Search
Now showing items 1-7 of 7
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 ...
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 ...
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 ...
3D Characterization of Aggregates for Pavement Skid Resistance
Publisher: American Society of Civil Engineers
Abstract: Aggregate morphological characteristics can play an important role in aggregate resistance to polishing and degradation. The Aggregate Imaging System (AIMS) has been one of the most widely used instruments for aggregate-property ...
Panel Data Models for Pavement Friction of Major Preventive Maintenance Treatments
Publisher: American Society of Civil Engineers
Abstract: Although accurate evaluation of pavement friction promises significant safety benefits to highway agencies, the development of such models has proven to be challenging due to the lack of complete and quality pavement surface ...
Multiway-Based Weigh-in-Motion Data-Clustering Analysis for Pavement ME Design
Publisher: American Society of Civil Engineers
Abstract: Weigh-in-motion (WIM) systems are widely used to study traffic patterns and generate traffic inputs for Pavement Mechanistic-Empirical (ME) Design. Clustering analysis based on individual traffic parameters has been ...