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

DeepCrack: A deep hierarchical feature learning architecture for crack segmentation

(2019) Yahui Liu et al.   NEUROCOMPUTING

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

(2019) Rahmat Ali et al.   CONSTRUCTION AND BUILDING MATERIALS

SDDNet: Real-Time Crack Segmentation

(2019) Wooram Choi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep Transfer Learning for Image-Based Structural Damage Recognition

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

Zernike‐moment measurement of thin‐crack width in images enabled by dual‐scale deep learning

(2018) FuTao Ni et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Pixel-level crack delineation in images with convolutional feature fusion

(2018) FuTao Ni et al.   Structural Control & Health Monitoring

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Deep learning-based automatic volumetric damage quantification using depth camera

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

Car Detection from Low-Altitude UAV Imagery with the Faster R-CNN

(2017) Yongzheng Xu et al.   JOURNAL OF ADVANCED TRANSPORTATION

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Concrete Crack Detection by Multiple Sequential Image Filtering

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

A robust automatic crack detection method from noisy concrete surfaces

(2010) Yusuke Fujita et al.   MACHINE VISION AND APPLICATIONS

Image-Based Framework for Concrete Surface Crack Monitoring and Quantification

(2010) ZhiQiang Chen et al.   Advances in Civil Engineering

A Survey on Transfer Learning

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