibT_eX]

[DOI]