Gyogwon Koo

Automated defect inspection system for metal surfaces based on deep learning and data augmentation

Jong Pil Yun, WooSang Shin, Gyogwon Koo et al. · Journal of Manufacturing Systems · 2020 · 248 citations

Data Augmentation, Convolutional Neural Network, Machine Vision +10

Wearable Device-Based System to Monitor a Driver’s Stress, Fatigue, and Drowsiness

Minho Choi, Gyogwon Koo, Minseok Seo et al. · IEEE Transactions on Instrumentation and Measurement · 2017 · 169 citations

Wearable System, Engineering, Biometrics +20

Attention Recurrent Neural Network-Based Severity Estimation Method for Interturn Short-Circuit Fault in Permanent Magnet Synchronous Machines

Hojin Lee, Hyeyun Jeong, Gyogwon Koo et al. · IEEE Transactions on Industrial Electronics · 2020 · 140 citations

Fault Diagnosis, Reliability Engineering, Engineering +12

Detection of Internal Short Circuit in Lithium Ion Battery Using Model-Based Switching Model Method

Minhwan Seo, Taedong Goh, Minjun Park et al. · Energies · 2017 · 70 citations · Full text

Electric Battery, Electrical Engineering, Engineering +13

Mean-Square Deviation Analysis of Multiband-Structured Subband Adaptive Filter Algorithm

Jae Jin Jeong, Seung Hun Kim, Gyogwon Koo et al. · IEEE Transactions on Signal Processing · 2015 · 56 citations

Adaptive Filter, Engineering, Filtering Technique +11