Somin Park

Vision-based nonintrusive context documentation for earthmoving productivity simulation

Youngjib Ham, Hyoungkwan Kim, Won-Tae Kim, 2019, Automation in Construction.

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.

Patch-Based Crack Detection in Black Box Images Using Convolutional Neural Networks

Hyoungkwan Kim, Hongjo Kim, Somin Park, 2019, J. Comput. Civ. Eng..

Synthetic data generation using building information models

Somin Park, Hongjo Kim, Yeji Hong, 2021 .