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Enhanced Safety Performance Function for Highway Segments in Oklahoma
Publisher: ASCE
Abstract: A safety performance function (SPF) is a statistical equation to predict the expected crash frequency for a certain roadway facility, mainly as a function of traffic exposure indicators. Roadway characteristics, such as ...
Integrating Skid Resistance and Safety Benefits into Life Cycle Cost Analysis for Pavement Surface Treatment Selection
Publisher: ASCE
Abstract: Even though 30% of the annual highway fatalities originate from inferior roadway conditions, crash costs under regular operations have seldomly been included in the life cycle cost analysis (LCCA). Among the various condition ...
Evaluation of Compression Algorithms for 3D Pavement Image Data
Publisher: ASCE
Abstract: A standard interchangeable data format was recently developed through the Transportation Pooled-Fund Study TPF-5(299) to meet different requirements and needs for two- and three-dimensional (2D/3D) pavement image data ...
Pavement Safety Characteristics Evaluation Utilizing Crowdsourced Vehicular and Cellular Sensor Data
Publisher: American Society of Civil Engineers
Abstract: Monitoring pavement conditions using crowdsourced vehicular data can significantly contribute to real-time and cost-effective pavement maintenance decision-making. This paper presents the development of various machine ...
Nondestructive Bridge Deck Evaluation Using Sub-mm 3D Laser Imaging Technology at Highway Speeds
Publisher: ASCE
Abstract: Periodic bridge deck inspection is critically important in bridge management and maintenance. This paper presents a comprehensive bridge deck evaluation using sub-mm three-dimensional (3D) laser imaging technology in a ...
Friction-ResNets: Deep Residual Network Architecture for Pavement Skid Resistance Evaluation
Publisher: ASCE
Abstract: Pavement friction and surface texture are crucial for highway safety. Acknowledging the gaps in understanding the relationship between pavement surface friction and texture, this paper introduces a novel deep residual ...
Automatic Pavement Type Recognition for Image-Based Pavement Condition Survey Using Convolutional Neural Network
Publisher: ASCE
Abstract: Image-based systems are becoming popular to collect pavement condition data for pavement management activities. Pavement engineers define various distress categories based on pavement types. However, software solutions ...