Study on the Minimum Recursive Reflection Performance according to the Color of Road Surface

Eum Han, Jong Ho Kang, Cheong Ho Kim, Sungho Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.37-48

DOI:https://doi.org/10.12815/kits.2020.19.6.37 Download PDF Export Citation

Encoder Type Semantic Segmentation Algorithm Using Multi-scale Learning Type for Road Surface Damage Recognition

Seungbo Shim, Young Eun Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.2 pp.89-103

DOI:https://doi.org/10.12815/kits.2020.19.2.89 Download PDF Export Citation

A Study on the Establishment of Quality Control Standards for Accuracy Improvement of DSRC Traffic Information System

Taehyun Hwang, Insu Won, Jangwoo Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.44-57

DOI:https://doi.org/10.12815/kits.2020.19.1.44 Download PDF Export Citation

Development of Safety Performance Functions and Level of Service of Safety on National Roads Using Traffic Big Data

Kenan Kwon, Sangmin Park, Harim Jeong, Cheolwoo Kwon, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.5 pp.34-48

DOI:https://doi.org/10.12815/kits.2019.18.5.34 Download PDF Export Citation

Road Surface Damage Detection Based on Semi-supervised Learning Using Pseudo Labels

Chanjun Chun, Seung-Ki Ryu

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.4 pp.71-79

DOI:https://doi.org/10.12815/kits.2019.18.4.71 Download PDF Export Citation

Performance Enhancement Algorithm using Supervised Learning based on Background Object Detection for Road Surface Damage Detection

Seungbo Shim, Chanjun Chun, Seung-Ki Ryu

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.3 pp.95-105

DOI:https://doi.org/10.12815/kits.2019.18.3.95 Download PDF Export Citation

A Selection Method of Backbone Network through Multi-Classification Deep Neural Network Evaluation of Road Surface Damage Images

Seungbo Shim, Young Eun Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.3 pp.106-118

DOI:https://doi.org/10.12815/kits.2019.18.3.106 Download PDF Export Citation

Road Surface Damage Detection based on Object Recognition using Fast R-CNN

Seungbo Shim, Chanjun Chun, Seung-Ki Ryu

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.2 pp.104-113

DOI:https://doi.org/10.12815/kits.2019.18.2.104 Download PDF Export Citation

A Study on Performace Evaluation of ITS Detectors using UAV

Tae-Gyung Kang, Si-Bok Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.6 pp.111-120

DOI:https://doi.org/10.12815/kits.2018.17.6.111 Download PDF Export Citation

Estimation of Road Surface Condition during Summer Season Using Machine Learning

jiho Yeo, Jooyoung Lee, Ganghwa Kim, Ki tae Jang

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.6 pp.121-132

DOI:https://doi.org/10.12815/kits.2018.17.6.121 Download PDF Export Citation

Development and Evaluation of Automatic Pothole Detection Using Fully Convolutional Neural Networks

Chanjun Chun, Seungbo Shim, Sungmo Kang, Seung-Ki Ryu

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.5 pp.55-64

DOI:https://doi.org/10.12815/kits.2018.17.5.55 Download PDF Export Citation

A Study on the Permission Method of Personal Mobility Device (PMD) on Sidewalk

Youngmin Kim, Jisoo Kim, Byeongsup Moon

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.5 pp.88-99

DOI:https://doi.org/10.12815/kits.2018.17.5.88 Download PDF Export Citation

A Study for Development of Expressway Traffic Accident Prediction Model Using Deep Learning

Jong-Deug Rye, Sangmin Park, Sungho Park, Cheolwoo Kwon, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.4 pp.14-25

DOI:https://doi.org/10.12815/kits.2018.17.4.14 Download PDF Export Citation

Study of the Operation of Actuated signal control Based on Vehicle Queue Length estimated by Deep Learning

Lee Yong-Ju, Sim Min-Kyung, Kim Yong-Man, Lee Sang-Su, Lee Choul-Ki

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.4 pp.54-62

DOI:https://doi.org/10.12815/kits.2018.17.4.54 Download PDF Export Citation

The Research on Location Monitoring Device using Exploratory Spatial Data Analysis

Joo Hwan Kim, Doohee Nam, Jum Lae Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.4 pp.124-137

DOI:https://doi.org/10.12815/kits.2018.17.4.124 Download PDF Export Citation

Impulsive Noise Mitigation Scheme Based on Deep Learning

Young Ghyu Sun, Yu Min Hwang, Issac Sim, Jin Young Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.4 pp.138-149

DOI:https://doi.org/10.12815/kits.2018.17.4.138 Download PDF Export Citation

Importance-Performance Analysis for Improving Demand Response Transport(DRT) System

Tae Youn Jang, Jun Sung Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.3 pp.46-58

DOI:https://doi.org/10.12815/kits.2018.17.3.46 Download PDF Export Citation

An Efficient Inter-Cell Interference Mitigation Scheme for Proximity Service in Cellular Networks

Cha-Ju Kim, Sang-Won Min

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.1 pp.100-113

DOI:https://doi.org/10.12815/kits.2018.17.1.100 Download PDF Export Citation

Walking Environment Survey for Development of Specification on Personal Mobility (PM) Device for Elderly

Youngmin Kim, Jisoo Kim, Byeongsup Moon

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.6 pp.156-168

DOI:https://doi.org/10.12815/kits.2017.16.6.156 Download PDF Export Citation

A Study on Ergonomic Traffic Sign focused on Spatial Compatibility

Heung Gweon Sin, Doohee Nam

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.2 pp.83-91

DOI:https://doi.org/10.12815/kits.2017.16.2.83 Download PDF Export Citation