Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses

Performance Evaluation of Asphalt Mixtures with Reclaimed Asphalt Pavement and Recycled Asphalt Shingles in Missouri

(2019) Behnam Jahangiri et al.   TRANSPORTATION RESEARCH RECORD

Development of a Performance-Volumetric Relationship for Asphalt Mixtures

(2019) Yizhuang David Wang et al.   TRANSPORTATION RESEARCH RECORD

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Traffic Congestion Detection from Camera Images using Deep Convolution Neural Networks

(2018) Pranamesh Chakraborty et al.   TRANSPORTATION RESEARCH RECORD

Automated Pixel-Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

(2018) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An efficient and reliable coarse-to-fine approach for asphalt pavement crack detection

(2017) Dejin Zhang et al.   IMAGE AND VISION COMPUTING

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Evaluation Framework for Automated Pavement Distress Identification and Quantification Applications

(2017) Nima Kargah-Ostadi et al.   TRANSPORTATION RESEARCH RECORD

Automated Vehicle Recognition with Deep Convolutional Neural Networks

(2017) Yaw Okyere Adu-Gyamfi et al.   TRANSPORTATION RESEARCH RECORD

Deep learning for finance: deep portfolios

(2016) J. B. Heaton et al.   APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY

Influence of Pavement Condition Data Variability on Network-Level Maintenance Decision

(2016) Xiaoyang Jia et al.   TRANSPORTATION RESEARCH RECORD

Seed-Based Approach for Automated Crack Detection from Pavement Images

(2016) Yuxiao Zhou et al.   TRANSPORTATION RESEARCH RECORD

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Road Crack Detection Using Visual Features Extracted by Gabor Filters

(2013) Eduardo Zalama et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Matched Filtering Algorithm for Pavement Cracking Detection

(2013) Allen Zhang et al.   TRANSPORTATION RESEARCH RECORD

CrackTree: Automatic crack detection from pavement images

(2011) Qin Zou et al.   PATTERN RECOGNITION LETTERS

New Method for Classifying and Quantifying Cracking of Flexible Pavements in Automated Pavement Condition Survey

(2011) Pengcheng Fu et al.   TRANSPORTATION RESEARCH RECORD

Critical Assessment of Pavement Distress Segmentation Methods

(2009) Yi-Chang Tsai et al.   JOURNAL OF TRANSPORTATION ENGINEERING