International Journal [7 Papers]
[1] Duy-Linh Nguyen , Muhamad Dwisnanto Putro and Kang-Hyun Jo , Lightweight CNN-Based Driver Eye Status Surveillance for Smart Vehicles , IEEE Transactions on Industrial Informatics, 2023. [2] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Kang-Hyun Jo , Lightweight Convolutional Neural Network for Fire Classification in Surveillance System , IEEE Access, 2023. [3] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Kang-Hyun Jo , Car Detection for Smart Parking Systems Based on Improved YOLOv5 , Vietnam Journal of Computer science, 2023. [1] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Kang-Hyun Jo , Facemask Wearing Alert System Based on Simple Architecture with Low-Computing Devices , IEEE Access, Vol.10, pp.29972-29981, 3 2022. [2] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Kang-Hyun Jo , Driver Behaviors Recognizer based on Light-weight Convolutional Neural Network Architecture and Attention Mechanism , IEEE Access, Vol.10, pp.71019 - 71029, 6 2022. [3] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Kang-Hyun Jo , An Efficient Face Detector on a CPU Using Dual-Camera Sensors for Intelligent Surveillance Systems , IEEE Sensors, Vol.22, No.1, pp.565 - 574, 1 2022. [4] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Kang-Hyun Jo , A Fast CPU Real-time Facial Expression Detector using Sequential Attention Network for Human-robot Interaction , IEEE Transactions on Industrial Informatics, Vol.18, 11 2022.
International Conference [56 Papers]
[1] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Jehwan Choi , Kang-Hyun Jo , Improved Tomato Detector Supporting for Automatic Harvesting Systems , CITA 2024 (Special Session on CV), Hoi An & Danang, Vietnam, Jul 19, 2024. [2] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , Jehwan Choi , Kang-Hyun Jo , Multi-scale Convolutions Meet Group Attention for Dense Prediction Tasks , CITA 2024 (Special Session on CV), Hoi An & Danang, Vietnam, Jul 19, 2024. [3] Jehwan Choi Duy-Linh Nguyen Xuan-Thuy Vo Kang-Hyun Jo , Small Object Detection without Attention for Aerial Surveillance , CITA 2024 (Special Session on CV) CITA 2024, Hoi An & Danang, Vietnam, Jul 19, 2024. [4] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Ashraf Uddin Russo , Kang-Hyun Jo , EMPCNet: Facial Attribute Recognition using Efficient Multi-Perspective Convolution for Human?Robot Interaction , HSI 2024, Paris, France, Jul 8, 2024. [5] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Muhamad Dwisnanto Putro , Kang-Hyun Jo , Fruit Ripeness Detector for Automatic Fruit
Classification Systems , ISIE 2024, Ulsan, Korea, Jun 18, 2024. [6] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Muhamad Dwisnanto Putro , Cao Ge , Kang-Hyun Jo , Simultaneous Facial Age Group and Gender Recognition using Efficient Local-Global Attention Network for Intelligent Advertising , ISIE 2024, Ulsan, Korea, Jun 18, 2024. [7] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , and Kang-Hyun Jo , Reweighting Foveal Visual Representations , ISIE 2024, Ulsan, Korea, Jun 18, 2024. [8] Muhamad Dwisnanto Putro , Adri Priadana , Duy-Linh Nguyen , Kang-Hyun Jo , Lightweight CPU-based Face detection with Efficient Feature Selector in Real-time Applications , ISIE 2024, Ulsan, Korea, Jun 18, 2024. [9] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Kang-Hyun Jo , Minor Object Recognition from Drone Image
Sequence , IW-FCV2024, Tokyo, Japan, Feb 19, 2024. [10] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Kang-Hyun Jo , Human Facial Age Group Recognizer using Assisted Bottleneck Transformer Encoder , IW-FCV2024, Tokyo, Japan, Feb 19, 2024. [11] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , and Kang-Hyun Jo , Bidirectional Local-to-Global Attentions for Visual Representation , IW-FCV2024, Tokyo, Japan, Feb 19, 2024. [1] Adri Priadana , Muhamad Dwisnanto Putro , Jinsu An , Duy-Linh Nguyen , Xuan-Thuy Vo , Kang-Hyun Jo , Facial Attribute Recognition using Lightweight Multi-Label CNN-Transformer Architecture for Intelligent Advertising , IECON 2023, Singapore, Oct 16, 2023. [2] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Kang-Hyun Jo , Vehicle Detector Based on YOLOv5 Architecture
for Traffic Management and Control Systems , IECON 2023, Singapore, Oct 16, 2023. [3] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Kang-Hyun Jo , Simultaneous Person, Face, and Hand Detector Based on Improved YOLOv5 , IWIS2023, Ulsan, Korea, Aug 9, 2023. [4] Adri Priadana , Muhamad Dwisnanto Putro , Jinsu An , Duy-Linh Nguyen , Xuan-Thuy Vo , Kang-Hyun Jo , Gender Recognizer based on Human Face using CNN and Bottleneck Transformer Encoder , IWIS2023, Ulsan, Korea, Aug 9, 2023. [5] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , and Kang-Hyun Jo , Hierarchical Vision Transformers with Shuffled Local Self-Attentions , IWIS2023, Ulsan, Korea, Aug 9, 2023. [6] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Kang-Hyun Jo , Car Detector Based on YOLOv5 for Parking Management , CITA 2023, Danang, Vietnam, Jul 28, 2023. [7] Xuan-Thuy Vo , Jehwan Choi , Duy-Linh Nguyen , Adri Priadana , and Kang-Hyun Jo , Unifying Local and Global Fourier Features for Image Classification , ISIE 2023, Helsinki, Finland, Jun 19, 2023. [8] Adri Priadana , Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Xuan-Thuy Vo , Kang-Hyun Jo , Age Group Recognizer based on Human Face Supporting Smart Digital Advertising Platforms , ISIE 2023, Helsinki, Finland, Jun 19, 2023. [9] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Kang-Hyun Jo , YOLO5PKLot: A Parking Lot Detection Network Based on Improved YOLOv5 for Smart Parking Management System , IW-FCV 2023, Yeosu, South Korea, Feb 20, 2023. [10] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , and Kang-Hyun Jo , Dynamic Circular Convolution for Image Classification , IW-FCV 2023, Yeosu, South Korea, Feb 20, 2023. [11] Adri Priadana , Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Xuan-Thuy Vo , Kang-Hyun Jo , Human Face Detector with Gender Identification by Split-based Inception Block and Regulated Attention Module , IW-FCV 2023, Yeosu, South Korea, Feb 20, 2023. [1] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Adri Priadana , Kang-Hyun Jo , An Efficient Multi-view Facial Expression Classifier Implementing on Edge Device , ACIIDS22, Ho Chi Minh, Viet Nam, Nov 28, 2022. [2] Tran Tien Dat , Xuan-Thuy Vo , Duy-Linh Nguyen , Kang-Hyun Jo , Combination of Deep Learner Network with Transformer for 3D Human Pose Estimation , ICCAS 2022, Busan, Korea, Nov 27, 2022. [3] Xuan-Thuy Vo , Tran Tien Dat , Duy-Linh Nguyen , Adri Priadana , and Kang-Hyun Jo , Balancing Multiple Object Tracking Objectives based on Learned Weighting Factors , MAPR 2022, Phu Quoc Island, Vietnam, Oct 13, 2022. [4] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Xuan-Thuy Vo , Tran Tien Dat , Kang-Hyun Jo , Fire Warning Based on Convolutional Neural Network and Inception Mechanism , MAPR 2022, Phu Quoc Island, Vietnam, Oct 13, 2022. [5] Tran Tien Dat , Xuan-Thuy Vo , Duy-Linh Nguyen , Kang-Hyun Jo , Efficient High-Resolution Network for Human Pose Estimation , IWIS 2022, University of Ulsan, Ulsan, South Korea, Aug 17, 2022. [6] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Xuan-Thuy Vo , Tran Tien Dat , Kang-Hyun Jo , Robust Hand Detection Based on Convolutional Neural Network and Attention Module , IWIS 2022, University of Ulsan, Ulsan, South Korea, Aug 17, 2022. [7] Xuan-Thuy Vo , Tran Tien Dat , Duy-Linh Nguyen , and Kang-Hyun Jo , A Study on Efficient Multi-task Networks for Multiple Object Tracking , IWIS 2022, University of Ulsan, Ulsan, South Korea, Aug 17, 2022. [8] Muhamad Dwisnanto Putro , Adri Priadana , Duy-Linh Nguyen , Kang-Hyun Jo , A Real-time Face Detector on CPU Using Efficient Transformer , IWIS 2022, University of Ulsan, Ulsan, South Korea, Aug 17, 2022. [9] Xuan-Thuy Vo , Tran Tien Dat , Duy-Linh Nguyen , and Kang-Hyun Jo , Multi-level Feature Reweighting and Fusion for Instance Segmentation , INDIN 2022, Perth, Australia, Jul 25, 2022. [10] Muhamad Dwisnanto Putro , Adri Priadana , Duy-Linh Nguyen , Kang-Hyun Jo , A Faster Real-time Face Detector Support Smart Digital Advertising on Low-cost Computing Device , Advanced Intelligent Mechatronics (AIM), Sapporo, Hokkaido, Japan, Jul 11, 2022. [11] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Adri Priadana , Kang-Hyun Jo , Fast Person Detector with Efficient Multi-level Contextual Block for Supporting Assistive Robot , ICPS 2022, University of Warwick in Coventry, United Kingdom, May 24, 2022. [12] Tran Tien Dat , Xuan-Thuy Vo , Duy-Linh Nguyen , Kang-Hyun Jo , High-Resolution Network with Attention Module for Human Pose Estimation , ASCC 2022, Jeju, Korea, May 4, 2022. [13] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Kang-Hyun Jo , A CPU-based Pedestrian Detector using Deep Learning for Intelligent Surveillance Systems , ICIT 2022, Shanghai, China , Mar 27, 2022. [14] Xuan-Thuy Vo , Van-Dung Hoang , Duy-Linh Nguyen , and Kang-Hyun Jo , Pedestrian Head Detection and Tracking via Global Vision Transformer , IW-FCV 2022, Hiroshima, Japan, Feb 21, 2022. [15] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Xuan-Thuy Vo , Kang-Hyun Jo , Convolutional Neural Network Design for Eye Detection under Low-illumination , IW-FCV 2022, Hiroshima, Japan, Feb 21, 2022. [1] Duy-Linh Nguyen Muhamad Dwisnanto Putro Kang-Hyun Jo , Light-weight Convolutional Neural Network for Distracted Driver Classification , IECON 2021, Toronto, Canada, Oct 13, 2021. [2] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Kang-Hyun Jo , Distracted Driver Recognizer with Simple and Efficient Convolutional Neural Network for Real-time System , ICCAS2021, Jeju, Korea, Oct 12, 2021. [3] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Kang-Hyun Jo , A Fast Real-time Facial Expression Classifier Deep Learning-based for Human-robot Interaction , ICCAS2021, Jeju, Korea, Oct 12, 2021. [4] Muhamad Dwisnanto Putro , Duy-Linh Nguyen , Kang-Hyun Jo , Efficient Face Detector Using Spatial Attention Module in Real-Time Application
on an Edge Device , ICIC2021, Shenzhen, Guangdong, China, Aug 12, 2021. [5] Xuan-Thuy Vo , Tran Tien Dat , Duy-Linh Nguyen and Kang-Hyun Jo , Regression-Aware Classification Feature for Pedestrian
Detection and Tracking in Video Surveillance Systems , ICIC2021, Shenzhen, Guangdong, China, Aug 12, 2021. [6] Xuan-Thuy Vo , Tran Tien Dat , Duy-Linh Nguyen , and Kang-Hyun Jo , Dynamic Multi-Loss Weighting for Multiple People Tracking in Video Surveillance Systems , INDIN2021, Palma de Mallorca, Spain, Jul 21, 2021. [7] Duy-Linh Nguyen , Muhamad Dwisnanto Putro , Xuan-Thuy Vo , Kang-Hyun Jo , Triple Detector based on Feature Pyramid Network for License Plate Detection and Recognition System in Unusual Conditions , ISIE 2021, Miyako Messe, Kyoto, Japan, Jun 20, 2021. [8] Duy-Linh Nguyen Muhamad Dwisnanto Putro Kang-Hyun Jo , Eye State Recognizer Using Light-weight Architecture for Drowsiness Warning , ACIIDS 2021, Phuket, Thailand, Apr 7, 2021. [9] Muhamad Dwisnanto Putro ,Duy-Linh Nguyen ,Kang-Hyun Jo , Real-time Multi-view Face Masks Detector on Edge Device For Supporting Service Robots in the COVID-19 Pandemic , ACIIDS 2021, Phuket, Thailand, Apr 7, 2021. [10] Xuan-Thuy Vo , Tran Tien Dat , Duy-Linh Nguyen and Kang-Hyun Jo , Stair-step Feature Pyramid Networks for Object Detection , IW - FCV 2021, Daegu, South Korea, Feb 21, 2021. [11] Tran Tien Dat , Xuan-Thuy Vo , Duy-Linh Nguyen , Kang-Hyun Jo , Effcient Spatial-Attention module for human
pose estimation , IW - FCV 2021, Daegu, South Korea, Feb 21, 2021. [1] Muhamad Dwisnanto Putro ,Duy-Linh Nguyen ,Kang-Hyun Jo , SGCNet: Spatial-Global Context Attention Network for Real-time Facial Expression Recognition , IWIS 2020, Ulsan, Korea, Dec 13, 2020. [2] Duy-Linh Nguyen Muhamad Dwisnanto Putro Kang-Hyun Jo , Proposed Light-weight Convolutional Neural Networks for Real-time Hand Gesture Detector , IWIS 2020, Ulsan, Korea, Dec 13, 2020. [3] Duy-Linh Nguyen Muhamad Dwisnanto Putro Kang-Hyun Jo , Human Eye Detector with Light-weight and Efficient Convolutional Neural Network , ICCCI 2020, Da Nang, Viet Nam, Nov 30, 2020. [4] Duy-Linh Nguyen Muhamad Dwisnanto Putro Kang-Hyun Jo , Eyes Status Detector Based on Light-weight Convolutional Neural Networks supporting for Drowsiness Detection System , IECON 2020, Marina Bay Sands Expo and Convention Centre, Singapore, Oct 18, 2020. [5] Muhamad Dwisnanto Putro ,Duy-Linh Nguyen ,Kang-Hyun Jo , A Dual Attention Module for Real-time Facial Expression Recognition , IECON 2020, Marina Bay Sands Expo and Convention Centre, Singapore, Oct 18, 2020. [6] Duy-Linh Nguyen Muhamad Dwisnanto Putro Kang-Hyun Jo , Hand Detector based on Efficient and Lighweight Convolutional Neural Network , ICCAS 2020, Busan, Korea, Oct 13, 2020. [7] Muhamad Dwisnanto Putro ,Duy-Linh Nguyen ,Kang-Hyun Jo , Fast Eye Detector Using CPU Based Lightweight Convolutional Neural Network , ICCAS 2020, Busan, Korea, Oct 13, 2020. [8] Muhamad Dwisnanto Putro ,Duy-Linh Nguyen ,Kang-Hyun Jo , Lightweight Convolutional Neural Network for Real-Time Face Detector on CPU Supporting Interaction of Service Robot , HSI 2020, Tokyo, Japan, Jun 6, 2020.