Sang-Yum Lee

Prediction and detection of potholes in urban roads: Machine learning and deep learning based image segmentation approaches

Sang-Yum Lee, Tri Ho Minh Le, Yeongmin Kim · Developments in the Built Environment · 2022 · 53 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

A Study of the Application and the Limitations of GPR Investigation on Underground Survey of the Korean Expressways

Ji-Young Rhee, Keontae Park, Jinwoo Cho et al. · Remote Sensing · 2021 · 28 citations · Full text

Highway Pavement, Pavement Engineering, Underground Infrastructure +17

Improving a model for the dynamic modulus of asphalt using the modified harmony search algorithm

Sang-Yum Lee, Sungho Mun · Expert Systems with Applications · 2013 · 21 citations

Highway Pavement, Pavement Engineering, Engineering +2

Identification of Viscoelastic Functions for Hot-Mix Asphalt Mixtures Using a Modified Harmony Search Algorithm

Sungho Mun, Sang-Yum Lee · Journal of Computing in Civil Engineering · 2010 · 21 citations

Geotechnical Engineering, Hot-mix Asphalt Mixtures, Pavement Engineering +9

Management of cavities under flexible pavement road network in metropolitan area: Detection, evaluation, and rehabilitation

Sang-Yum Lee, Jeongjun Park, Byoung Hooi Cho · Developments in the Built Environment · 2022 · 21 citations · Full text

Radar, Geotechnical Engineering, Pavement Engineering +11