Jin Yong Kim

Data Augmentation Method by Applying Color Perturbation of Inverse PSNR and Geometric Transformations for Object Recognition Based on Deep Learning

Eun Kyeong Kim, Hansoo Lee, Jin Yong Kim et al. · Applied Sciences · 2020 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Adaptive Data Augmentation to Achieve Noise Robustness and Overcome Data Deficiency for Deep Learning

Eun Kyeong Kim, Jin Yong Kim, Hansoo Lee et al. · Applied Sciences · 2021 · 22 citations · Full text

Overcome Data Deficiency, Convolutional Neural Network, Engineering +19

PM2.5 Concentration Forecasting Using Weighted Bi-LSTM and Random Forest Feature Importance-Based Feature Selection

Baekcheon Kim, Eun Kyeong Kim, Seunghwan Jung et al. · Atmosphere · 2023 · 14 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +18

Global Map Generation using LiDAR and Stereo Camera for Initial Positioning of Mobile Robot

Jong‐Eun Park, Jin Yong Kim, Baekcheon Kim et al. · 2018 · 11 citations

Fault Detection for CNC Machine Tools Using Auto-Associative Kernel Regression Based on Empirical Mode Decomposition

Seunghwan Jung, Minseok Kim, Baekcheon Kim et al. · Processes · 2022 · 11 citations · Full text