Review of remote sensing methodologies for pavement management and assessment

E Schnebele, BF Tanyu, G Cervone… - European Transport …, 2015 - Springer
Introduction Evaluating the condition of transportation infrastructure is an expensive, labor
intensive, and time consuming process. Many traditional road evaluation methods utilize …

Compaction characteristics of asphalt mixture with different gradation type through Superpave Gyratory Compaction and X-Ray CT Scanning

C Zhang, H Wang, Z You, X Yang - Construction and Building Materials, 2016 - Elsevier
To determine the appropriate compaction parameters of different asphalt mixtures (AC13,
AC16, AC20 and SMA13) in Shaanxi Province and to study their micro-structural …

A new method for automated monitoring of road pavement aging conditions based on recurrent neural network

X Chen, X Zhang, J Li, M Ren… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The automated monitoring of road pavement conditions is a challenging subject in intelligent
transportation. However, the existing studies mostly focus on extracting pavement damages …

Mapping land use with using Rotation Forest algorithm from UAV images

Ö Akar - European Journal of Remote Sensing, 2017 - Taylor & Francis
The aim of this study is to test the performance of the Rotation Forest (RTF) algorithm in
areas that have similar characteristics by using Unmanned Aerial Vehicle (UAV) images for …

ROADS—Rover for Bituminous Pavement Distress Survey: An Unmanned Ground Vehicle (UGV) Prototype for Pavement Distress Evaluation

A Mei, E Zampetti, P Di Mascio, G Fontinovo, P Papa… - Sensors, 2022 - mdpi.com
Maintenance has a major impact on the financial plan of road managers. To ameliorate road
conditions and reduce safety constraints, distress evaluation methods should be efficient …

Mapping asphalt pavement aging and condition using multiple endmember spectral mixture analysis in Beijing, China

Y Pan, X Zhang, J Tian, X Jin, L Luo… - Journal of Applied …, 2017 - spiedigitallibrary.org
Asphalt road reflectance spectra change as pavement ages. This provides the possibility for
remote sensing to be used to monitor a change in asphalt pavement conditions. However …

Road visualization for smart city: Solution review with road quality qualification

E Leduc, GJ Assaf - Internet of Things, 2020 - Elsevier
Pavement management consists of a series of maintenance and rehabilitation activities over
the life of a road. Maintenance involves different methods and technologies that extend life …

The Rotation Forest algorithm and object-based classification method for land use mapping through UAV images

Ö Akar - Geocarto international, 2018 - Taylor & Francis
This study aims to test the performance of the Rotation Forest (RTF) algorithm in urban and
rural areas that have similar characteristics using unmanned aerial vehicle (UAV) images to …

Mapping asphaltic roads' skid resistance using imaging spectroscopy

N Carmon, E Ben-Dor - Remote Sensing, 2018 - mdpi.com
The purpose of this study is to evaluate a realistic feasibility of using hyperspectral remote
sensing (also termed imaging spectroscopy) airborne data for mapping asphaltic roads' …

Evaluation of segregation in asphalt pavement surface using concave multifractal distribution

M Ran, S Xiao, X Zhou, W Xiao - Journal of Testing …, 2018 - asmedigitalcollection.asme.org
Surface segregation of asphalt mixtures is a common problem encountered when
determining segregation level, which is a criterion of pavement quality evaluation. A method …