Cargando…

Deterioration Level Estimation Based on Convolutional Neural Network Using Confidence-Aware Attention Mechanism for Infrastructure Inspection

This paper presents deterioration level estimation based on convolutional neural networks using a confidence-aware attention mechanism for infrastructure inspection. Spatial attention mechanisms try to highlight the important regions in feature maps for estimation by using an attention map. The atte...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ogawa, Naoki, Maeda, Keisuke, Ogawa, Takahiro, Haseyama, Miki
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749752/ https://www.ncbi.nlm.nih.gov/pubmed/35009924 http://dx.doi.org/10.3390/s22010382

Ejemplares similares

Reliable Estimation of Deterioration Levels via Late Fusion Using Multi-View Distress Images for Practical Inspection
por: Maeda, Keisuke, et al.
Publicado: (2021)

Estimation of Degradation Degree in Road Infrastructure Based on Multi-Modal ABN Using Contrastive Learning
por: Higashi, Takaaki, et al.
Publicado: (2023)

Detection of Important Scenes in Baseball Videos via a Time-Lag-Aware Multimodal Variational Autoencoder †
por: Hirasawa, Kaito, et al.
Publicado: (2021)

Time-Lag Aware Latent Variable Model for Prediction of Important Scenes Using Baseball Videos and Tweets
por: Hirasawa, Kaito, et al.
Publicado: (2022)

Few-Shot Personalized Saliency Prediction Based on Adaptive Image Selection Considering Object and Visual Attention†
por: Moroto, Yuya, et al.
Publicado: (2020)

Tensor-Based Emotional Category Classification via Visual Attention-Based Heterogeneous CNN Feature Fusion
por: Moroto, Yuya, et al.
Publicado: (2020)

Zero-Shot Neural Decoding with Semi-Supervised Multi-View Embedding
por: Akamatsu, Yusuke, et al.
Publicado: (2023)

Chronic atrophic gastritis detection with a convolutional neural network considering stomach regions
por: Kanai, Misaki, et al.
Publicado: (2020)

Brain Decoding of Multiple Subjects for Estimating Visual Information Based on a Probabilistic Generative Model
por: Higashi, Takaaki, et al.
Publicado: (2022)

Rubber Material Property Prediction Using Electron Microscope Images of Internal Structures Taken under Multiple Conditions
por: Togo, Ren, et al.
Publicado: (2021)

Regularization Meets Enhanced Multi-Stage Fusion Features: Making CNN More Robust against White-Box Adversarial Attacks
por: Zhang, Jiahuan, et al.
Publicado: (2022)

Multi-Label Classification in Anime Illustrations Based on Hierarchical Attribute Relationships
por: Lan, Ziwen, et al.
Publicado: (2023)

Prediction of Shooting Events in Soccer Videos Using Complete Bipartite Graphs and Players’ Spatial-Temporal Relations
por: Goka, Ryota, et al.
Publicado: (2023)

Manipulation Direction: Evaluating Text-Guided Image Manipulation Based on Similarity between Changes in Image and Text Modalities
por: Watanabe, Yuto, et al.
Publicado: (2023)

Distress Detection in Subway Tunnel Images via Data Augmentation Based on Selective Image Cropping and Patching
por: Maeda, Keisuke, et al.
Publicado: (2022)

Trial Analysis of the Relationship between Taste and Biological Information Obtained While Eating Strawberries for Sensory Evaluation
por: Maeda, Keisuke, et al.
Publicado: (2022)

Defect Detection of Subway Tunnels Using Advanced U-Net Network
por: Wang, An, et al.
Publicado: (2022)

Controllable Music Playlist Generation Based on Knowledge Graph and Reinforcement Learning †
por: Sakurai, Keigo, et al.
Publicado: (2022)

COVID-19 detection based on self-supervised transfer learning using chest X-ray images
por: Li, Guang, et al.
Publicado: (2022)

Diversity Learning Based on Multi-Latent Space for Medical Image Visual Question Generation
por: Zhu, He, et al.
Publicado: (2023)

Off-Screen Sound Separation Based on Audio-visual Pre-training Using Binaural Audio
por: Yoshida, Masaki, et al.
Publicado: (2023)

Boosting automatic COVID-19 detection performance with self-supervised learning and batch knowledge ensembling
por: Li, Guang, et al.
Publicado: (2023)

Action Recognition by an Attention-Aware Temporal Weighted Convolutional Neural Network
por: Wang, Le, et al.
Publicado: (2018)

A Compact Convolutional Neural Network for Surface Defect Inspection
por: Huang, Yibin, et al.
Publicado: (2020)

Deep Convolutional Neural Network Optimization for Defect Detection in Fabric Inspection
por: Ho, Chao-Ching, et al.
Publicado: (2021)

Robust Powerline Equipment Inspection System Based on a Convolutional Neural Network
por: Siddiqui, Zahid Ali, et al.
Publicado: (2018)

Inspecting Decorative Ceramic Defects by Fusing Convolutional Neural Network and Image Recognition
por: Jin, Kaiyan, et al.
Publicado: (2022)

Deterioration Mechanisms and Advanced Inspection Technologies of Aluminum Windows
por: Chen, Huaguo, et al.
Publicado: (2022)

The Friction Properties of Firebrat Scales
por: Hirai, Yuji, et al.
Publicado: (2019)

Neural networks and confidence limit estimates
por: Berg, B A, et al.
Publicado: (1998)

Inspection and maintenance of industrial infrastructure with autonomous underwater robots
por: Nauert, Franka, et al.
Publicado: (2023)

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

Retracted: Inspecting Decorative Ceramic Defects by Fusing Convolutional Neural Network and Image Recognition
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

A Novel Method to Inspect 3D Ball Joint Socket Products Using 2D Convolutional Neural Network with Spatial and Channel Attention
por: Mustafaev, Bekhzod, et al.
Publicado: (2022)

A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account
por: Namdar, Khashayar, et al.
Publicado: (2021)

Remote drain inspection framework using the convolutional neural network and re-configurable robot Raptor
por: Melvin, Lee Ming Jun, et al.
Publicado: (2021)

A Novel Defect Inspection System Using Convolutional Neural Network for MEMS Pressure Sensors
por: Deng, Mingxing, et al.
Publicado: (2022)

Quantitative evaluation of deep convolutional neural network-based image denoising for low-dose computed tomography
por: Usui, Keisuke, et al.
Publicado: (2021)

CACRNN: A Context-Aware Attention-Based Convolutional Recurrent Neural Network for Fine-Grained Taxi Demand Prediction
por: Wu, Wenbin, et al.
Publicado: (2020)

Generation and Processing of Simulated Underwater Images for Infrastructure Visual Inspection with UUVs
por: Álvarez-Tuñón, Olaya, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_o49ffap8m2dov4tfpau92ri384