Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach

Automatic recognition of asphalt pavement cracks using metaheuristic optimized edge detection algorithms and convolution neural network

(2018) Hoang Nhat-Duc et al.   AUTOMATION IN CONSTRUCTION

Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study

(2018) Nguyen Ngoc Thach et al.   Ecological Informatics

A novel method for asphalt pavement crack classification based on image processing and machine learning

(2018) Nhat-Duc Hoang et al.   ENGINEERING WITH COMPUTERS

Grey-related least squares support vector machine optimization model and its application in predicting natural gas consumption demand

(2018) Yong-Hong Wu et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony

(2018) Nhat-Duc Hoang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Biological Flower Pollination Algorithm with Orthogonal Learning Strategy and Catfish Effect Mechanism for Global Optimization Problems

(2018) Weijia Cui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Optimized minimal path selection (OMPS) method for automatic and unsupervised crack segmentation within two-dimensional pavement images

(2018) Wissam Kaddah et al.   VISUAL COMPUTER

Automatic Pixel-Level Pavement Crack Detection Using Information of Multi-Scale Neighborhoods

(2018) Dihao Ai et al.   IEEE Access

An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extraction

(2018) Nhat-Duc Hoang   Advances in Civil Engineering

Optimizing the Prediction Accuracy of Friction Capacity of Driven Piles in Cohesive Soil Using a Novel Self-Tuning Least Squares Support Vector Machine

(2018) Doddy Prayogo et al.   Advances in Civil Engineering

Cracking Classification Using Minimum Rectangular Cover–Based Support Vector Machine

(2017) Shaofan Wang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic Pavement-Crack Detection and Segmentation Based on Steerable Matched Filtering and an Active Contour Model

(2017) Shuai Li et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Recognition of asphalt pavement crack length using deep convolutional neural networks

(2017) Zheng Tong et al.   Road Materials and Pavement Design

Efficient pavement crack detection and classification

(2017) A. Cubero-Fernandez et al.   EURASIP Journal on Image and Video Processing

Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform

(2016) Yashon O. Ouma et al.   ADVANCED ENGINEERING INFORMATICS

Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine

(2016) Nhat-Duc Hoang et al.   APPLIED SOFT COMPUTING

Image Based Techniques for Crack Detection, Classification and Quantification in Asphalt Pavement: A Review

(2016) H. Zakeri et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Weighted Neighborhood Pixels Segmentation Method for Automated Detection of Cracks on Pavement Surface Images

(2016) Lu Sun et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Using flower pollination algorithm and atomic potential function for shape matching

(2016) Yongquan Zhou et al.   NEURAL COMPUTING & APPLICATIONS

Comparison of Supervised Classification Techniques for Vision-Based Pavement Crack Detection

(2016) Soroush Mokhtari et al.   TRANSPORTATION RESEARCH RECORD

Gaussian image pyramid based texture features for classification of microscopic images of hardwood species

(2015) Arvind R. Yadav et al.   OPTIK

Hybrid ABC-ANN for pavement surface distress detection and classification

(2015) Anan Banharnsakun   International Journal of Machine Learning and Cybernetics

Automatic Pavement Crack Recognition Based on BP Neural Network

(2014) Li Li et al.   Promet-Traffic & Transportation

Matched Filtering Algorithm for Pavement Cracking Detection

(2013) Allen Zhang et al.   TRANSPORTATION RESEARCH RECORD

Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

(2013) Anderson Rocha et al.   IEEE Transactions on Neural Networks and Learning Systems

Beamlet Transform-Based Technique for Pavement Crack Detection and Classification

(2010) L. Ying et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

JADE: Adaptive Differential Evolution With Optional External Archive

(2009) Jingqiao Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION