Automatic image-based brick segmentation and crack detection of masonry walls using machine learning

An innovative image processing-based framework for the numerical modelling of cracked masonry structures

(2021) Dimitrios Loverdos et al.   AUTOMATION IN CONSTRUCTION

Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning

(2021) Dimitris Dais et al.   AUTOMATION IN CONSTRUCTION

Novel invisible markers for monitoring cracks on masonry structures

(2021) İhsan E. Bal et al.   CONSTRUCTION AND BUILDING MATERIALS

Employing non-contact sensing techniques for improving efficiency and automation in numerical modelling of existing masonry structures: A critical literature review

(2021) Nicko Kassotakis et al.   Structures

The behavior mapping of masonry arches subjected to lumped deformations

(2021) Gabriel Stockdale et al.   CONSTRUCTION AND BUILDING MATERIALS

Crack Detection and Segmentation Using Deep Learning with 3D Reality Mesh Model for Quantitative Assessment and Integrated Visualization

(2020) Rony Kalfarisi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

3D homogenized limit analysis of non-periodic multi-leaf masonry walls

(2020) Simone Tiberti et al.   COMPUTERS & STRUCTURES

A Genetic Algorithm adaptive homogeneous approach for evaluating settlement-induced cracks in masonry walls

(2020) Simone Tiberti et al.   ENGINEERING STRUCTURES

Quantifying the effect of geometric uncertainty on the structural behaviour of arches developed from direct measurement and Structure-from-Motion (SfM) photogrammetry

(2020) N. Kassotakis et al.   ENGINEERING STRUCTURES

Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring

(2019) Billie F. Spencer et al.   Engineering

Automatic damage detection of historic masonry buildings based on mobile deep learning

(2019) Niannian Wang et al.   AUTOMATION IN CONSTRUCTION

2D pixel homogenized limit analysis of non-periodic masonry walls

(2019) Simone Tiberti et al.   COMPUTERS & STRUCTURES

Automated defect detection and classification in ashlar masonry walls using machine learning

(2019) Enrique Valero et al.   AUTOMATION IN CONSTRUCTION

Automatic segmentation of 3D point clouds of rubble masonry walls, and its application to building surveying, repair and maintenance

(2018) Enrique Valero et al.   AUTOMATION IN CONSTRUCTION

Methodology for diagnosing crack patterns in masonry structures using photogrammetry and distinct element modeling

(2018) Rebecca Napolitano et al.   ENGINEERING STRUCTURES

Enhancement of thermographic images as tool for structural analysis in earthquake engineering

(2015) F. Cluni et al.   NDT & E INTERNATIONAL

Crack Patterns Induced by Foundation Settlements: Integrated Analysis on a Renaissance Masonry Palace in Italy

(2014) Claudio Alessandri et al.   International Journal of Architectural Heritage

Image-Based Delineation and Classification of Built Heritage Masonry

(2014) Noelia Oses et al.   Remote Sensing

Contour Detection and Hierarchical Image Segmentation

(2010) P Arbeláez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE