International Journal [3 Papers]
[1] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Jehwan Choi Kang-Hyun Jo , FARVIS: A Facial Attribute Recognizer based on Vision Sensor using Super-Efficient Network Supporting Service Robots , IEEE Sensors, Vol.25, No.12, pp.22696 - 22706, 6 2025. [2] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Jehwan Choi Ashraf Uddin Russo , Kang-Hyun Jo , HFD-YOLO: Improved YOLO Network Using Efficient Attention Modules for Real-Time One-Stage Human Fall Detection , IEEE Access, Vol.13, pp.41248-41258, 3 2025. [1] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Jehwan Choi Kang-Hyun Jo , An Efficient Detector for Automatic Tomato Classification Systems , IEEE Access, 2024.
International Conference [47 Papers]
[1] Duy-Linh Nguyen , Xuan-Thuy Vo , Thi-Kim-Anh Pham , Rahmatullah Arrizal Pranatadesta , Jehwan Choi Kang-Hyun Jo , YOLOv26-Based Marine Debris Detection Using Extended Detection Head and Spatial Channel Attention Module , IWIS 2026, Ulsan, Korea, Aug 9, 2026. [2] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Rahmatullah Arrizal Pranatadesta , Jehwan Choi Kang-Hyun Jo , Efficient One-Stage Fall Detection using Group-based Bottleneck Transformer , IWIS 2026, Ulsan, Korea, Aug 9, 2026. [3] Thi-Kim-Anh Pham , Xuan-Thuy Vo , Duy-Linh Nguyen , Rahmatullah Arrizal Pranatadesta , Jehwan Choi Kang-Hyun Jo , YOLO-World for Aerial Zero-Shot Detection through Alignment and Bottleneck Analysis , IWIS 2026, Ulsan, Korea, Aug 9, 2026. [4] Ngoc-Au Doan , Duy-Linh Nguyen , Jehwan Choi Kang-Hyun Jo , Adaptive Enhancement Scheduler for Real-Time UAV Object Detection under Variable Illumination , IWIS 2026, Ulsan, Korea, Aug 9, 2026. [5] Rahmatullah Arrizal Pranatadesta Duy-Linh Nguyen Adri Priadana Jehwan Choi Kang-Hyun Jo , Context-Aware Dynamic Momentum for Asynchronous Federated Learning
, IWIS 2026, Ulsan, Korea, Aug 9, 2026. [6] Duy-Linh Nguyen , Xuan-Thuy Vo , Thi-Kim-Anh Pham , Rahmatullah Arrizal Pranatadesta , Jehwan Choi Kang-Hyun Jo , YGALPR: High Performance combining YOLO and Gemini for Automatic License Plate Recognition , INDIN 2026, Melbourne, Australia, Jul 27, 2026. [7] Thi-Kim-Anh Pham , Xuan-Thuy Vo , Duy-Linh Nguyen , Rahmatullah Arrizal Pranatadesta , Jehwan Choi Kang-Hyun Jo , YOLO12 Modification using Enhanced Extractor and Efficient Attention for Weld Defect Detection , INDIN 2026, Melbourne, Australia, Jul 27, 2026. [8] Yuhe Wen , Jaeho Jung , Quan Gan , Jehwan Choi Duy-Linh Nguyen , Xuan-Thuy Vo , Kang-Hyun Jo , Doppler-Enhanced Learning-Free Multi-Object Tracking using 4D Radar , ISIE 2026, Nagoya, Japan, Jun 23, 2026 pp.6. [1] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Jehwan Choi Kang-Hyun Jo , Improved YOLOv11 Based on Attention and Extra Head Modules for Dental Disease Detection , IWIS 2025, Ulsan, Korea, Jul 21, 2025. [2] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Cao Ge , Jehwan Choi Kang-Hyun Jo , Improved YOLO11-based Weapon Detection for Security Surveillance System , IWIS 2025, Ulsan, Korea, Jul 21, 2025. [3] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , Jehwan Choi Kang-Hyun Jo , Self-Attention with Spatial Decay Matrix based on Inverse Multiquadric , IWIS 2025, Ulsan, Korea, Jul 21, 2025. [4] Jehwan Choi Minseung Kim Kang-Hyun Jo , Real-time Waste Detection on Edge Device , IWIS 2025, Ulsan, Korea, Jul 21, 2025. [5] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Jehwan Choi Kang-Hyun Jo , Efficient Human Behavior Detector for Vision-based Emergency Evacuation Systems , HSI 2025, Ulsan, Korea, Jul 16, 2025. [6] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Cao Ge , Jehwan Choi Kang-Hyun Jo , Efficiency-Accuracy Trade-Off of Facial Attribute Classifier Supporting Human-Robot Interaction , HSI 2025, Ulsan, Korea, Jul 16, 2025. [7] Youlkyeong Lee ,Jehwan Choi Kang-Hyun Jo , Monte Carlo Dropout based Reliable Random Sampling for Semi-supervised Object Detection , HSI 2025, Ulsan, Korea, Jul 16, 2025. [8] Xuan-Thuy Vo , Duy-Linh Nguyen , Adri Priadana , Jehwan Choi Kang-Hyun Jo , Efficient Multi-scale Spatial Interactions for Visual Recognition Tasks , HSI 2025, Ulsan, Korea, Jul 16, 2025. [9] Jehwan Choi Minseung Kim Kang-Hyun Jo , Waste Detection on Low-light Environment , HSI 2025, Ulsan, Korea, Jul 16, 2025. [10] Kang-Hyun Jo Jehwan Choi Kwanho Kim Seongmin Kim Duy-Linh Nguyen Xuan-Thuy Vo Adri Priadana Tran Tien Dat , Artificial Behavior Intelligence:
Technology, Challenges, and Future Directions , HSI 2025 2025 International Conference on Human System Interaction, Ulsan, Korea, Jul 16, 2025. [11] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Jehwan Choi Kang-Hyun Jo , Real-Time Facial Attribute Classifier using Streamlined Feature Re-calibration Module , ACIIDS 2025, Kitakyushu, Japan, Apr 23, 2025. [12] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Jehwan Choi Kang-Hyun Jo , Vision-based Human Fall Detection with Pre-trained YOLO Models: Comparison and Application , IW-FCV 2025, Seoul, Korea, Feb 10, 2025. [13] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Jehwan Choi Cao Ge , Kang-Hyun Jo , Personal Protective Equipment Detection Based on Improved YOLO11-Nano using Multi-Perspective Attention , IW-FCV 2025, Seoul, Korea, Feb 10, 2025. [1] Jehwan Choi Youlkyeong Lee Kang-Hyun Jo , Efficient Feature Extraction Model for Surveillance
Systems Using Drone Imagery , CyberSciTech 2024 CyberSciTech 2024, Boracay, Malay, Philippines, Nov 5, 2024 pp.5. [2] Youlkyeong Lee ,Jehwan Choi Kang-Hyun Jo , Vehicle Movement Status Network on Drone-Perspective View with Adaptive Adversarial Learning , IECON 2024, Chicago, USA, Nov 3, 2024. [3] Adri Priadana , Duy-Linh Nguyen , Xuan-Thuy Vo , Jehwan Choi Kang-Hyun Jo , Wider Neighborhood-Aware Attention in Improving YOLOv8n for One-Stage Human Fall Detection , IECON 2024, Chicago, USA, Nov 3, 2024. [4] Duy-Linh Nguyen , Xuan-Thuy Vo , Adri Priadana , Jehwan Choi Kang-Hyun Jo , Pothole and Manhole Cover Detection for Road Safety Systems , IECON 2024, Chicago, USA, Nov 3, 2024. [5] Jehwan Choi Youlkyeong Lee Kang-Hyun Jo , Optimized Feature Extraction for Drone
Surveillance Systems via Advanced CNN Models
, IWIS 2024 IWIS 2024, Ulsan, Korea, Aug 28, 2024 pp.4. [6] 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. [7] 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. [8] 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. [9] Jehwan Choi Youlkyeong Lee Kang-Hyun Jo , Efficient Detection Model using Feature Maximizer Convolution for Edge Computing , IW-FCV2024 IW-FCV 2024, Tokyo, Japan, Feb 19, 2024 pp.12. [1] Youlkyeong Lee ,Jehwan Choi Jinsu An ,Kang-Hyun Jo , CSA: Channel-wise Similarity Attention for Vehicle State Classification , IECON 2023, Singapore, Oct 16, 2023. [2] Youlkyeong Lee , Jehwan Choi Kang-Hyun Jo , Domain Adaption Semi-Supervised Learning for Vehicle Detection from Drone Image , SICE 2023, Tsu, Japan, Sep 6, 2023. [3] Jehwan Choi Seongbo Ha Youlkyeong Lee Kang-Hyun Jo , Vehicle Tracking System in Drone Imagery with YOLOv5 and Histogram , SICE 2023 SICE2023, Tsu, Japan, Sep 6, 2023 pp.6. [4] Youlkyeong Lee ,Jehwan Choi Kang-Hyun Jo , DE-VSNet: Dense Efficient Vehicle State Classification Using Drone Traffic Dataset , IWIS2023, Ulsan, Korea, Aug 9, 2023. [5] Jehwan Choi Seongbo Ha Youlkyeong Lee Kang-Hyun Jo , Vehicle Tracking System in Drone Imagery with YOLOv5 and Histogram , IWIS2023 IWIS 2023, Ulsan, Korea, Aug 9, 2023 pp.2. [6] Youlkyeong Lee ,Jehwan Choi Kang-Hyun Jo , VSNet: Vehicle State Classification for Drone Image with Mosaic Augmentation and Soft-label Assignment , ACIIDS 2023, Phuket, Thailand, Jul 24, 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] Youlkyeong Lee ,Seongmin Kim ,Jehwan Choi Kang-Hyun Jo , Vehicle State Classification from Drone Image , ICIT 2023, Orlando FL, USA, Apr 4, 2023. [9] Jehwan Choi Kang-Hyun Jo , DDConv: Dilated Depthwise Convolution with YOLOv5 for Drone Imagery , IW-FCV 2023 IW-FCV 2023, Yeosu, South Korea, Feb 20, 2023 pp.13. [10] Jehwan Choi Youlkyeong Lee Kang-Hyun Jo , Fast and Light Object Classification from Aerial Drone Image , SII 2023 SII2023, Atlanta, GA, USA, Jan 17, 2023 pp.5. [1] Youlkyeong Lee ,Tang Qing ,Jehwan Choi Kang-Hyun Jo , A Simple Vehicle Re-Identification for Unlabeled Drone Flight Images , IECON 2022, Brussels, Belgium, Oct 18, 2022 pp.6. [2] Jehwan Choi Kang-Hyun Jo , Lightweight Bird Eye View Detection Network with Bridge Block Based on YOLOv5 , IWIS 2022 IWIS2022, University of Ulsan, Ulsan, South Korea, Aug 17, 2022 pp.1-4. [3] Youlkyeong Lee ,Tang Qing ,Jehwan Choi Kang-Hyun Jo , Low Computational Vehicle Lane Changing Prediction Using Drone Traffic Dataset , IWIS 2022 2022 International Workshop on Intelligent Systems (IWIS), University of Ulsan, Ulsan, South Korea, Aug 17, 2022 pp.5. [4] Jehwan Choi Tang Qing Kang-Hyun Jo , Soft Pseudo 레이블의 유사도 기반 사람 탐색 연구 , ICROS2022 ICROS2022, Geoje, Korea, Jun 22, 2022 pp.2. [5] Tang Qing , Kang-Hyun Jo , Jehwan Choi 사람 탐색을 위한 Global Pooling 방법 분석 , ICROS2022, Geoje, Korea, Jun 22, 2022. [1] Jehwan Choi Kang-Hyun Jo , Attention Based Object Classification for Drone Imagery , IECON 2021, Toronto, Canada, Oct 13, 2021 pp.4. [2] Jehwan Choi Kang-Hyun Jo , 드론비행영상을 활용한 도로 혼잡도 분석(Road Congestion Analysis using Drone Flight Images) , ICROS2021, Yeo-su, South Korea, Jun 23, 2021.
