Education
University of Kyungnam, Changwon City, 51767
Ph.D. in IT Convergence Engineering, Advisor: Sang-Yong Rhee, 2018.03-2022.02.
Thesis: Semantic Segmentation Method that Applies a Long-Term Potentiation Model to a Depth Image to Detect Objects with Similar Colors
University of Kyungnam, Changwon City, 51767
M.S. in IT Convergence Engineering, Advisor: Sang-Yong Rhee, 2016.03-2018.02.
Thesis: Semantic segmentation using trade-off and internal ensemble
University of Kyungnam, Changwon City, 51767
B.S. in Computer Engineering, Advisor: Sang-Yong Rhee, 2009.03-2016.02.
Technical Skills
Programming Skill : C, C++, C#, Java, Web (HTML, CSS, JavaScript, PHP, JSP, ASP), Framework (Spring, Spring boot, laravel, React, React Native, Xamarin, Spark), Go, Python, Rust, Swift, DL Framework (Tensorflow, PyTorch, Keras, MXNet, DeepLearning4j), ROS
Work Experiences
University of Kyungnam, Computer Engineering Lecturer, 2023.03. ~ Present.
University of Kyungnam, Computer Engineering Postdoctoral Fellow, 2022.03. ~ Present.
Research Experiences (Project)
Development and verification of super-large manufacturing AI service specialized for smart green industrial complex manufacturing industry, 2024.05.01. ~ Present.
Gyeongsangnam-do regional intelligent innovation talent training project, 2024.07.01. ~ Present.
AI based system for anomaly detection and predction in CNC machining Processes, 2025.07.01.~2025.12.31.
Electric vehicle fire monitoring system using AIoT technology, 2025.06.01.~2025.11.15.
Ulsan-kyungsangnam-do Regional Innovation Strategy Platform Project (Smart Manufacture ICT), 2020.12.01. ~ 2025.02.28.
High-performance computing support project - Domestic AI NPU Server, 2024.07.01. ~ 2024.12.31.
High-performance computing support project - GPU Server, 2024.09.01. ~ 2024.12.31.
Implementation and Sea Trial of Reinforcement Learning based DWA System for Electric Propulsion USV, 2024.06.01. ~ 2024.12.31.
D.E.S. AI-based real-time prediction system for filter change timing and quality control in process systems, 2024.05.01. ~ 2025.01.31.
Development of a deep learning system to predict temperature/pressure outliers of injection molding machines, 2024.05.01. ~ 2025.01.31.
Design and performance verification of predictive maintenance embedded system for propeller shaft system of electric propulsion unmanned surface vessel, 2024.03.18. ~ 2024.11.30.
Development of LF AVI defective image classification model (2nd), 2024.02.01. ~ 2024.12.31.
Development of quality prediction solution using IoT-based data collection device and AI technology, 2023.09.01. ~ 2024.01.31.
Development of autonomous driving simulation platform for manufacturing environment using digital twin, 2023.06.01. ~ 2024.01.31.
Design and performance verification of artificial intelligence multi-sensor converged electrical propulsion vessel’s path tracking and collision avoidance algorithm, 2023.06.01. ~ 2023.12.31.
Development of LF AVI defective image classification model (1st), 2023.05.01. ~ 2023.12.15.
Development of hybrid self-diagnosis and failure prediction HILS to minimize main engine downtime of autonomous boats, 2023.03.01. ~ 2023.08.31.
Electric propulsion and autonomous navigation retrofit demonstration technology development for unmanned gasoline-powered 20ft aluminum boat (Smart manufacturing engineering), 2022.11.01. ~ 2023.03.31.
Advancement of deep learning-based prediction system for wear prediction and numerical correction of Rotary Index Machine, 2022.08.01. ~ 2023.02.15.
LF (Lead Frame) circuit process AI-based intelligent manufacturing line establishment, 2022.07.15. ~ 2024.02.29.
Humanoid robotic algorithm developed with object detection and autonomous movement, 2021.12.01. ~ 2022.03.15.
Deep learning-based prediction system for predicting tool wear of rotary index machines, 2021.09.16. ~ 2022.03.31.
Deep Learning-based Motion Recognition to Increase Work Efficiency of Workers, 2021.02.03. ~ 2021.04.30.
Video encoding technology for machines, 2021.09.01. ~ 2021.12.31.
Facility operation information collection and deep learning engine development for optimal operation of rotary index machine processing facilities, 2020.12.07. ~ 2021.04.30.
NIPA artificial intelligence high-performance computing resource 2020.02.01. ~ 2021.12.31.
Establishment of next-generation industrial robot ICT challenge lab, 2020.12.01. ~ 2022.04.30.
Recognition of vegetable fruits using deep neural networks, 2020.06.30. ~ 2022.02.28.
Development of sales/production PSI optimization technology based on artificial intelligence prediction to build a smart value chain for the steel industry, 2019.12.01. ~ 2020.12.31.
Machine facility-based SW convergence human resource ecosystem construction (SW membership), 2019.05.01. ~ 2022.12.31.
CAS 500-1/2 Image Acquisition and Utilization Technology Development 2018.06.01. ~ 2019.12.31.
Development of a real-time water management system based on IoT for providing safety to seafood, 2018.04.01. ~ 2019.12.31.
Development of leakage pre-detection and prediction solution for massive plants with sound camera technology, 2017.04.01. ~ 2019.03.31.
Development of marine remote monitoring system for marine life detection and pollution monitoring, 2017.01.01. ~ 2018.12.31.
Implementation of Software-Based Microwave Modules for Next-Generation Broadcasting/Communication Satellite Receiver and its Applications, 2015.05.01. ~ 2017.04.30.
Publications
International Journal
B.-B. Rim, H.-U. Jang, H.-C. Lee, W.-S. Jeon, "Active and Inactive Tuberculosis Classification using Convolution Neural Network with MLP-Mixer, " Bioengineering, vol. 12, no. 6, 2025.
J.-H. Noh, W.-S. Jeon and S.-Y. Rhee, "Object Recognition methodology for Detecting Multiple diseases in musculoskeletal and chest Images of companion animals" International Journal of Fuzzy Logic and Intelligent Systems, vol. 25, no. 2, 2025.
H.-R. Ju, W.-S. Jeon and S.-Y. Rhee, "A Top-N recommendation system for the shortest path to pet tourism in South Korea, International Journal of Fuzzy Logic and Intelligent Systems, vol. 25, no. 1, 2025.
C.-M. Zou, W.-S. Jeon, H.-R. Ju and S.-Y. Rhee, "A Dual-Headed Teacher–Student Framework with an Uncertainty-Guided Mechanism for Semi-Supervised Skin Lesion Segmentation", Electronics, vol. 14, no. 5, 2025.
D.-Y Chen, N. Sun, J.-H. Lee, C.-M. Zou and W.-S. Jeon, “Digital Technology in Cultural Heritage：Construction and Evaluation Methods of an AI-Based Ethnic Music Dataset”, Applied Sciences, vol. 14, no. 23, 2024.
J.-Y. Ding, W.-S. Jeon, S.-Y. Rhee and C.-M. Zou, “An Improved YOLO Detection Approach for Pinpointing Cucumber Diseases and Pests”, CMC-Computers, Materials & Continua, vol. 81, no. 3, 2024.
H.-C. Lee, H.-U. Jang, W.-S. Jeon and S.-J. Choi, “Diagnosis of Tympanic Membrane Disease and Pediatric Hearing using a Convolutional Neural Network models with Multi Layer Perceptrons”, Applied Sciences, vol. 14, no. 13, 2024.
C.-M. Zou, W.-S. Jeon and S.-Y. Rhee, “Research on Multiple Small Target Detection Methodology in Remote Sensing”, Sensors, vol. 24, no. 10, 2024.
J.-Y. Ding, W.-S. Jeon, S.-Y. Rhee and C.-M. Zou, “DM-YOLOv8 : Improved Cucumber Disease and Insect Detection Model based on YOLOV8”, Preprints, 2024.
X.-Z. Hu, W.-S. Jeon and S.-Y. Rhee, “Research on Weed and Crop Identification System using Pixel-Wise Segmentation”, Preprints, 2024.
X.-Z. Hu, W.-S. Jeon, G. Cielniak and S.-Y. Rhee, “ATT-NestedUnet : Sugar Beet and Weed Detection using Semantic Segmentation”, International Journal of Fuzzy Logic and Intelligent Systems, vol 24, no. 1, pp. 1-9, 2024.
W.-S. Jeon and S.-Y. Rhee, “Tool Wear Monitoring System using Seq2Seq”, Machines, vol. 12, no. 3, 2024.
C.-M. Zou, W.-S. Jeon, S.-Y. Rhee and M.-X. Cai, “A Method for Detecting Lightweight Optical Remote Sensing Images Using Improved Yolov5n”, Journal of Multimedia Information System, vol. 10, no. 3, pp.215-226, 2023.
W.-S. Jeon and S.-Y. Rhee, “MPFANet: Semantic Segmentation using Multiple Path Feature Aggregation”, International Journal of Fuzzy Logic and Intelligent Systems, vol. 21, no. 4, pp. 401-408, 2021.
W.-S. Jeon and S.-Y. Rhee, “A Restoration Method of Single Image Super Resolution Using Improved Residual Learning with Squeeze and Excitation Blocks”, International Journal of Fuzzy Logic and Intelligent Systems, vol. 21, no. 3, pp. 222–232, 2021.
H. Choi, H.-J. Lee, H.-J. You, S.-Y. Rhee and W.-S. Jeon, “Comparative analysis of generalized intersection over union and error matrix for vegetation cover classification assessment”, Sensors and Materials, vol. 31, no. 11, pp. 3849–3858, 2019.
W.-S. Jeon, G. Cielniak and S.-Y. Rhee, “Semantic segmentation using trade-off and internal ensemble”, International Journal of Fuzzy Logic and Intelligent Systems, vol. 18, no. 3, pp. 196–203, 2018.
W.-S. Jeon and S.-Y. Rhee, “Fingerprint pattern classification using convolution neural network”, International Journal of Fuzzy Logic and Intelligent Systems, vol. 17, no. 3, pp. 170–176, 2017.
W.-S. Jeon and S.-Y. Rhee, “Plant leaf recognition using a convolution neural network”, International Journal of Fuzzy Logic and Intelligent Systems, vol. 17, no. 1, pp. 26–34, 2017.
International Conference
C.-M. Zou, W.-S. Jeon and S.-Y. Rhee, "Local Overlapping Attentional Selection With VIT for Image Classification in Remote Sensing", International Conference on Electronics, Information, and Communication (ICEIC), IEEE, 2025.
J.-Y. Ding, W.-S. Jeon and S.-Y. Rhee, "EMS-YOLO: A Better Object Detection in Remote Sensing Using Enhanced Multi-Scale YOLO", International Conference on Electronics, Information, and Communication (ICEIC), 2025.
M.-X. Cai, W.-S. Jeon and S.-Y. Rhee, "LW-FastPose : A Lightweight Network for Human Pose Estimation based on Improvements to Fast Pose" International Conference on Electronics, Information, and Communication (ICEIC), IEEE, 2025.
H.-R. Ju, W.-S. Jeon and S.-Y. Rhee, “Anomaly Periods Detection System for Injection Machine using TadGAN”, The 13th International Conference on Smart Media & Applications (SMA), 2024.
W.-S. Jeon and S.-Y. Rhee, "Injection Modeling Machine Anomaly Detection using Sequence Attention LSTM Autoencoder", The 8th International Conference on Sytem Reliability and Safety (ICSRS), 2024.
H.-R. Ju, W.-S. Jeon and S.-Y. Rhee, “A Top-N Recommendation System for Traveling with Companion Animals in Gangwon State, South Korea”, The 13th International Symposium on Advanced Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS & ISIS), 2024.
M.-X. Cai, W.-S. Jeon and S.-Y. Rhee, “Feature Fusion with FastPose for Human Pose Estimation”, The 20th International Conference on Multimedia Information Technology and Applications (MITA), 2024.
W.-S. Jeon, J.-Y. Ding and S.-Y. Rhee, “Detection of Cucumber Disease and Insects using YOLOv8 with Multi-Path in Gabor Filter”, International Conference on Emerging Convergence Technologies (ICECT), 2024.
J.-Y. Ding, W.-S. Jeon and S.-Y. Rhee, “DM-YOLOv8 : Cucumber Disease and Insect Detection using Detailed Multi-Intensity Features”, The 6th International Conference on Artificial Intelligence in Information and Communication (ICAIIC), IEEE, 2024.
C.-M. Zou, W.-S. Jeon and S.-Y. Rhee, “Optical Remote Sensing Image Detection Method using Convolutional Neural Network and ASFF”, The 24th international symposium on advanced intelligent system (ISIS), 2023.
X.-Z. Hu, W.-S. Jeon and S.-Y. Rhee, “ATT-UNet: Pixel-wise Staircase Attention for Weed and Crop Detection”, International Conference on Fuzzy Theory and Its Applications (iFUZZY), IEEE, 2023.
C.-M. Zou, W.-S. Jeon and S.-Y. Rhee, “Design of USV Positioning and Navigation in Unknown District based on DQN”, The 20th World Congress of the International Fuzzy Systems Association (IFSA), 2023.
W.-S. Jeon and S.-Y. Rhee, “An LSTM-based autoencoder for fault diagnosis and outlier detection in production lines”, The 11th International Conference on Information and Education Technology (ICIET), 2023.
W.-S. Jeon, S.-Y. Rhee and J.-H. Kim, “Semantic Segmentation for Satellite Image Analysis”, International Conference on Internet of Things and Convergence (ICIOTC), 2023.
W.-S. Jeon, S.-Y. Rhee and M.-Y. Park, “Leaf Disease Detection for Semantic Segmentation”, The 4th Asia Digital Image Processing Conference (ADIP), 2022.
X.-Z. Hu, W.-S. Jeon and S.-Y. Rhee, “Sugar Beets and Weed Detection using Semantic Segmentation”, International Conference on Fuzzy Theory and Its Applications (iFUZZY), IEEE, 2022.
W.-S. Jeon and S.-Y. Rhee, “LSTM-base tool wear prediction for time series data analysis”, The 11th International Conference on Smart Media & Application (SMA), 2022.
W.-S. Jeon and S.-Y. Rhee, “Borehole Predicted using SMOTE and Random Forest”, The 22nd international symposium on advanced intelligent system (ISIS), 2021.
W.-S. Jeon and S.-Y. Rhee, “Single image super resolution using residual learning”, International Conference on Fuzzy Theory and Its Applications (iFUZZY), IEEE, 2019.
W.-S. Jeon, N.-H. Yoo and S.-Y. Rhee, “Obstacle recognition and avoidance maneuver using a camera of a drone on the sea”, International Conference on Fuzzy Theory and Its Application(iFUZZY), 2018.
W.-S. Jeon and S.-Y. Rhee, “Marine Harmful Organisms Classification using Convolution Neural Networks”, The 10th International Symposium on Advanced Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS & ISIS), 2018.
Domestic Journal (in Korean)
D.-H. Yeo, Y.-S. Choi, Y.-G. Son, B.-H. Kim, W.-S. Jeon and S.-Y. Rhee, "LLM-based Indoor Autonomous Navigation and Guidance system using Pepper Robot", Journal of Korea Institute of Intelligent Systems, 35(3), 2025.
I.-H. Kim and W.-S. Jeon, "Network Traffic Anomaly Detection using Boosting Methodology", Journal of Korea Institute of Information Technology, 23(5), 2025.
W.-S. Jeon, A.-R. Kim, H.-U. Jang and S.-Y. Rhee, “Real-Time Image Segmentation using Edge Information”, Journal of Korea Multimedia Society, 27(6), 2024.
M.-G. Kim, W.-S. Jeon and S.-Y. Rhee, “Artificial Intelligence-based Monitoring Application for Production Line Failure/Predictive Maintenance”, Journal of Korea Institute of Information Technology, 21(10), 2023.
C.-M. Lee, W.-S. Jeon and S.-Y. Rhee, “A Real-time System for Judging Vehicle Loads and Overloaded using Yolo and a Post-Processing algorithm”, Journal of Korea Institute of Intelligent Systems, 33(5), 2023.
J.-H. Noh, W.-S. Jeon and S.-Y. Rhee, “Stroke Diagnosis Early Symptoms Application using Deep Learning and XGBoost”, Journal of Korea Institute of Intelligent Systems, 33(4), 2023.
W.-S. Jeon and S.-Y. Rhee, “Motion Recognition of Workers using Skeleton and LSTM”, Journal of Korea Multimedia Society, 25(4), 2022.
W.-S. Jeon and S.-Y. Rhee, “An Annotation Method of Vegetable Fruits and Leaves using a Depth Map”, Journal of Korea Institute of Intelligent Systems, 31(6), 2021.
D.-I. Bae, W.-S. Jeon, J.-W. Kim, K.-J. Kim, Y.-J. Kim, J.-Y. Park and S.-Y. Rhee, “A Virtual Reality Content for Rural Migrant”, Journal of Korea Institute of Intelligent Systems, 31(2), 2021.
S.-Y. Rhee, W.-S. Jeon and H. Choi, “Analysis of Deep Learning Applicability for Kompsat-3A Satellite Image Classification”, Journal of Korean Society for Geospatial Information Science, 26(4), 2018.
W.-S. Jeon and S.-Y. Rhee, N.-H. Yoo, “Detection of Marine Garbage and Jellyfish Cluster using CNN and Post-processing”, Journal of Korea Institute of Intelligent Systems, 29(1), 2019.
W.-S. Jeon and S.-Y. Rhee, “Detecting Jellyfish from Image of the Remote Marine Surveillance System”, Journal of Korea Institute of Intelligent Systems, 28(1), 2018.
W.-S. Jeon and S.-Y. Rhee, “An Adaptive Fuzzy Binarization”, Journal of Korea Institute of Intelligent Systems, 26(6), 2016.
Domestic Conference (in Korean)
H.-R. Ju, W.-S. Jeon and S.-Y. Rhee, "Time Series Anomaly Detection using Multi Temporal Generative Adversarial Networks", The Conference of the Korea Multimedia Society (KMMS), 28(1), 2025.
H.-R. Ju, W.-S. Jeon and S.-Y. Rhee, "Image Retrieval using CvT with Hashing", 37th Workshop on Image Processing and Image Understanding (IPIU), 2025.
W.-S. Jeon, H.-R. Ju and S.-Y. Rhee, "Anomaly Detection in Injection Modeling Machine using LSTM with Neural ODE", The Korea Institute of Information Scientists and Engineers : The conference of Korea Software Congress (KIISE : KSC), 2024.
D.-H. Yeo, W.-S. Jeon and S.-Y. Rhee, “Indoor Guidance Service System using Pepper Robot with LLM”, The Conference of the Korea Instiute of Intelligent System (KIIS), 34(2), 2024.
H.-R. Ju, D.-H. Yeo, W.-S. Jeon and S.-Y. Rhee, "The Best Companion Animal Tourism Destination Route Recommendation System using EASE", The 5th Korea Artificial Intelligence Conference (KAIC), 2024.
H.-R. Ju, W.-S. Jeon and S.-Y. Rhee, "Top-N Recommendation System using MCMC with VAE", Summer Annual Conference of the Institute of Electronics and Information Engineers (IEIE), 2024.
M.-G. Kim, D.-H. Yeo, W.-S. Jeon, S.-Y. Rhee and G.-K. Lee, "An Autonomous Simulation System for Ship Equipment in the Marine Environment", Korea Institute of Information Technology Summer Conference (KIIT), 2024.
W.-S. Jeon and S.-Y. Rhee, “Anomaly detection of etching line using LSTM-based autoencoder with fuzzy inference”, 36th Workshop on Image Processing and Image Understanding (IPIU), 2024.
C.-M. Lee, D.-H. Yeo, W.-S. Jeon and S.-Y. Rhee, “Analyzing the Possibility of Detecting PCB Defects using Object Detection”, Korea Institute of Information Technology Fall Conference (KIIT), 33(2), 2023.
C.-Y. Lee, W.-S. Jeon and S.-Y. Rhee, “A study of a system for detecting abnormal behavior using YOLO-Pose”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 33(2), 2023.
D.-H. Yeo, W.-S. Jeon and S.-Y. Rhee, “Expiration Date Detection Application using Yolo with OCR”, The 4th Korea Artificial Intelligence Conference (KAIC), 2023.
C.-M. Lee, W.-S. Jeon and S.-Y. Rhee, “Improved Detection in Bad Stowages Truck Post-processing”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 33(1), 2023.
J.-H. Noh, W.-S. Jeon and S.-Y. Rhee, “Object Recognition Methodology to Predict Multiple Diseases in Companion Animal Musculoskeletal System and Chest Image”, 35th Workshop on Image Processing and Image Understanding (IPIU), 2023.
M.-G. Kim, W.-S. Jeon and S.-Y. Rhee, “A Mobile Application based on Artificial Intelligence to Determine Whether the Production Chain is Anomaly and Predictive Maintenance”, The 2022 KIISE Symposium on Ubiquitous Computing and Web Information Technology, 2022.
C.-M. Lee, W.-S. Jeon and S.-Y. Rhee, “Tool Wear Prediction using Sequence to Sequence and Electric Current Data”, The Conference of the Korea Multimedia Society (KMMS), 25(2), 2022.
J.-H. Noh, W.-S. Jeon and S.-Y. Rhee, “Autonomous Driving Patrol Robot for Safety Detection”, The Conference of the Korea Multimedia Society (KMMS), 25(2), 2022.
W.-S. Jeon and S.-Y. Rhee, “The Prediction of Joint Lines using Convolution Neural Network”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 32(2), 2022.
J.-H. Noh, W.-S. Jeon and S.-Y. Rhee, “From X-ray image predict of musculoskeletal disorders in pet using the YOLO model with fuzzy image enhancement”, The 3rd Korea Artificial Intelligence Conference (KAIC), 2022.
J.-H. Noh, W.-S. Jeon and S.-Y. Rhee, “Early Stroke Classification using Deep Learning with XGBoost”, Korea Institute of Information Technology Summer Conference (KIIT), 2022.
W.-S. Jeon and S.-Y. Rhee, “The Predict of Tool Wear using LSTM”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 32(1), 2022.
W.-S. Jeon and S.-Y. Rhee, “Green pepper and leaf recognition method using depth image”, 34th Workshop on Image Processing and Image Understanding (IPIU), 2022.
W.-S. Jeon and S.-Y. Rhee, “Perceptual Semantic Object for RGB-D Semantic Segmentation”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 31(2), 2021.
W.-S. Jeon and S.-Y. Rhee, “Image segmentation using Few shot learning”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 31(1), 2021.
W.-S. Jeon and S.-Y. Rhee, “Semantic segmentation considering RGB and depth image for red pepper fruit recognition”, 33th Workshop on Image Processing and Image Understanding (IPIU), 2021.
W.-S. Jeon and S.-Y. Rhee, “Red Pepper Recognition using Semantic Segmentation”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 30(2), 2020.
J.-S. Bae, W.-S. Jeon and S.-Y. Rhee and Y.-H. Park, “Automatic Parking Tower System using Face Identification”, The Conference of the Korea Multimedia Society (KMMS), 23(2), 2020.
D.-I. Bae, J.-W. Kim, K.-J. Kim, Y.-J. Kim, J.-Y. Park, W.-S. Jeon and S.-Y. Rhee, “Simulation of Horticulture using VR with HMD”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 30(1), 2020.
H.-Y. Jeong, W.-S. Jeon and J.-K. Kim, “An Empirical Study on the Demand Prediction Model of the Artificial Intelligence-Based Power Plant Industry”, Korea Industrial Information Society Summer Conference, 2020.
W.-S. Jeon and S.-Y. Rhee, “Leak pressure classification using acoustic 2D visualization sensor and LSTM”, 31th Workshop on Image Processing and Image Understanding (IPIU), 2019.
J.-S. Bae, J.-W. Kim, D.-I. Bae, C.-M. Lee, S.-Y. Rhee and W.-S. Jeon, “Smart City System based IoT”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 29(2), 2019.
W.-S. Jeon and S.-Y. Rhee, “Inpainting for Finterprint Image using Generative Adversarial Network”, The Conference of the Korean Institute of Intelligent Systems (KIIS), 29(1), 2019.
H.-J. Yoo, J.-W. Jung, W.-S. Jeon and H. Choi, “Analysis of Vegetation Index by Deep Learning Technique uisng Kompsat-3A Image”, Korean Society of Surveying , Geodesy, Photogrammetry, and Carography (KSSGPC), 2019.
W.-S. Jeon, H.-J. You and H. Choi, “Classification of Farmland using Deep Learning and Kompsat-3A Image”, Korean Society for Geospatial Information Science (KSGIS), 2019.
W.-S. Jeon, H.-J. You and H. Choi, “Application of IoU for Classification Accuracy Assessment in Deep Learning Based Vegetation Classification Analysis”, Korean Society of Civil Engineers Conference (KSCEC), 2019.
H. Choi, J.-W. Jung, H.-J. Yoo, W.-S. Jeon and H.-J. Lee, “Applying CNN for discrimination between farm land and bare land in high resolution satellite images”, Korea Society for Remote Sensing (KSRS), 2018.
W.-S. Jeon and S.-Y. Rhee, “Jellyfish and Marine litter Detection using CNN”, The Conference of the Korean Institute of Intelligent Systems (KIIS) 28(2), 2018.
W.-S. Jeon and S.-Y. Rhee, “Semantic Segmentation using Associative Learning”, The Conference of the Korean Institute of Intelligent Systems (KIIS) 27(2), 2017.
W.-S. Jeon and S.-Y. Rhee, “Emotion Recognition using Deep learning”, The Conference of the Korean Institute of Intelligent Systems (KIIS) 27(1), 2017.
W.-S. Jeon and S.-Y. Rhee, “Flow classification of ridges using CNN and preprocessing”, 29th Workshop on Image Processing and Image Understanding (IPIU), 2017.
J.-S. Kim, S.-Y. Rhee, S.-Y. Rhee, J.-Y. Jo and W.-S. Jeon, “Virtual Reality Contents for Social Networking Service”, Advanced Intelligent System Conference (AISC), 2016.
W.-S. Jeon and S.-Y. Rhee, “Flow of Ridge Classification using a Convolution Neural Network”, KIISE Symposium on Ubiquitous Computing and Web Information Technology, 2016.
W.-S. Jeon and S.-Y. Rhee, “Leaf Classification uisng a Convolutional Neural network”, The Conference of the Korean Institute of Intelligent Systems (KIIS) 26(2), 2016.
W.-S. Jeon and S.-Y. Rhee, “Car rear detection using Convolution Neural Network”, The Conference of the Korea Multimedia Society (KMMS) 19(2), 2016.
A.-R. Kim, W.-S. Jeon and S.-Y. Rhee, “The Binarization Algorithm using Adaptive Fuzzy Method”, The Conference of the Korea Multimedia Society (KMMS) 19(1), 2016.
W.-S. Jeon, Y.-C. Lee and S.-Y. Rhee, “The contact angle measurements using the Image Processing”, The Conference of the Korean Institute of Intelligent Systems (KIIS) 26(1), 2016.
Academic Services
Journal Reviewer
International Journal of Fuzzy System (IJFS)
Computer methods in biomechanics and biomedical engineering
MDPI Applied Science, Sensors, Agronomy, Plants, Remote Sensing, Drone, Agriculture, Forest
Journal of Advance in Information Technology (JAIT)
International Journal of Fuzzy Logic and Intelligent Systems (IJFIS)
The Journal of Supercomputing
Signal, Image and Video Processing
Pattern Analysis and Application
Discover Applied Sciences
Scientific Reports (Nature)
IEEE Access, Transactions Geoscience and Remote Sensing, Transactions Image Processing
IEIE Transactions on Smart Processing and Computing
Journal of Institute of Control, Robotics, and Systems
Journal of Korea Institute of Intelligent Systems
Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII)
Conference Reviewer
International Conference on Fuzzy Theory and Its Application (iFuzzy)
International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (SCIS & ISIS)
International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
International Conference on Smart Media and Application (SMA)
International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)
International Conference on Information Networking (ICOIN)
International Conference on Fuzzy Systems and Data Mining (FSDM)
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
Korea Artificial Intelligence Conference (KAIC)
Patents
Sang-Yong Rhee, Wang-Su Jeon, “Car Rear Detection System using Convolutional Neural Network And Method There of”, 2018.
Copyright
Sang-Yong Rhee, Wang-Su Jeon, “Agriculture Annotation Automation Program,” 2021. (Software)
Awards and Honors
Korea Institute of Multimedia Society (KIMS) Best Paper Award (Grand Prize), 2025.
Korea Institute of Information Technology (KIIT) Best Paper Award (Silver Award), 2024.
Ulsan-kyungsangnam-do Regional Innovation Strategy Platform Grand Prize, 2024.
Korea Institute of Information Technology (KIIT) Best Paper Award (Bronze Award), 2023.
International Conference on Fuzzy Theory and Its Applications (iFuzzy) Best Paper Award (Honorable Mention Award), 2023.
The Society of Naval Architects of Korea (SNAK) KABOAT (Korea Autonomous Boat Competition) Autonomous Driving Tournament 1st place, 2023.
The Society of Naval Architects of Korea (SNAK) KABOAT (Korea Autonomous Boat Competition) Participation Prize, 2023.
Korea Institute of Intelligent Systems (KIIS) Best Paper Award, 2023.
Ulsan-kyungsangnam-do Regional Innovation Strategy Platform Participation Prize, 2023.
Korea Institute of Multimedia Society (KIMS) Best Paper Award (Grand Prize), 2022.
The Society of Naval Architects of Korea (SNAK) KABOAT (Korea Autonomous Boat Competition) Participation Prize, 2022.
The Society of Naval Architects of Korea (SNAK) KABOAT (Korea Autonomous Boat Competition) Honorable Mention Prize, 2022.
Korea Institute of Information Technology (KIIT) Best Paper Award (Bronze Award), 2022.
Korea Institute of Intelligent Systems (KIIS) Best Paper Award, 2019.
Korea Institute of Intelligent Systems (KIIS) Best Paper Award, 2018.
National R&D Real Challenge Program Grand Award, 2018.
Korea Institute of Intelligent Systems (KIIS) Best Paper Award, 2018.
Korea Institute of Information Scientists and Engineers (KIISE) Best Paper Award, 2017.
1st Hanma Presentation Contest Prize Participation Prize, 2015.
University of Engineering Entrepreneurship Idea Contest Participation Prize, 2015.
Social Venture Contest Participation Prize, 2014.