Seong-Won Lee

Road damage detection using super-resolution and semi-supervised learning with generative adversarial network

Seungbo Shim, Jin Kim, Seong-Won Lee et al. · Automation in Construction · 2022 · 116 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Artificial Neural Network-Based Automated Crack Detection and Analysis for the Inspection of Concrete Structures

Jung Jin Kim, Ah‐Ram Kim, Seong-Won Lee · Applied Sciences · 2020 · 76 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +20

Multiscale and Adversarial Learning-Based Semi-Supervised Semantic Segmentation Approach for Crack Detection in Concrete Structures

Seungbo Shim, Jin Kim, Gye-Chun Cho et al. · IEEE Access · 2020 · 63 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +20

Road surface damage detection based on hierarchical architecture using lightweight auto-encoder network

Seungbo Shim, Jin Kim, Seong-Won Lee et al. · Automation in Construction · 2021 · 61 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Stereo-vision-based 3D concrete crack detection using adversarial learning with balanced ensemble discriminator networks

Seungbo Shim, Jin Kim, Gye-Chun Cho et al. · Structural Health Monitoring · 2022 · 27 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21