Francis Baek

Data Augmentation Using Adversarial Training for Construction-Equipment Classification pdf

Hyoungkwan Kim, Somin Park, Francis Baek, 2019, ArXiv.

An Image Augmentation Method for Detecting Construction Resources Using Convolutional Neural Network and UAV Images

Wontae Kim, Somin Park, Seongdeok Bang, 2019 .

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

Hyoungkwan Kim, Wontae Kim, Somin Park, 2020 .

Deep Learning-based Vehicle Image Matching for Flooding Damage Estimation

Hyoungkwan Kim, Somin Park, Francis Baek, 2019, Proceedings of the Creative Construction Conference 2019.

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

Hyoungkwan Kim, Francis Baek, Inhae Ha, 2019, Automation in Construction.