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Career

· Professor, Dankook University2023–
· Visiting Researcher, UC Irvine2018–2019
· Associate Professor, Dankook University2017–2023
· Assistant Professor, Dankook University2011–2017
· Senior Researcher, Samsung Electronics2010–2011
· Doctor of Philosophy (Ph.D.), Electrical and Electronics Engineering, Yonsei University2005–2010
· Researcher, samsung Electromechanics2002–2005
· Master of Science (M.S.), electrical engineering, Yonsei University1997–1999
· Bachelor's degree, electrical engineering, Yonsei University1993–1997

Publications (21)

Automatic Pest Counting from Pheromone Trap Images Using Deep Learning Object Detectors for Matsucoccus thunbergianae Monitoring
Insects · 2021
51
cited
Application of ensemble neural-network method to integrated sugar content prediction model for citrus fruit using Vis/NIR spectroscopy.
Journal of Food Engineering · 2022
50
cited
Moth Detection from Pheromone Trap Images Using Deep Learning Object Detectors
Agriculture · 2020
48
cited
EnergyBugs: energy harvesting wearables for children
International Conference on Human Factors in Computing Systems · 2014
31
cited
Application of amodal segmentation on cucumber segmentation and occlusion recovery
Computers and Electronics in Agriculture · 2023
29
cited
Nondestructive Prediction of Pepper Seed Viability Using Single and Fusion Information of Hyperspectral and X-ray Images
Sensors and Actuators A: Physical · 2022
25
cited
Nondestructive Freshness Evaluation of Mackerel Fish using Vis/NIR Hyperspectral Imaging and Multivariate Analysis
Journal of Food Engineering · 2024
24
cited
CNN-based object detection and growth estimation of plum fruit (Prunus mume) using RGB and depth imaging techniques
Scientific Reports · 2022
23
cited
Calibration and Image Processing of Aerial Thermal Image for UAV Application in Crop Water Stress Estimation
J. Sensors · 2021
17
cited
Design, Fabrication, and Performance Evaluation of Portable and Large-Area Blackbody System
Italian National Conference on Sensors · 2020
12
cited
Neural Network Based Prediction of Soluble Solids Concentrationin Oriental Melon Using VIS/NIR Spectroscopy
Applied Engineering in Agriculture · 2021
12
cited
Potent therapeutic targets for treatment of Alzheimer's disease: Amyloid degrading enzymes
Bulletin of the Korean Chemical Society · 2021
10
cited
Time-series prediction of onion quality changes in cold storage based on long short-term memory networks
Postharvest Biology and Technology · 2024
9
cited
Evento 360: Social Event Discovery from Web-scale Multimedia Collection
ACM Multimedia · 2015
7
cited
Nondestructive Prediction of Rice Seed Viability Using Spectral and Spatial Information Modeling of Visible–Near Infrared Hyperspectral Images
Journal of the ASABE · 2022
6
cited
Quality Estimation of Net Packaged Onions during Storage Periods using Machine Learning Techniques
KOREAN JOURNAL OF PACKAGING SCIENCE AND TECHNOLOGY · 2022
1
cited
X-ray Imaging Assessment of Internal Seed Morphology as a Nondestructive Viability Prediction for Triploid Watermelon Seeds
Journal of the ASABE · 2023
1
cited
Advanced 3D Depth Imaging Techniques for Morphometric Analysis of Detected On-Tree Apples Based on AI Technology
Agriculture · 2025
A Shine Muscat Grape Berry Detection and Grape Cluster Compactness Estimation for Assessment of Grape Quality Based on Instance Segmentation Methods
Journal of the ASABE · 2023
Determination of optimal harvest timing for field-grown apple fruits using hyperspectral imaging technology
Defense + Commercial Sensing · 2024
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