A Study on Estimating the Crossing Speed of Mobility Handicapped for the Activation of the Smart Crossing System

Hyung Kyu Kim, Sang Cheal Byun, Yeo Hwan Yoon, Jae Seok Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.6 pp.87-96

DOI:https://doi.org/10.12815/kits.2022.21.6.87 Download PDF Export Citation

CycleGAN Based Translation Method between Asphalt and Concrete Crack Images for Data Augmentation

Seungbo Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.5 pp.171-182

DOI:https://doi.org/10.12815/kits.2022.21.5.171 Download PDF Export Citation

Analysis of Incident Impact Factors and Development of SMOGN-DNN Model for Prediction of Incident Clearance Time

Gyu Ri Yun, Sang Hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.46-56

DOI:https://doi.org/10.12815/kits.2021.20.4.46 Download PDF Export Citation

Speed Prediction of Urban Freeway Using LSTM and CNN-LSTM Neural Network

Boogi Park, Sang hoon Bae, Bokyung Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.86-99

DOI:https://doi.org/10.12815/kits.2021.20.1.86 Download PDF Export Citation

A Study on Lane Detection Based on Split-Attention Backbone Network

In seo Song, Seon woo Lee, Jang woo Kwon, Jong hoon Won

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.178-188

DOI:https://doi.org/10.12815/kits.2020.19.5.178 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 Estimating the Transfer Time of Transit Users Using Deep Neural Network Models

Gyeongjae Lee, Sujae Kim, Hyungtaek Moon, Jaeyoon Han, Sangho Choo

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.32-43

DOI:https://doi.org/10.12815/kits.2020.19.1.32 Download PDF Export Citation

Development of V2I2V Communication-based Collision Prevention Support Service Using Artificial Neural Network

Sehyun Tak, Kyeongpyo Kang, Donghoun Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.5 pp.126-141

DOI:https://doi.org/10.12815/kits.2019.18.5.126 Download PDF Export Citation

Prediction of Traffic Congestion in Seoul by Deep Neural Network

Dong Hyun Kim, Kee Yeon Hwang, Young Yoon

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.4 pp.44-57

DOI:https://doi.org/10.12815/kits.2019.18.4.44 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

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

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

A Study on Improvement of Dynamic Object Detection using Dense Grid Model and Anchor Model

Borin Yun, Sun Woo Lee, Ho Kyung Choi, Sangmin Lee, Jang Woo Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.3 pp.98-110

DOI:https://doi.org/10.12815/kits.2018.17.3.98 Download PDF Export Citation

Traffic Congestion Estimation by Adopting Recurrent Neural Network

Hee jin Jung, Jin su Yoon, Sang hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.6 pp.67-78

DOI:https://doi.org/10.12815/kits.2017.16.6.67 Download PDF Export Citation

Incident Detection for Urban Arterial Road by Adopting Car Navigation Data

Tae-uk Kim, Sang-hoon Bae, Heejin Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.13 No.4 pp.1-11

DOI:https://doi.org/10.12815/kits.2014.13.4.001 Download PDF Export Citation

Context-aware Recommendation System for Water Resources Distribution in Smart Water Grids

Qinghai Yang, Kyung Sup Kwak

Journal of Korean Society of Intelligent Transport Systems :: Vol.13 No.2 pp.80-89

DOI:https://doi.org/10.12815/kits.2014.13.2.080 Download PDF Export Citation

Prediction of Speed by Rain Intensity using Road Weather Information System and Vehicle Detection System data

Eunbi Jeong, Cheol Oh, Sungmin Hong

Journal of Korean Society of Intelligent Transport Systems :: Vol.12 No.4 pp.44-55

DOI:https://doi.org/10.12815/kits.2013.12.4.044 Download PDF Export Citation