A Study on Detecting Abnormal Air Quality Data Related to Vehicle Emissions Using a Deep Learning Model

Jungmu Choi,Jangwoo Kwon,Junpyo Lee,Sunwoo Lee,Park Jung Min,Shin Hye Jung,An Chan Jung,Kang Soyoung

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.261-273

DOI:https://doi.org/10.12815/kits.2024.23.5.261 Download PDF Export Citation

A Study on Selection of Bicycle Road Hazard Detection Elements For Mobile IoT Sensor Device Operation

Woochul Choi, Bong-Joo Jang, Sun-Kyum Kim, Intaek Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.4 pp.37-53

DOI:https://doi.org/10.12815/kits.2024.23.4.37 Download PDF Export Citation

A Study on the Density Analysis of Multi-objects Using Drone Imaging

WonSeok Jang, HyunSu Kim, JinMan Park, MiSeon Han, SeongChae Baek, JeJin Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.2 pp.69-78

DOI:https://doi.org/10.12815/kits.2024.23.2.69 Download PDF Export Citation

Precision Evaluation of Expressway Incident Detection Based on Dash Cam

Sanggi Nam, Younshik Chung

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.114-123

DOI:https://doi.org/10.12815/kits.2023.22.6.114 Download PDF Export Citation

Analysis of Traffic Safety Effectiveness of Vehicle Seat-belt Wearing Detection System

Ji won Park, Su bin Park, Sang cheol Kang, Cheol Oh

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.5 pp.53-73

DOI:https://doi.org/10.12815/kits.2023.22.5.53 Download PDF Export Citation

An Empirical Study on Development of Traffic Safety Facilities for Safe Autonomous Vehicle Operation in Construction Areas

Jiyoon Kim, Jisoo Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.5 pp.163-181

DOI:https://doi.org/10.12815/kits.2023.22.5.163 Download PDF Export Citation

Development of a Emergency Situation Detection Algorithm Using a Vehicle Dash Cam

Sanghyun Lee, Jinyoung Kim, Jongmin Noh, Hwanpil Lee, Soomok Lee, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.4 pp.97-113

DOI:https://doi.org/10.12815/kits.2023.22.4.97 Download PDF Export Citation

Estimation of Incident Detection Time on Expressways Based on Market Penetration Rate of Connected Vehicles

Sanggi Nam, Younshik Chung, Hoekyoung Kim, Wonggil Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.3 pp.38-50

DOI:https://doi.org/10.12815/kits.2023.22.3.38 Download PDF Export Citation

Development of a Fault Detection Algorithm for Multi-Autonomous Driving Perception Sensors Based on FIR Filters

Jae-lee Kim, Man-bok Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.3 pp.175-189

DOI:https://doi.org/10.12815/kits.2023.22.3.175 Download PDF Export Citation

Time Series Modeling Pipeline for Urban Behavioral Demand Prediction under Uncertainty

Minsoo Jin, Dongwoo Lee, Youngrok Kim, Hyunsoo Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.2 pp.80-92

DOI:https://doi.org/10.12815/kits.2023.22.2.80 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

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

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

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