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Statistical Approach to Road Segmentation
Publisher: American Society of Civil Engineers
Abstract: A method for segmentation of a road based on surface measurements is presented. This method is based on a statistical model of the measurement series and acknowledges that neighboring measurements are dependent. Sudden ...
Automated Road Segmentation Using a Bayesian Algorithm
Publisher: American Society of Civil Engineers
Abstract: Modern road profilers deliver long sequences of measurements on road characteristics including a road’s longitudinal and transversal unevenness. These measurements represent adjacent parts of the physical road, and interest ...
Bayesian Degradation Modeling in Accelerated Pavement Testing with Estimated Transformation Parameter for the Response
Publisher: American Society of Civil Engineers
Abstract: We discuss Bayesian degradation models that were developed for flexible pavements based on accelerated pavement testing with the heavy vehicle simulator. The models are fitted to data from the Florida Department of ...
Statistical Mixed Effects Models for Evaluation and Prediction of Accelerated Pavement Testing Results
Publisher: American Society of Civil Engineers
Abstract: We elucidate the usefulness of the mixed-effects models in analyzing performance-type data resulting from accelerated pavement testing (APT) experiments. Our analysis is based on an APT test designed to evaluate the ...
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