Geometric Attention Regularization Enhancing Convolutional Neural Networks for Bridge Rubber Bearing Damage Assessment

Scale–Space Data Augmentation for Deep Transfer Learning of Crack Damage from Small Sized Datasets

(2020) Shimin Tang et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Numerical simulation and simplified model of vehicle-induced bridge deck fire in the full-open environment considering wind effect

(2020) Rujin Ma et al.   Structure and Infrastructure Engineering

Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network

(2019) Shengyuan Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2019) Niannian Wang et al.   AUTOMATION IN CONSTRUCTION

Quasi-autonomous bolt-loosening detection method using vision-based deep learning and image processing

(2019) Thanh-Canh Huynh et al.   AUTOMATION IN CONSTRUCTION

Comparative Study of Data Mining Models for Prediction of Bridge Future Conditions

(2019) Pablo Martinez et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

New Crack Detection Method for Bridge Inspection Using UAV Incorporating Image Processing

(2018) Bin Lei et al.   JOURNAL OF AEROSPACE ENGINEERING

Deep learning-based automatic volumetric damage quantification using depth camera

(2018) Gustavo H. Beckman et al.   AUTOMATION IN CONSTRUCTION

Defect Detection in Reinforced Concrete Using Random Neural Architectures

(2013) J.B. Butcher et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Concrete Crack Detection by Multiple Sequential Image Filtering

(2011) Takafumi Nishikawa et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Fast crack detection method for large-size concrete surface images using percolation-based image processing

(2009) Tomoyuki Yamaguchi et al.   MACHINE VISION AND APPLICATIONS