Cargando…

Rapid Post-Earthquake Structural Damage Assessment Using Convolutional Neural Networks and Transfer Learning

The adoption of artificial intelligence in post-earthquake inspections and reconnaissance has received considerable attention in recent years, owing to its exponential increase in computation capabilities and inherent potential in addressing disadvantages associated with manual inspections. Herein,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ogunjinmi, Peter Damilola, Park, Sung-Sik, Kim, Bubryur, Lee, Dong-Eun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099597/ https://www.ncbi.nlm.nih.gov/pubmed/35591163 http://dx.doi.org/10.3390/s22093471

Ejemplares similares

Convolutional Neural Network-Based Rapid Post-Earthquake Structural Damage Detection: Case Study
por: Moscoso Alcantara, Edisson Alberto, et al.
Publicado: (2022)

Convolutional neural network for earthquake detection and location
por: Perol, Thibaut, et al.
Publicado: (2018)

An Automated Image-Based Multivariant Concrete Defect Recognition Using a Convolutional Neural Network with an Integrated Pooling Module
por: Kim, Bubryur, et al.
Publicado: (2022)

Learning in Convolutional Neural Networks Accelerated by Transfer Entropy
por: Moldovan, Adrian, et al.
Publicado: (2021)

Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning
por: Oh, Kanghan, et al.
Publicado: (2019)

Machine Learning-Based Rapid Post-Earthquake Damage Detection of RC Resisting-Moment Frame Buildings
por: Alcantara, Edisson Alberto Moscoso, et al.
Publicado: (2023)

Learning to Detect Cracks on Damaged Concrete Surfaces Using Two-Branched Convolutional Neural Network
por: Lee, Jieun, et al.
Publicado: (2019)

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes
por: Kensert, Alexander, et al.
Publicado: (2019)

Incorrect Facemask-Wearing Detection Using Convolutional Neural Networks with Transfer Learning
por: Tomás, Jesús, et al.
Publicado: (2021)

High-throughput soybean seeds phenotyping with convolutional neural networks and transfer learning
por: Yang, Si, et al.
Publicado: (2021)

Recognition of industrial machine parts based on transfer learning with convolutional neural network
por: Li, Qiaoyang, et al.
Publicado: (2021)

Transfer learning for data‐efficient abdominal muscle segmentation with convolutional neural networks
por: McSweeney, Dónal M., et al.
Publicado: (2022)

Spatiotemporal Graph Convolutional Networks for Earthquake Source Characterization
por: Zhang, Xitong, et al.
Publicado: (2022)

Effectiveness of transfer learning for enhancing tumor classification with a convolutional neural network on frozen sections
por: Kim, Young-Gon, et al.
Publicado: (2020)

Transfer learning in a deep convolutional neural network for implant fixture classification: A pilot study
por: Kim, Hak-Sun, et al.
Publicado: (2022)

Author Correction: Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning
por: Oh, Kanghan, et al.
Publicado: (2020)

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images
por: Byra, Michał, et al.
Publicado: (2018)

Bangladeshi Native Vehicle Classification Based on Transfer Learning with Deep Convolutional Neural Network
por: Hasan, Md Mahibul, et al.
Publicado: (2021)

A Transfer Learning Approach with a Convolutional Neural Network for the Classification of Lung Carcinoma
por: Humayun, Mamoona, et al.
Publicado: (2022)

Osteoporosis diagnosis in knee X-rays by transfer learning based on convolution neural network
por: Wani, Insha Majeed, et al.
Publicado: (2022)

Intelligent Identification of Jute Pests Based on Transfer Learning and Deep Convolutional Neural Networks
por: Sourav, Md Sakib Ullah, et al.
Publicado: (2022)

Three-Dimensional Printing Quality Inspection Based on Transfer Learning with Convolutional Neural Networks
por: Yang, Cheng-Jung, et al.
Publicado: (2023)

Voice disorder classification using convolutional neural network based on deep transfer learning
por: Peng, Xiangyu, et al.
Publicado: (2023)

Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks
por: Park, Jinhee, et al.
Publicado: (2016)

Earthquake Damage Visualization (EDV) Technique for the Rapid Detection of Earthquake-Induced Damages Using SAR Data
por: Sharma, Ram C., et al.
Publicado: (2017)

Novel ANOVA-Statistic-Reduced Deep Fully Connected Neural Network for the Damage Grade Prediction of Post-Earthquake Buildings
por: Sri Preethaa, K. R., et al.
Publicado: (2023)

Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data
por: López-García, Guillermo, et al.
Publicado: (2020)

Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs
por: Lee, Ki-Sun, et al.
Publicado: (2020)

Transfer of Learning in the Convolutional Neural Networks on Classifying Geometric Shapes Based on Local or Global Invariants
por: Zheng, Yufeng, et al.
Publicado: (2021)

Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning
por: Chen, Yao-Mei, et al.
Publicado: (2021)

Research on Pepper External Quality Detection Based on Transfer Learning Integrated with Convolutional Neural Network
por: Ren, Rui, et al.
Publicado: (2021)

Classification of Cardiomyopathies from MR Cine Images Using Convolutional Neural Network with Transfer Learning
por: Germain, Philippe, et al.
Publicado: (2021)

Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
por: Link, Johannes, et al.
Publicado: (2022)

Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images
por: Sahinbas, Kevser, et al.
Publicado: (2021)

An MRI Scans-Based Alzheimer’s Disease Detection via Convolutional Neural Network and Transfer Learning
por: Chui, Kwok Tai, et al.
Publicado: (2022)

Transfer Learning-Based Multi-Scale Denoising Convolutional Neural Network for Prostate Cancer Detection
por: Chui, Kwok Tai, et al.
Publicado: (2022)

Surface Defect Detection of Fresh-Cut Cauliflowers Based on Convolutional Neural Network with Transfer Learning
por: Li, Yaodi, et al.
Publicado: (2022)

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning
por: Harimi, Ali, et al.
Publicado: (2022)

Prediction of micro-hardness in thread rolling of St37 by convolutional neural networks and transfer learning
por: Soleymani, Mehdi, et al.
Publicado: (2022)

Road Surface Damage Detection Using Fully Convolutional Neural Networks and Semi-Supervised Learning
por: Chun, Chanjun, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_p0b911rnei29hc8m5rua72kvb1