Parking Path Planning For Autonomous Vehicle Based on Deep Learning Model

Ji hwan Kim, Joo young Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.4 pp.110-126

DOI:https://doi.org/10.12815/kits.2024.23.4.110 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

Estimation of Urban Traffic State Using Black Box Camera

Haechan Cho, Yeohwan Yoon, Hwasoo Yeo

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.2 pp.133-146

DOI:https://doi.org/10.12815/kits.2023.22.2.133 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

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

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

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

Class 1·3 Vehicle Classification Using Deep Learning and Thermal Image

Yoo Seok Jung, Do Young Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.96-106

DOI:https://doi.org/10.12815/kits.2020.19.6.96 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

Forecasting of Rental Demand for Public Bicycles Using a Deep Learning Model

Keun-min Cho, Sang-Soo Lee, Doohee Nam

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.3 pp.28-37

DOI:https://doi.org/10.12815/kits.2020.19.3.28 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

Development of Traffic Speed Prediction Model Reflecting Spatio-temporal Impact based on Deep Neural Network

Youngchan Kim, Junwon Kim, Yohee Han, Jongjun Kim, Jewoong Hwang

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.1-16

DOI:https://doi.org/10.12815/kits.2020.19.1.1 Download PDF Export Citation