Structural Damage Detection using Deep Convolutional Neural Network and Transfer Learning

KSCE Journal of Civil Engineering ◽

10.1007/s12205-019-0437-z ◽

2019 ◽

Vol 23 (10) ◽

pp. 4493-4502 ◽

Author(s):

Chuncheng Feng ◽

Hua Zhang ◽

Shuang Wang ◽

Yonglong Li ◽

Haoran Wang ◽

...

Keyword(s):

Neural Network ◽

Damage Detection ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Structural Damage ◽

Deep Convolutional Neural Network ◽

Structural Damage Detection

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A hierarchical deep convolutional neural network and gated recurrent unit framework for structural damage detection

Information Sciences ◽

10.1016/j.ins.2020.05.090 ◽

2020 ◽

Vol 540 ◽

pp. 117-130 ◽

Author(s):

Jianxi Yang ◽

Likai Zhang ◽

Cen Chen ◽

Yangfan Li ◽

Ren Li ◽

...

Keyword(s):

Neural Network ◽

Damage Detection ◽

Convolutional Neural Network ◽

Structural Damage ◽

Deep Convolutional Neural Network ◽

Structural Damage Detection ◽

Gated Recurrent Unit

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Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization

Journal of Computing in Civil Engineering ◽

10.1061/(asce)cp.1943-5487.0000820 ◽

2019 ◽

Vol 33 (3) ◽

pp. 04019005 ◽

Author(s):

Nur Sila Gulgec ◽

Martin Takáč ◽

Shamim N. Pakzad

Keyword(s):

Neural Network ◽

Damage Detection ◽

Convolutional Neural Network ◽

Structural Damage ◽

Network Approach ◽

Structural Damage Detection ◽

Neural Network Approach ◽

Detection And Localization

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A framework of structural damage detection for civil structures using a combined multi-scale convolutional neural network and echo state network

Engineering With Computers ◽

10.1007/s00366-021-01584-4 ◽

2022 ◽

Author(s):

Yingying He ◽

Likai Zhang ◽

Zengshun Chen ◽

Cruz Y. Li

Keyword(s):

Neural Network ◽

Damage Detection ◽

Convolutional Neural Network ◽

Structural Damage ◽

Echo State Network ◽

Structural Damage Detection ◽

Civil Structures ◽

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A Data-Driven Structural Damage Detection Framework Based on Parallel Convolutional Neural Network and Bidirectional Gated Recurrent Unit

Information Sciences ◽

10.1016/j.ins.2021.02.064 ◽

2021 ◽

Author(s):

Jianxi Yang ◽

Fei Yang ◽

Yingxin Zhou ◽

Di Wang ◽

Ren Li ◽

...

Keyword(s):

Neural Network ◽

Damage Detection ◽

Convolutional Neural Network ◽

Structural Damage ◽

Data Driven ◽

Structural Damage Detection ◽

Gated Recurrent Unit

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Dynamic learning rate neural network training and composite structural damage detection

AIAA Journal ◽

10.2514/3.13701 ◽

1997 ◽

Vol 35 ◽

pp. 1522-1527

Author(s):

H. Luo ◽

S. Hanagud

Keyword(s):

Neural Network ◽

Damage Detection ◽

Structural Damage ◽

Learning Rate ◽

Neural Network Training ◽

Structural Damage Detection ◽

Dynamic Learning ◽

Network Training

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Deep convolutional neural network with new training method and transfer learning for structural fault classification of vehicle instrument panel structure

Journal of Mechanical Science and Technology ◽

10.1007/s12206-020-1009-3 ◽

2020 ◽

Vol 34 (11) ◽

pp. 4489-4498

Author(s):

Sang-Yun Lee ◽

Sang-Kwon Lee

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Deep Convolutional Neural Network ◽

Fault Classification ◽

Instrument Panel ◽

Training Method

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Plant Taxonomy in Hainan Based on Deep Convolutional Neural Network and Transfer Learning

2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) ◽

10.1109/trustcom50675.2020.00197 ◽

2020 ◽

Author(s):

Wei Liu ◽

Wenlong Feng ◽

Mengxing Huang ◽

Guilai Han ◽

Jialun Lin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Deep Convolutional Neural Network ◽

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Deep Convolutional Neural Network with Transfer Learning for Environmental Sound Classification

2021 International Conference on Computer, Control and Robotics (ICCCR) ◽

10.1109/icccr49711.2021.9349393 ◽

2021 ◽

Author(s):

Jianrui Lu ◽

Ruofei Ma ◽

Gongliang Liu ◽

Zhiliang Qin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Deep Convolutional Neural Network ◽

Environmental Sound ◽

Sound Classification

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Detection of COVID-19 in chest X-ray images using transfer learning with deep convolutional neural network

Proceedings of the 36th Annual ACM Symposium on Applied Computing ◽

10.1145/3412841.3442091 ◽

2021 ◽

Author(s):

Luis Vogado ◽

Pablo Vieira ◽

Pedro Santos Neto ◽

Lucas Lopes ◽

Gleison Silva ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Deep Convolutional Neural Network ◽

X Ray ◽

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Semantic Segmentation of Remote Sensing Images Using Transfer Learning and Deep Convolutional Neural Network With Dense Connection

IEEE Access ◽

10.1109/access.2020.3003914 ◽

2020 ◽

Vol 8 ◽

pp. 116744-116755 ◽

Author(s):

Binge Cui ◽

Xin Chen ◽

Yan Lu

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Semantic Segmentation ◽

Deep Convolutional Neural Network ◽

Remote Sensing Images

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