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. [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. [1] Muhamad Dwisnanto Putro , Kang-Hyun Jo , High Performance and Efficient Real-time Face Detector on CPU Based on Convolutional Neural Network , IEEE Transactions on Industrial Informatics, 2020.
International Conference [44 Papers]
[1] 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. [2] 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. [3] 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. [1] Muhamad Dwisnanto Putro , Adri Priadana , Jinsu An , Kang-Hyun Jo , A Slim Convolutional Neural Network for Low-cost Masked Facial Expression Classifier , ICCAS 2023, Yeosu, Korea, Oct 17, 2023. [2] 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. [3] Jinsu An Muhamad Dwisnanto Putro Adri Priadana Youlkyeong Lee Junmyeong Kim Kang-Hyun Jo , YOLOv5 with Combination of Coordinate Attention and CBAM for Object Detection on Drone , IECON 2023, Singapore, Oct 16, 2023 pp.7. [4] Jinsu An Muhamad Dwisnanto Putro Adri Priadana Youlkyeong Lee Junmyeong Kim Kang-Hyun Jo , YOLOv5 with Dual Attention Network for Object Detection on Drone , IWIS2023, Ulsan, Korea, Aug 9, 2023 pp.6. [5] 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. [6] Jinsu An Muhamad Dwisnanto Putro Adri Priadana Junmyeong Kim Kang-Hyun Jo , Efficient Multi-Receptive Pooling YOLOv5 with Coordinate Attention Module for Object Detection on Drone , ISIE 2023, Helsinki, Finland, Jun 19, 2023 pp.7. [7] 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. [8] Jinsu An Muhamad Dwisnanto Putro Adri Priadana Kang-Hyun Jo , Improved YOLOv5 Network with CBAM for Object Detection Vision Drone , ICIT 2023, Orlando FL, USA, Apr 4, 2023. [9] 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. [10] Jinsu An Muhamad Dwisnanto Putro Adri Priadana Kang-Hyun Jo , Efficient Multi-Receptive Pooling for Object Detection on Drone , IW-FCV 2023, Yeosu, South Korea, Feb 20, 2023 pp.12. [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] Adri Priadana , Muhamad Dwisnanto Putro , Xuan-Thuy Vo , Kang-Hyun Jo , A Facial Gender Detector on CPU using Multi-dilated Convolution with Attention Modules , ICCAS 2022, Busan, Korea, Nov 27, 2022. [3] Adri Priadana , Muhamad Dwisnanto Putro , Xuan-Thuy Vo , Kang-Hyun Jo , An Efficient Face-based Age Group Detector on a CPU using Two Perspective Convolution with Attention Modules , 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] Adri Priadana , Muhamad Dwisnanto Putro , Changhyun Jeong , Kang-Hyun Jo , A Fast Real-time Face Gender Detector on CPU using Superficial Network with Attention Modules , 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] 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. [8] 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. [9] 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. [10] Adri Priadana , Muhamad Dwisnanto Putro , Kang-Hyun Jo , An Efficient Face Gender Detector on a CPU with Multi-Perspective Convolution , ASCC 2022, Jeju, Korea, May 4, 2022. [11] 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. [12] 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] 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. [6] 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. [7] 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. [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 , Kang-Hyun Jo , Fast Face-CPU: A Real-time Fast Face Detector on CPU Using Deep Learning , ISIE 2020, Delft, Netherland, Jun 17, 2020. [9] 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. [1] Muhamad Dwisnanto Putro , Wahyono , Kang-Hyun Jo , Multiple Layered Deep Learning Based Real-time Face Detection , ICST 2019, Yogyakarta, Indonesia, Jul 30, 2019 pp.4. [2] Muhamad Dwisnanto Putro and Kang-Hyun Jo , Real-time Multiple Face Tracking with Moving Camera for Support Service Robot , ACIIDS 2019 ACIIDS 2019, Yogyakarta, Indonesia, Apr 8, 2019. [1] Muhamad Dwisnanto Putro Kang-Hyun Jo , Real-time Face Tracking for Human-Robot Interaction , ICT Robot 2018 2018 International Conference on Information and Communication Technology Robotics (ICT-ROBOT), Busan, Korea, Sep 6, 2018 pp.4.