Grand ICT Research Center(Distribution Data Analysis using BlockChain Algorithm), Supported by IITP, Korea, July 2020 ~ Present.

Development of AI-based Multimodal Advanced Materials Analysis and New Material Generation Models, Supported by Sunchon National University, Korea, Jun. 2024 ~ Present.

Study on Early Warning Prediction and Control Technology for Cucumber Powdery Mildew Using Artificial Intelligence Ensemble Technique, Supported by Sunchon National University, Korea, Jun. 2024 ~ Present.

Research on The Development of a Channel and Spatial Information Attention Module to Improve Deep Learning-based Semantic Segmentation Performance, Supported by Sunchon National University, Korea, Jul. 2024 ~ Present.

Development of Multifunctional Vision Multi-task Technology Utilizing Federated Reinforcement Learning, Supported by national research foundation of korea, Korea, Aug. 2024 ~ Present.

A Study on Algorithm for Extraction and Correction of Data Outlier and Leak Scope based on Reinforcement Learning and Maximum Likelihood, Supported by national research foundation of korea, Korea, June 2021 ~ Mar. 2024.

Development of Big-data Platform for Autonomous Smart Greenhouse Production Environment Management Based on Artificial Intelligence, Supported by Kosfarm, Korea, Apr. 2021 ~ Feb. 2024.

A Study on Artificial Intelligence Method based on Machine Learning for Data Analysis and Prediction in lack of Data Environment, Supported by national research foundation of korea, Korea, Mar. 2019 ~ Feb. 2022. 

A Novel on Correction Algorithm for Error Rate Minimization of Prediction Scope in Data Leak Environment, Supported by Andong National University, Korea, Apr. 2020 ~ Feb. 2021.

A.L. Node Development-Security Screening : Video Analytics for Detecting Storage Media Based On X-ray Images, Supported by TNM Tech., Korea, June 2020 ~Oct. 2020.

A Novel on Bloack Chain of Smart Contract for Public Data and Public Service, Supported by Youngsan University, Korea, Sep. 2019 ~ Feb. 2020.

A Novel on Analysis Model using CNN Algorithm on Deep Learning for Disease Automatic Distinction, Supported by Youngsan University, Korea, Sep. 2019 ~ Feb. 2020.

Optimum K-means Algorithm based on Automatic Method for Real Time Big Data Analysis, Supported by national research foundation of korea, Korea, June 2017 ~ May 2020.

Design and Implementation of Android App UI & UX, Supported by Dream Tech., Korea, June 2019 ~ Aug. 2019.

PKM Algorithm Method for Analysis Cost and Outlier Decrease using density Big data Distribution Environment, Supported by national research foundation of korea, Korea, Sep. 2018 ~ Feb. 2019.

Apparatus for Remote Sensing Semantic Segmentation Using Visual State Space Models Based on Shifted Window Scanning(10-2026-0018145), Korea, 2026.01.29

Apparatus for Facial Image Synthesis Using a Selective Differential Privacy Diffusion Model for Sensitive Regions(10-2026-0018149), Korea, 2026.01.29

System for Diffusion-based Sequential Recommendation with Dual-stream Fusion Transformer(10-2026-0018673), Korea, 2026.01.29

A Reconstructed Convolutional Neural Network Using Conditional Min Pooling and Method thereof(10-2875528), Korea, 2025.10.20

Apparatus for synthesizing super-resolution images using a GAN model(10-2025-0102966), Korea, 2025.07.29

RE-STRUCTURALIZED CONVOLUTIONAL NEURAL NETWORK SYSTEM USING CMP AND OPERATION METHOD THEREOF(2023106870), PCT, 2023.06.15

A Smart Farm Farming Data Conversion System Using Optical Character Recognition Model Based On Artificial Intelligence(10-2654311), Korea, 2024.03.29

System for Estimating of Crop Growth Stage and Driving method(10-2641356), Korea, 2024.02.22

A System for Determining the Growth Stage of Fruit Tree Using a Deep Learning-Based Object Detection Model(102598012), Korea, 2023.10.31

System for Detecting Pests of Shiitake Mushrooms(10-2393265), Korea, 2022.04.27

Augmented Reality system for advertising platform based image analysis(10-2232408), Korea, 2021.03.22

Smart-operated vehicle and its monitoring system(10-2194911), Korea, 2020.12.18

Wearable Device, Processing System and Method for Cosmetic Information using the same(10-2100494), Korea, 2020.04.07

Parabolic solar heat collection device based on solar light tracking and monitoring system for the same(10-1792748), Korea, 2017.10.26

A multipurpose function electronic measurement reference station system(10-1486652), Korea, 2015.01.20

Circular water culture system using light emitting diode light source(10-1349648), Korea, 2014.01.03

The Management System and Method for Vehicle Customers(10-1348951), Korea, 2014.01.02

Sensor module for underground water, management system using the same and monitering method for the status of underground water(10-1211566), Korea, 2012.12.06