Development of Deep Learning Models for Judging the Oversize of Truck Load

Hansol Jeong, Sang Hyeon Lee, Sangmin Park, Inyoung Kim, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.1 pp.54-70

DOI:https://doi.org/10.12815/kits.2025.24.1.54 Download PDF Export Citation

Complex Parking Path Planning Algorithm Using Efficient Sub-goal Based on Reinforcement Learning

Kyusang Lee, Donggyu Kim, Junyong Lee, Chanyoung Park, Sejoon Lim

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.1 pp.194-210

DOI:https://doi.org/10.12815/kits.2025.24.1.194 Download PDF Export Citation

Boosting Transferability of Pre-Trained Models through Multiple Model Fusion

Yu-hyun Shin, Hyuck Kee Lee, Seong-Geun Shin, Yun-soek Baek

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.291-304

DOI:https://doi.org/10.12815/kits.2024.23.6.291 Download PDF Export Citation

Robust Place Recognition Using RGB-TIR Feature Fusion against Illumination Changes

Seungjun Ma, Younggun Cho

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.325-337

DOI:https://doi.org/10.12815/kits.2024.23.6.325 Download PDF Export Citation

Research on Driving Pattern Analysis Techniques Using Contrastive Learning Methods

Hoe Jun Jeong, Seung Ha Kim, Joon Hee Kim, Jang Woo Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.1 pp.182-196

DOI:https://doi.org/10.12815/kits.2024.23.1.182 Download PDF Export Citation

Development of Highway Traffic Information Prediction Models Using the Stacking Ensemble Technique Based on Cross-validation

Yoseph Lee, Seok Jin Oh, Yejin Kim, Sung-ho Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.1-16

DOI:https://doi.org/10.12815/kits.2023.22.6.1 Download PDF Export Citation

Parameter Analysis for Super-Resolution Network Model Optimization of LiDAR Intensity Image

Seungbo Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.5 pp.137-147

DOI:https://doi.org/10.12815/kits.2023.22.5.137 Download PDF Export Citation

Development of Performance Evaluation Formula for Deep Learning Image Analysis System

Hyun Ho Son, Yun Sang Kim, Choul Ki Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.4 pp.78-96

DOI:https://doi.org/10.12815/kits.2023.22.4.78 Download PDF Export Citation

Development of a Speed Prediction Model for Urban Network Based on Gated Recurrent Unit

Hoyeon Kim, Sangsoo Lee, Jaeseong Hwang

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.1 pp.103-114

DOI:https://doi.org/10.12815/kits.2023.22.1.103 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

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

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

Predicting a Queue Length Using a Deep Learning Model at Signalized Intersections

Da-Hyuk Na, Sang-Soo Lee, Keun-Min Cho, Ho-Yeon Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.6 pp.26-36

DOI:https://doi.org/10.12815/kits.2021.20.6.26 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

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 Surface Damage Using Adversarial Learning

Seungbo Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.95-105

DOI:https://doi.org/10.12815/kits.2021.20.4.95 Download PDF Export Citation

Forecasting of Traffic Accident Occurrence Pattern Using LSTM

You Jin Roh, Sang Hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.3 pp.59-73

DOI:https://doi.org/10.12815/kits.2021.20.3.59 Download PDF Export Citation

A Research on V2I-based Accident Prevention System for the Prevention of Unexpected Accident of Autonomous Vehicle

SangYong Han, Myeong-jun Kim, Dongwan Kang, Sunwoo Baek, Hee-seok Shin, Jungha Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.3 pp.86-99

DOI:https://doi.org/10.12815/kits.2021.20.3.86 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