Predicting Carbon Dioxide Emissions of Incoming Traffic Flow at Signalized Intersections by Using Image Detector Data

Taekyung Han, Joonho Ko, Daejin Kim, Jonghan Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.6 pp.115-131

DOI:https://doi.org/10.12815/kits.2022.21.6.115 Download PDF Export Citation

Classification and Prediction of Highway Accident Characteristics Using Vehicle Black Box Data

Junhan Cho, Sungjun Lee, Seongmin Park, Juneyoung Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.6 pp.132-145

DOI:https://doi.org/10.12815/kits.2022.21.6.132 Download PDF Export Citation

Development of Mask-RCNN Based Axle Control Violation Detection Method for Enforcement on Overload Trucks

Hyun suk Park, Yong sung Cho, Young Nam Kim, Jin pyung Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.5 pp.57-66

DOI:https://doi.org/10.12815/kits.2022.21.5.57 Download PDF Export Citation

Development of Deterioration Model for Cracks in Asphalt Pavement Using Deep Learning-Based Road Asset Monitoring System

Jeong-Gwon Park, Chang-Hak Kim, Seung-Hyun Choi, Myung-Sik Do

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.5 pp.133-148

DOI:https://doi.org/10.12815/kits.2022.21.5.133 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

Empirical Research on Improving Traffic Cone Considering LiDAR’s Characteristics

Jiyoon Kim, Jisoo Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.5 pp.253-273

DOI:https://doi.org/10.12815/kits.2022.21.5.253 Download PDF Export Citation

Training of a Siamese Network to Build a Tracker without Using Tracking Labels

Jungyu Kang, Yoo-Seung Song, Kyoung-Wook Min, Jeong Dan Choi

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.5 pp.274-286

DOI:https://doi.org/10.12815/kits.2022.21.5.274 Download PDF Export Citation

Detection of Anomaly VMS Messages Using Bi-Directional GPT Networks

Hyo Rim Choi, Seungyoung Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.4 pp.125-144

DOI:https://doi.org/10.12815/kits.2022.21.4.125 Download PDF Export Citation

A Research of Factors Affecting LiDAR’s Detection on Road Signs: Focus on Shape and Height of Road Sign

Ji yoon Kim, Bum jin Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.4 pp.190-211

DOI:https://doi.org/10.12815/kits.2022.21.4.190 Download PDF Export Citation

Application of Deep Learning-based Object Detection and Distance Estimation Algorithms for Driving to Urban Area

Juyeong Seo, Manbok Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.3 pp.83-95

DOI:https://doi.org/10.12815/kits.2022.21.3.83 Download PDF Export Citation

A Study of LiDAR’s Detection Performance Degradation in Fog and Rain Climate

Ji yoon Kim, Bum jin Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.2 pp.101-115

DOI:https://doi.org/10.12815/kits.2022.21.2.101 Download PDF Export Citation

Detecting Vehicles That Are Illegally Driving on Road Shoulders Using Faster R-CNN

MyungJin Go, Minju Park, Jiho Yeo

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.1 pp.105-122

DOI:https://doi.org/10.12815/kits.2022.21.1.105 Download PDF Export Citation

Microscopic Traffic Parameters Estimation from UAV Video Using Multiple Object Tracking of Deep Learning-based

Bokyung Jung, Sunghyuk Seo, Boogi Park, Sanghoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.83-99

DOI:https://doi.org/10.12815/kits.2021.20.5.83 Download PDF Export Citation

Vehicle Localization Method for Lateral Position within Lane Based on Vision and HD Map

Rinara Woo, Dae-Wha Seo

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.186-201

DOI:https://doi.org/10.12815/kits.2021.20.5.186 Download PDF Export Citation

Infrastructure Health Monitoring and Economic Analysis for Road Asset Management : Focused on Sejong City

Seung-Hyun Choi, Jeong-Gwon Park, Myung-Sik Do

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.71-82

DOI:https://doi.org/10.12815/kits.2021.20.4.71 Download PDF Export Citation

Detection Algorithm of Road Damage and Obstacle Based on Joint Deep Learning for Driving Safety

Seungbo Shim, Jae-Jin Jeong

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.2 pp.95-111

DOI:https://doi.org/10.12815/kits.2021.20.2.95 Download PDF Export Citation

Rationality of Passengers’ Route Choice Considering Smart Card Tag Constraints : Focused on Seoul Metropolitan Subway Network

Mee Young Lee, Doohee Nam, Dae Young Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.14-25

DOI:https://doi.org/10.12815/kits.2020.19.6.14 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

Thermal Imagery-based Object Detection Algorithm for Low-Light Level Nighttime Surveillance System

Jeong-Uk Chang, Chi-Ho Lin

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.3 pp.129-136

DOI:https://doi.org/10.12815/kits.2020.19.3.129 Download PDF Export Citation

Comparison Before and After Implementation of Travel Speed in Shoulder-Use Lanes on Expressway

Eunjeong Ko, Sujin Lee, Hyungjoo Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.2 pp.36-47

DOI:https://doi.org/10.12815/kits.2020.19.2.36 Download PDF Export Citation