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ORCIDYichang James Tsai
Person information
- affiliation: Georgia Institute of Technology, School of Civil and Environmental Engineering, Atlanta, GA, USA
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2020 – today
- 2023
[j26]Xinan Zhang, Yung-An Hsieh
, Pingzhou Yu, Zhongyu Yang, Yichang James Tsai:
Multiclass Transportation Safety Hardware Asset Detection and Segmentation Based on Mask-RCNN with RoI Attention and IoMA-Merging. J. Comput. Civ. Eng. 37(5) (2023)- 2021
- [j25]Yung-An Hsieh, Zhongyu Yang, Yi-Chang James Tsai:
Convolutional neural network for automated classification of jointed plain concrete pavement conditions. Comput. Aided Civ. Infrastructure Eng. 36(11): 1382-1397 (2021) - [j24]Yung-An Hsieh, Yichang James Tsai:
Erratum for "Machine Learning for Crack Detection: Review and Model Performance Comparison" by Yung-An Hsieh and Yichang James Tsai. J. Comput. Civ. Eng. 35(1) (2021) - [c14]Yung-An Hsieh, Yi-Chang James Tsai:
DAU-Net: Dense Attention U-Net for Pavement Crack Segmentation. ITSC 2021: 2251-2256 - 2020
- [j23]Yung-An Hsieh, Yichang James Tsai:
Machine Learning for Crack Detection: Review and Model Performance Comparison. J. Comput. Civ. Eng. 34(5) (2020) - [j22]Anirban Chatterjee, Yi-Chang James Tsai:
Training and Testing of Smartphone-Based Pavement Condition Estimation Models Using 3D Pavement Data. J. Comput. Civ. Eng. 34(6) (2020) - [c13]Yi-Chieh Liu, Yung-An Hsieh, Min-Hung Chen, Chao-Han Huck Yang, Jesper Tegnér, Yi-Chang James Tsai:
Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding. ICASSP 2020: 2338-2342 - [c12]Hao-Hsiang Yang, Chao-Han Huck Yang, Yi-Chang James Tsai:
Y-Net: Multi-Scale Feature Aggregation Network With Wavelet Structure Similarity Loss Function For Single Image Dehazing. ICASSP 2020: 2628-2632 - [i4]Hao-Hsiang Yang, Chao-Han Huck Yang, Yi-Chang James Tsai:
Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing. CoRR abs/2003.13912 (2020)
2010 – 2019
- 2019
- [c11]Chao-Han Huck Yang, Yi-Chieh Liu, Pin-Yu Chen, Xiaoli Ma, Yi-Chang James Tsai:
When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks. ICIP 2019: 3811-3815 - [i3]Chao-Han Huck Yang, Yi-Chieh Liu, Pin-Yu Chen, Xiaoli Ma, Yi-Chang James Tsai:
When Causal Intervention Meets Image Masking and Adversarial Perturbation for Deep Neural Networks. CoRR abs/1902.03380 (2019) - [i2]Yi-Chieh Liu, Hao-Hsiang Yang, Chao-Han Huck Yang, Jia-Hong Huang, Meng Tian, Hiromasa Morikawa, Yichang James Tsai, Jesper Tegnér:
Synthesizing New Retinal Symptom Images by Multiple Generative Models. CoRR abs/1902.04147 (2019) - [i1]Yi-Chieh Liu, Yung-An Hsieh, Min-Hung Chen, Chao-Han Huck Yang, Jesper Tegnér, Yi-Chang James Tsai:
Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding. CoRR abs/1911.02172 (2019) - 2018
- [j21]Yichang (James) Tsai, Anirban Chatterjee:
Pothole Detection and Classification Using 3D Technology and Watershed Method. J. Comput. Civ. Eng. 32(2) (2018) - [c10]Yi-Chieh Liu, Hao-Hsiang Yang, Chao-Han Huck Yang, Jia-Hong Huang, Meng Tian, Hiromasa Morikawa, Yi-Chang James Tsai, Jesper Tegnér:
Synthesizing New Retinal Symptom Images by Multiple Generative Models. ACCV Workshops 2018: 235-250 - [c9]Anirban Chatterjee, Yi-Chang Tsai:
A Fast and Accurate Automated Pavement Crack Detection Algorithm. EUSIPCO 2018: 2140-2144 - 2017
- [j20]Yichang (James) Tsai, Anirban Chatterjee:
Comprehensive, Quantitative Crack Detection Algorithm Performance Evaluation System. J. Comput. Civ. Eng. 31(5) (2017) - [c8]Yichang James Tsai, Anirban Chatterjee, Chenglong Jiang:
Challenges and lessons from the successful implementation of automated road condition surveys on a large highway system. EUSIPCO 2017: 2031-2035 - [c7]Yifei Fan, Yichang Tsai:
Detection and Recognition of U.S. Warning Signs on Curves. ICTAI 2017: 657-662 - 2016
- [j19]Chenglong Jiang, Yichang James Tsai:
Enhanced Crack Segmentation Algorithm Using 3D Pavement Data. J. Comput. Civ. Eng. 30(3) (2016) - [c6]Yipu Zhao, Yuanfang Wang, Yichang Tsai:
2D-image to 3D-range registration in urban environments via scene categorization and combination of similarity measurements. ICRA 2016: 1866-1872 - 2015
- [j18]Chengbo Ai, Yichang (James) Tsai:
Geometry Preserving Active Polygon-Incorporated Sign Detection Algorithm. J. Comput. Civ. Eng. 29(6) (2015) - 2014
- [j17]Yichang (James) Tsai, Chenglong Jiang, Yuchun Huang:
Multiscale Crack Fundamental Element Model for Real-World Pavement Crack Classification. J. Comput. Civ. Eng. 28(4) (2014) - [j16]Vivek Kaul, Anthony J. Yezzi, Yichang James Tsai:
Erratum to "Detecting Curves with Unknown Endpoints and Arbitary Topology Using Minimal Paths". IEEE Trans. Pattern Anal. Mach. Intell. 36(3) (2014) - [c5]Yichang James Tsai, Chenglong Jiang, Zhaohua Wang:
Implementation of automatic crack evaluation using Crack Fundamental Element. ICIP 2014: 773-777 - 2013
- [j15]Zhaohua Wang, Yichang (James) Tsai:
Pavement Layer Data Repository Using a Spatiotemporal Block Model. J. Comput. Civ. Eng. 27(1): 18-26 (2013) - 2012
- [j14]Yichang Tsai, Yuchun Huang:
A Generalized Framework for Parallelizing Traffic Sign Inventory of Video Log Images Using Multicore Processors. Comput. Aided Civ. Infrastructure Eng. 27(7): 476-493 (2012) - [j13]Chengbo Ai, Yichang James Tsai:
Hybrid Active Contour-Incorporated Sign Detection Algorithm. J. Comput. Civ. Eng. 26(1): 28-36 (2012) - [j12]Yuchun Huang, Yichang (James) Tsai:
Nonparametric Lens Debris Detection of Video Log Images Using Hysteresis Updating. J. Comput. Civ. Eng. 26(2): 161-171 (2012) - [j11]Clyde A. Lettsome, Yi-Chang Tsai, Vivek Kaul:
Enhanced adaptive filter-bank-based automated pavement crack detection and segmentation system. J. Electronic Imaging 21(4): 043008 (2012) - [j10]Yichang James Tsai, Thibaut Dusanter, Yiching Wu, Chengbo Ai, Quentin Caïtucoli:
Automatic Truck Processing Time Extraction at Marine Container Terminal Gates Using Low-Frame-Rate Images. J. Intell. Transp. Syst. 16(4): 211-225 (2012) - [j9]Vivek Kaul, Anthony J. Yezzi, Yichang James Tsai:
Detecting Curves with Unknown Endpoints and Arbitrary Topology Using Minimal Paths. IEEE Trans. Pattern Anal. Mach. Intell. 34(10): 1952-1965 (2012) - 2011
- [j8]I-Lin Wang, Yichang James Tsai, Feng Li:
A network flow model for clustering segments and minimizing total maintenance and rehabilitation cost. Comput. Ind. Eng. 60(4): 593-601 (2011) - [j7]Zhaozheng Hu, Yichang (James) Tsai:
Generalized Image Recognition Algorithm for Sign Inventory. J. Comput. Civ. Eng. 25(2): 149-158 (2011) - 2010
- [j6]Yichang James Tsai, Jianping Wu, Zhaohua Wang, Zhaozheng Hu:
Horizontal Roadway Curvature Computation Algorithm Using Vision Technology. Comput. Aided Civ. Infrastructure Eng. 25(2): 78-88 (2010) - [j5]Yichang Tsai, Yuchun Huang:
Automatic Detection of Deficient Video Log Images Using a Histogram Equity Index and an Adaptive Gaussian Mixture Model. Comput. Aided Civ. Infrastructure Eng. 25(7): 479-493 (2010) - [c4]Vivek Kaul, Yichang James Tsai, Anthony J. Yezzi:
Detection of Curves with Unknown Endpoints using Minimal Path Techniques. BMVC 2010: 1-12
2000 – 2009
- 2009
- [j4]Chientai Yang, Yichang (James) Tsai, Zhaohua Wang:
Algorithm for Spatial Clustering of Pavement Segments. Comput. Aided Civ. Infrastructure Eng. 24(2): 93-108 (2009) - [j3]Zhaozheng Hu, Yichang James Tsai:
Homography-Based Vision Algorithm for Traffic Sign Attribute Computation. Comput. Aided Civ. Infrastructure Eng. 24(6): 385-400 (2009) - 2007
- [c3]Kuo-An Hwang, Yi-Chang Tsai:
The Design and Implementation of Early Fire Detection System. IMECS 2007: 1208-1213 - 2006
- [j2]Jianping Wu, Yichang James Tsai:
Enhanced Roadway Inventory Using a 2-D Sign Video Image Recognition Algorithm. Comput. Aided Civ. Infrastructure Eng. 21(5): 369-382 (2006) - 2005
- [c2]Yichang James Tsai, Jianping Wu, Yiching Wu, Zhaohua Wang:
Automatic Roadway Geometry Measurement Algorithm Using Video Images. ICIAP 2005: 669-678 - 2004
- [c1]Yichang James Tsai, Chung J. Kuo:
An improved Wigner distribution synthesis method for separation of multiple nonstationary signals. ISCAS (3) 2004: 577-580 - 2002
- [j1]Yichang James Tsai, Jianping Wu:
Shape- and Texture-Based 1-D Image Processing Algorithm for Real-Time Stop Sign Road Inventory Data Collection. J. Intell. Transp. Syst. 7(3-4): 213-234 (2002)
Coauthor Index
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