Yichang James Tsai

Orcid: 0000-0002-6650-2279

Affiliations:
  • Georgia Institute of Technology, School of Civil and Environmental Engineering, Atlanta, GA, USA


According to our database1, Yichang James Tsai authored at least 41 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2023
Multiclass Transportation Safety Hardware Asset Detection and Segmentation Based on Mask-RCNN with RoI Attention and IoMA-Merging.
J. Comput. Civ. Eng., September, 2023

2021
Erratum for "Machine Learning for Crack Detection: Review and Model Performance Comparison" by Yung-An Hsieh and Yichang James Tsai.
J. Comput. Civ. Eng., 2021

Convolutional neural network for automated classification of jointed plain concrete pavement conditions.
Comput. Aided Civ. Infrastructure Eng., 2021

DAU-Net: Dense Attention U-Net for Pavement Crack Segmentation.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020
Machine Learning for Crack Detection: Review and Model Performance Comparison.
J. Comput. Civ. Eng., 2020

Training and Testing of Smartphone-Based Pavement Condition Estimation Models Using 3D Pavement Data.
J. Comput. Civ. Eng., 2020

Y-Net: Multi-Scale Feature Aggregation Network With Wavelet Structure Similarity Loss Function For Single Image Dehazing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
When Causal Intervention Meets Image Masking and Adversarial Perturbation for Deep Neural Networks.
CoRR, 2019

When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Pothole Detection and Classification Using 3D Technology and Watershed Method.
J. Comput. Civ. Eng., 2018

A Fast and Accurate Automated Pavement Crack Detection Algorithm.
Proceedings of the 26th European Signal Processing Conference, 2018

Synthesizing New Retinal Symptom Images by Multiple Generative Models.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017
Comprehensive, Quantitative Crack Detection Algorithm Performance Evaluation System.
J. Comput. Civ. Eng., 2017

Detection and Recognition of U.S. Warning Signs on Curves.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Challenges and lessons from the successful implementation of automated road condition surveys on a large highway system.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Enhanced Crack Segmentation Algorithm Using 3D Pavement Data.
J. Comput. Civ. Eng., 2016

2D-image to 3D-range registration in urban environments via scene categorization and combination of similarity measurements.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Geometry Preserving Active Polygon-Incorporated Sign Detection Algorithm.
J. Comput. Civ. Eng., 2015

2014
Erratum to "Detecting Curves with Unknown Endpoints and Arbitary Topology Using Minimal Paths".
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Multiscale Crack Fundamental Element Model for Real-World Pavement Crack Classification.
J. Comput. Civ. Eng., 2014

Implementation of automatic crack evaluation using Crack Fundamental Element.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Pavement Layer Data Repository Using a Spatiotemporal Block Model.
J. Comput. Civ. Eng., 2013

2012
Detecting Curves with Unknown Endpoints and Arbitrary Topology Using Minimal Paths.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Automatic Truck Processing Time Extraction at Marine Container Terminal Gates Using Low-Frame-Rate Images.
J. Intell. Transp. Syst., 2012

Enhanced adaptive filter-bank-based automated pavement crack detection and segmentation system.
J. Electronic Imaging, 2012

Nonparametric Lens Debris Detection of Video Log Images Using Hysteresis Updating.
J. Comput. Civ. Eng., 2012

Hybrid Active Contour-Incorporated Sign Detection Algorithm.
J. Comput. Civ. Eng., 2012

A Generalized Framework for Parallelizing Traffic Sign Inventory of Video Log Images Using Multicore Processors.
Comput. Aided Civ. Infrastructure Eng., 2012

2011
Generalized Image Recognition Algorithm for Sign Inventory.
J. Comput. Civ. Eng., 2011

A network flow model for clustering segments and minimizing total maintenance and rehabilitation cost.
Comput. Ind. Eng., 2011

2010
Horizontal Roadway Curvature Computation Algorithm Using Vision Technology.
Comput. Aided Civ. Infrastructure Eng., 2010

Automatic Detection of Deficient Video Log Images Using a Histogram Equity Index and an Adaptive Gaussian Mixture Model.
Comput. Aided Civ. Infrastructure Eng., 2010

Detection of Curves with Unknown Endpoints using Minimal Path Techniques.
Proceedings of the British Machine Vision Conference, 2010

2009
Algorithm for Spatial Clustering of Pavement Segments.
Comput. Aided Civ. Infrastructure Eng., 2009

Homography-Based Vision Algorithm for Traffic Sign Attribute Computation.
Comput. Aided Civ. Infrastructure Eng., 2009

2007
The Design and Implementation of Early Fire Detection System.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

2006
Enhanced Roadway Inventory Using a 2-D Sign Video Image Recognition Algorithm.
Comput. Aided Civ. Infrastructure Eng., 2006

2005
Automatic Roadway Geometry Measurement Algorithm Using Video Images.
Proceedings of the Image Analysis and Processing, 2005

2004
An improved Wigner distribution synthesis method for separation of multiple nonstationary signals.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2002
Shape- and Texture-Based 1-D Image Processing Algorithm for Real-Time Stop Sign Road Inventory Data Collection.
J. Intell. Transp. Syst., 2002


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