Publication | Closed Access
Identification of Homogeneous Sections from Road Data
28
Citations
4
References
2003
Year
Highway PavementPavement EngineeringEngineeringPavement MaterialsStructural PerformanceStructural EngineeringGeotechnical EngineeringPavementsImage AnalysisData SciencePattern RecognitionBiostatisticsEdge DetectionComputational GeometryTransportation EngineeringCumulative Difference ApproachMaintenance ProjectsMachine VisionPavement ManagementTraffic EngineeringHomogeneous SectionsComputer VisionCivil EngineeringStructural MechanicsConstruction EngineeringImage Segmentation
For highway design or maintenance projects, a long road stretch needs to be delineated into some homogeneous sections, on the basis of various pavement responses, such as, subgrade CBR value, field moisture content, soil type, deflection, pavement distress parameters, roughness, etc. Cumulative difference approach (CDA) for identification of homogeneous sections is suggested in the AASHTO Guide for Design of Pavement Structures [AASHTO (1986) Guide for Design of Pavement Structures, AASHTO, Washington, DC, pp. III-17–III-20 and Appendix J; AASHTO (1993) Guide for Design of Pavement Structures, AASHTO, Washington, DC, pp. III-19–III-24 and Appendix J]. This paper identifies some of the limitations associated with this method and suggests improved yet simplistic methodology for identification of homogeneous sections based on a combined approach of classification and regression tree (CART) and exhaustive search. Examples are drawn from synthetic and realistic data.
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