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Implementation of Deep Neural Networks for Pavement Condition Index Prediction
Publisher: ASCE
Abstract: Pavement condition index (PCI) is commonly used in pavement management systems (PMS) for indicating the extent of the distresses on the pavement surface. PCI values are a function of distress type, severity, and density. ...
Multilabel CNN Model for Asphalt Distress Classification
Publisher: ASCE
Abstract: One of the most challenging tasks in pavement management and rehabilitation is to detect and classify different distress types from images collected during field surveys. In this paper, a multilabel convolutional neural ...
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