ISLab

International Journal [3 Papers]

2025
[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.
2024
[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 [27 Papers]

2025
[1]	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.
2024
[1]	Jehwan ChoiYoulkyeong 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 ChoiYoulkyeong 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 ChoiDuy-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 ChoiYoulkyeong 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.
2023
[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 and Kang-Hyun Jo, Domain Adaption Semi-Supervised Learning for Vehicle Detection from Drone Image, SICE 2023, Tsu, Japan, Sep 6, 2023.
[3]	Jehwan ChoiSeongbo 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 ChoiSeongbo 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 andKang-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 ChoiKang-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 ChoiYoulkyeong Lee Kang-Hyun Jo, Fast and Light Object Classification from Aerial Drone Image, SII 2023 SII2023, Atlanta, GA, USA, Jan 17, 2023 pp.5.
2022
[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 ChoiKang-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 ChoiTang 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.
2021
[1]	Jehwan ChoiKang-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.

	Graduate School of Electrical Engineering, University of Ulsan
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