Pavement Distress Detection with Deep Learning Using the Orthoframes Acquired by a Mobile Mapping System

The subject matter of this research article is automatic detection of pavement distress on highway roads using computer vision algorithms. Specifically, deep learning convolutional neural network models are employed towards the implementation of the detector. Source data for training the detector co...

Full description

Bibliographic Details
Main Authors: Andri Riid, Roland Lõuk, Rene Pihlak, Aleksei Tepljakov, Kristina Vassiljeva
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/22/4829