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

Author:

Zhang Xinan1ORCID,Hsieh Yung-An2ORCID,Yu Pingzhou3,Yang Zhongyu3,Tsai Yichang James4

Affiliation:

1. Ph.D. Student, Dept. of Computer and Electrical Engineering, Georgia Institute of Technology, North Ave. NW, Atlanta, GA 30332 (corresponding author). ORCID: .

2. Ph.D. Student, Dept. of Computer and Electrical Engineering, Georgia Institute of Technology, North Ave. NW, Atlanta, GA 30332. ORCID: .

3. Ph.D. Student, Dept. of Civil and Environmental Engineering, Georgia Institute of Technology, North Ave. NW, Atlanta, GA 30332.

4. Professor, Dept. of Civil and Environmental Engineering, Georgia Institute of Technology, North Ave. NW, Atlanta, GA 30332.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Computer Science Applications,Civil and Structural Engineering

Reference42 articles.

1. Managing Ancillary Transportation Assets: The State of the Practice

2. Detection and characterization of rumble strips in roadway video logs;Aykac D.;Electron. Imaging,2020

3. Ba J. L. J. R. Kiros and G. E. Hinton. 2016. “Layer normalization.” Preprint submitted July 21 2016. http://arXiv:1607.06450.

4. Bottou L. 2010. “Large-scale machine learning with stochastic gradient descent.” In Proc. COMPSTAT’2010 177–186. New York: Springer.

5. Retaining Wall Field Condition Inspection, Rating Analysis, and Condition Assessment

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