Francis Baek

Augmented reality system for facility management using image-based indoor localization

Francis Baek, Inhae Ha, Hyoungkwan Kim · Automation in Construction · 2018 · 152 citations

Engineering, Location Awareness, Augmented Reality Game +7

Image augmentation to improve construction resource detection using generative adversarial networks, cut-and-paste, and image transformation techniques

Seongdeok Bang, Francis Baek, Somin Park et al. · Automation in Construction · 2020 · 109 citations

Image Augmentation, Data Augmentation, Machine Vision +11

Computer Vision–Based Estimation of Flood Depth in Flooded-Vehicle Images

Somin Park, Francis Baek, Jiu Sohn et al. · Journal of Computing in Civil Engineering · 2020 · 46 citations

Rendered Image, Image Classification, Convolutional Neural Network +15

Conditional Generative Adversarial Networks with Adversarial Attack and Defense for Generative Data Augmentation

Francis Baek, Daeho Kim, Somin Park et al. · Journal of Computing in Civil Engineering · 2022 · 30 citations

Effect of human emotional responses on human-robot team pty in construction

Francis Baek, Daeho Kim, Gaang Lee et al. · Automation in Construction · 2024 · 11 citations