Deep Transfer Learning for Image-Based Structural Damage Recognition

Author:

Gao Yuqing12,Mosalam Khalid M.32

Affiliation:

1. Department of Civil and Environmental Engineering; University of California; Berkeley CA USA

2. Tsinghua-Berkeley Shenzhen Institute (TBSI); Shenzhen China

3. Department of Civil and Environmental Engineering; University of California, Berkeley and Pacific Earthquake Engineering Research (PEER) Center; Berkeley CA USA

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Graphics and Computer-Aided Design,Computer Science Applications,Civil and Structural Engineering

Reference46 articles.

1. Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks;Abdeljaber;Journal of Sound & Vibration,2017

2. Parallel structural analysis using threads;Adeli;Computer-Aided Civil and Infrastructure Engineering,1989

3. Deep learning of representations for unsupervised and transfer learning;Bengio;ICML Unsupervised and Transfer Learning,2012

4. Deep learning-based crack damage detection using convolutional neural networks;Cha;Computer-Aided Civil and Infrastructure Engineering,2017a

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