Yichang (James) Tsai

Yichang (James) Tsai

Georgia Institute of Technology

H-index: 29

North America-United States

About Yichang (James) Tsai

Yichang (James) Tsai, With an exceptional h-index of 29 and a recent h-index of 23 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of ML/Computer vision, LiDAR/3D laser, GIS, Automatic Roadway Health and Safety Condition Assessment, Energy-Emission Reduction.

His recent articles reflect a diverse array of research interests and contributions to the field:

Crash Prediction on Horizontal Curves: Review and Model Performance Comparison

Recurrent neural networks for pavement performance forecasting: review and model performance comparison

Traffic sign retroreflectivity condition assessment and deterioration analysis using Lidar technology

Automated Concrete Pavement Slab Joint Detection Using Deep Learning and 3D Pavement Surface Images

Impact of Ball Bank Indicator on Predicting Rural Curve Crashes

Crash Reduction Analysis of Friction Improvement Surface Treatments in Georgia

Multiclass Transportation Safety Hardware Asset Detection and Segmentation Based on Mask-RCNN with RoI Attention and IoMA-Merging

Evaluating crack identification performance of 3D pavement imaging systems using portable high-resolution 3D scanning

Yichang (James) Tsai Information

University

Position

___

Citations(all)

3051

Citations(since 2020)

1770

Cited By

1882

hIndex(all)

29

hIndex(since 2020)

23

i10Index(all)

77

i10Index(since 2020)

40

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Yichang (James) Tsai Skills & Research Interests

ML/Computer vision

LiDAR/3D laser

GIS

Automatic Roadway Health and Safety Condition Assessment

Energy-Emission Reduction

Top articles of Yichang (James) Tsai

Title

Journal

Author(s)

Publication Date

Crash Prediction on Horizontal Curves: Review and Model Performance Comparison

Zhongyu Yang

Pingzhou Yu

Ronit Shah

Ronald Knezevich

Yi-Chang Tsai

2024/5/2

Recurrent neural networks for pavement performance forecasting: review and model performance comparison

Micah Mers

Zhongyu Yang

Yung-An Hsieh

Yichang Tsai

2023/1

Traffic sign retroreflectivity condition assessment and deterioration analysis using Lidar technology

Journal of Transportation Engineering, Part A: Systems

Ariel Steele

Cibi Pranav

Yi-Chang Tsai

2023/5/1

Automated Concrete Pavement Slab Joint Detection Using Deep Learning and 3D Pavement Surface Images

International Journal of Pavement Research and Technology

Yung-An Hsieh

Scott Clark

Zhongyu Yang

Yichang James Tsai

2023/3/1

Impact of Ball Bank Indicator on Predicting Rural Curve Crashes

Transportation Research Record

Ronald Knezevich

Zhongyu Yang

Pingzhou Yu

Yi-Chang Tsai

2023

Crash Reduction Analysis of Friction Improvement Surface Treatments in Georgia

Matthew Liu

Ron Knezevich

Jiashu Li

Yi-Chang James Tsai

2023

Multiclass Transportation Safety Hardware Asset Detection and Segmentation Based on Mask-RCNN with RoI Attention and IoMA-Merging

Journal of Computing in Civil Engineering

Xinan Zhang

Yung-An Hsieh

Pingzhou Yu

Zhongyu Yang

Yichang James Tsai

2023/9/1

Evaluating crack identification performance of 3D pavement imaging systems using portable high-resolution 3D scanning

Transportation Research Record

Ryan Salameh

Pingzhou Yu

Zhongyu Yang

Yi-Chang Tsai

2023/1

Towards the Implementation of a Geotechnical Asset Management Program in the State of Georgia

Jorge Macedo

Susan E Burns

Jose Torres

Young Suk Jung

Chenying Liu

...

2023/5/1

A Roadmap for Integrating Complete Streets Infrastructure into Pavement Asset Management Systems [Policy Brief]

April Gadsby

Yichang James Tsai

John T Harvey

2022/1/1

Quantitatively Evaluate Work Zone Driver Behavior Using 2D Imaging, 3D LiDAR, and Artificial Intelligence in Support of Congestion Mitigation Model Calibration and Validation

Yichang James Tsai

Rod Turochy

Nick Jehn

Cibi Pranav

PingZhou Lucas Yu

2022/8/12

Proposing a Comprehensive Evaluation Method for AI-Based Traffic Detection System and Post-Processing Method Using Physical Constraints

Jake Tubesing

Helen Poole

Lucas Yu

Yi-Chang Tsai

2022

Quantifying Raveling Using 3D Technology with Loss of Aggregates as a New Performance Indicator

Sustainability

Pingzhou Yu

Yichang Tsai

2022/6/19

JPCP Slab-Level condition forecasting for slab replacement planning using 3D pavement surface data

International Journal of Pavement Engineering

Yiching Wu

Yichang Tsai

Georgene M Geary

Ryan Salameh

2022/12/6

An Evaluation Method of 3D Pavement Imaging Systems for Cracking Identification Capability Using a Verification Board

Ryan Salameh

Pingzhou Yu

Yichang Tsai

2022

Critical Assessment of HFST’s Long-Term Performance in Georgia Under Different Roadway Conditions

Yichang James Tsai

Zhonghua Wang

Cibi Pranav

Pingzhou Lucas Yu

Ronald W Knezevich

2022/4/1

A 3D Slab-Based Methodology to predict end of life for concrete pavements

International Journal of Pavement Engineering

Georgene M Geary

Yichang Tsai

2022/12/6

Improving Work Zone Mobility Through Planning, Design, and Operations

Rod Turochy

James Tsai

Billy M Williams

Nicholas L Jehn

Ossama Ramadan

...

2022/2/28

Comprehensive framework and roadmap for life-cycle management of high-friction surface treatments

Transportation Research Record

Cibi Pranav

Yi-Chang Tsai

2022/12

A Review of Florida’s FC-5 Raveling Condition Assessment and Measurement Methods

Yichang James Tsai

Yung-An Hsieh

Bruce Dietrich

Wiley Cunagin

2022/2/28

See List of Professors in Yichang (James) Tsai University(Georgia Institute of Technology)