Seongdeok Bang

Encoder–decoder network for pixel‐level road crack detection in black‐box images

Seongdeok Bang, Somin Park, Hongjo Kim · Computer-Aided Civil and Infrastructure Engineering · 2019 · 413 citations

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

Somin Park, Seongdeok Bang, Hongjo Kim · Journal of Computing in Civil Engineering · 2019 · 136 citations

Patch-based Crack Detection, Convolutional Neural Network, Deep Neural Networks +15

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

UAV-based automatic generation of high-resolution panorama at a construction site with a focus on preprocessing for image stitching

Seongdeok Bang, Hongjo Kim · Automation in Construction · 2017 · 107 citations

Geometric Modeling, Machine Vision, Image Analysis +12

Context-based information generation for managing UAV-acquired data using image captioning

Seongdeok Bang, Hyoungkwan Kim · Automation in Construction · 2020 · 58 citations

Image Analysis, Aerial Robotics, Data Science +9