Feature extraction and segmentation of pavement distress using an improved hybrid task cascade network

Rutting prediction of asphalt pavement with semi-rigid base: Numerical modeling on laboratory to accelerated pavement testing

(2023) Zhen Liu et al.   CONSTRUCTION AND BUILDING MATERIALS

Laboratory evaluation of the performance of reclaimed asphalt mixed with composite crumb rubber-modified asphalt: reconciling relatively high content of RAP and virgin asphalt

(2023) Zhen Liu et al.   International Journal of Pavement Engineering

Characteristics, mechanisms, and environmental LCA of WMA containing sasobit: An analysis perspective combing viscosity-temperature regression and interface bonding strength

(2023) Zhen Liu et al.   Journal of Cleaner Production

Permanent Deformation Monitoring and Remaining Life Prediction of Asphalt Pavement Combining Full-Scale Accelerated Pavement Testing and FEM

(2023) Zhen Liu et al.   Structural Control & Health Monitoring

Permanent Deformation Evaluation and Instability Prediction of Semi-rigid Pavement Structure Using Accelerated Pavement Testing and Finite Element Method

(2023) Zhen Liu et al.   JOURNAL OF TESTING AND EVALUATION

Assessment of Pavement Structural Conditions and Remaining Life Combining Accelerated Pavement Testing and Ground-Penetrating Radar

(2023) Zhen Liu et al.   Remote Sensing

A critical review and comparative study on image segmentation-based techniques for pavement crack detection

(2022) Narges Kheradmandi et al.   CONSTRUCTION AND BUILDING MATERIALS

Visibility classification and influencing-factors analysis of airport: A deep learning approach

(2022) Zhen Liu et al.   ATMOSPHERIC ENVIRONMENT

GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection

(2022) Zhen Liu et al.   MEASUREMENT

A Fast Inference Vision Transformer for Automatic Pavement Image Classification and Its Visual Interpretation Method

(2022) Yihan Chen et al.   Remote Sensing

Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks

(2022) Danyu Wang et al.   Remote Sensing

Automatic recognition of pavement cracks from combined GPR B-scan and C-scan images using multiscale feature fusion deep neural networks

(2022) Zhen Liu et al.   AUTOMATION IN CONSTRUCTION

Automatic pixel-level detection of vertical cracks in asphalt pavement based on GPR investigation and improved mask R-CNN

(2022) Zhen Liu et al.   AUTOMATION IN CONSTRUCTION

Large-scale individual building extraction from open-source satellite imagery via super-resolution-based instance segmentation approach

(2022) Shenglong Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance

(2021) Zhen Liu et al.   Remote Sensing

Automatic defect detection and segmentation of tunnel surface using modified Mask R-CNN

(2021) Yingying Xu et al.   MEASUREMENT

Attention-Based Multi-Scale Convolutional Neural Network (A+MCNN) for Multi-Class Classification in Road Images

(2021) Elham Eslami et al.   SENSORS

Analyzing the pore structure of pervious concrete based on the deep learning framework of Mask R-CNN

(2021) Hua Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Unseen Object Instance Segmentation for Robotic Environments

(2021) Christopher Xie et al.   IEEE Transactions on Robotics

Automatic Classification and Quantification of Basic Distresses on Urban Flexible Pavement through Convolutional Neural Networks

(2021) David Llopis-Castelló et al.   Journal of Transportation Engineering Part B-Pavements

Deep Metric Learning-Based for Multi-Target Few-Shot Pavement Distress Classification

(2021) Hongwen Dong et al.   IEEE Transactions on Industrial Informatics

Deep semantic segmentation of natural and medical images: a review

(2020) Saeid Asgari Taghanaki et al.   ARTIFICIAL INTELLIGENCE REVIEW

Flexible Pavement Response Analysis under Dynamic Loading at Different Vehicle Speeds and Pavement Surface Roughness Conditions

(2020) Hao Wang et al.   Journal of Transportation Engineering Part B-Pavements

Automatic detection of stone pavement's pattern based on UAV photogrammetry

(2020) Erika Garilli et al.   AUTOMATION IN CONSTRUCTION

Detection of concealed cracks from ground penetrating radar images based on deep learning algorithm

(2020) Shuwei Li et al.   CONSTRUCTION AND BUILDING MATERIALS

SSAP: Single-Shot Instance Segmentation With Affinity Pyramid

(2020) Naiyu Gao et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Research on Safety and Static-Dynamic Legibility of Distressed Pavement

(2015) Chengyuan Mao et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY