Search Results for author: Tianzhu Ren

Found 2 papers, 0 papers with code

Cooperative Highway Work Zone Merge Control based on Reinforcement Learning in A Connected and Automated Environment

no code implementations21 Jan 2020 Tianzhu Ren, Yuanchang Xie, Liming Jiang

Given the aging infrastructure and the anticipated growing number of highway work zones in the United States, it is important to investigate work zone merge control, which is critical for improving work zone safety and capacity.

Reinforcement Learning (RL)

A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images

no code implementations9 Jan 2020 Liming Jiang, Yuanchang Xie, Tianzhu Ren

In this study, runway pavement images are collected using drone at various heights from the Fitchburg Municipal Airport (FMA) in Massachusetts to evaluate their quality and applicability for crack segmentation, from which an optimal height is determined.

Asset Management Crack Segmentation +1

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