Computer vision based asphalt pavement segregation detection using image texture analysis integrated with extreme gradient boosting machine and deep convolutional neural networks

Author:

Hoang Nhat-Duc,Tran Van-Duc

Publisher

Elsevier BV

Subject

Applied Mathematics,Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation

Reference88 articles.

1. Surface monitoring of road pavements using mobile crowdsensing technology;Abbondati;Measurement,2021

2. Surface Crack Detection Using Hierarchal Convolutional Neural Network;Agyemang,2020

3. Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study;Arashpour;J. Build. Eng.,2021

4. Introduction to Deep Learning for Engineers: Using Python and Google Cloud Platform;Arif;Introduction to Deep Learning for Engineers - Using Python and Google Cloud Platform Morgan & Claypool,2020

5. Asphalt Mixture Segregation Detection: Digital Image Processing Approach;Baqersad;Adv. Mater. Sci. Eng.,2017

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