Convolutional neural network for asphalt pavement surface texture analysis

Z Tong, J Gao, A Sha, L Hu, S Li - Computer‐Aided Civil and …, 2018 - Wiley Online Library
Several data processing techniques (DPTs) have been implemented for evaluating
pavement surface texture to partially replace onsite inspections by humans. However, the …

Effective pavement skid resistance measurement using multi‐scale textures and deep fusion network

C Liu, N Xu, Z Weng, Y Li, Y Du… - Computer‐Aided Civil …, 2023 - Wiley Online Library
Pavement skid resistance measurement is a fundamental component of roadway
management and maintenance. Most traditional approaches rely on manual operations or …

Raveling performance of conventional and rubberized chip seal under field and laboratory traffic loading

A Pourhassan, AA Gheni, MA ElGawady - Construction and Building …, 2023 - Elsevier
Raveling, or the loss of surface aggregate, is a major concern in chip seal pavement.
Previous studies have used the Standard Sweep, Vialit, and Pennsylvania tests to evaluate …

Optimisation of lighting quality and energy efficiency of LED luminaires in roadway lighting systems on different road surfaces

S Yoomak, A Ngaopitakkul - Sustainable cities and society, 2018 - Elsevier
Lighting quality plays an important role in determining the visual performance and visual
comfort of the road user, which help keep driver alert. Lighting quality depends on various …

Development of three-dimensional pavement texture measurement technique using surface structured light projection

H Wang, J Ma, H Yang, F Sun, Y Wei, L Wang - Measurement, 2021 - Elsevier
To realize active, non-contact, high-precision and full-field measurement of pavement
texture, an innovative surface structured light projection (SSLP) based technique is …

A novel approach for pavement texture characterisation using 2D-wavelet decomposition

Y Du, Z Weng, F Li, G Ablat, D Wu… - International Journal of …, 2022 - Taylor & Francis
In this paper, a 2D-wavelet approach is proposed to characterize the pavement texture
acquired from the 3D laser scanner. The texture is decomposed into nine levels (from 0.1 …

A novel noncontact method for the pavement skid resistance evaluation based on surface texture

J Lu, B Pan, Q Liu, M Sun, P Liu, M Oeser - Tribology International, 2022 - Elsevier
A convolutional neural network is proposed to feature the primary relationship between
pavement surface texture and in-situ skid resistance measurement namely British Pendulum …

Pavement Texture–Friction relationship establishment via image analysis methods

I Pranjić, A Deluka-Tibljaš - Materials, 2022 - mdpi.com
Pavement surface texture is one of the prevailing factors for friction realization on pavement
surfaces. In this paper, an overview of pavement texture properties related to the pavement …

Characterization of the skid resistance and mean texture depth in a permeable asphalt pavement

ML Afonso, M Dinis-Almeida… - IOP Conference Series …, 2019 - iopscience.iop.org
Road pavements need a deep characterization of the surface layer, with which the vehicles
have direct contact and, therefore, must provide security to the users. The use of permeable …

Effect of Vehicle Speed and Weight on Raveling of Chip Seal Constructed Using Mineral and Tire Derived Aggregate

A Pourhassan, AA Gheni… - Transportation Research …, 2024 - journals.sagepub.com
The characteristics of the load applied by traffic, namely, vehicle speed and load magnitude,
play a critical role in the raveling performance of chip seal pavement, which is often …