Cargando…

Threshold-Based BRISQUE-Assisted Deep Learning for Enhancing Crack Detection in Concrete Structures

Automated visual inspection has made significant advancements in the detection of cracks on the surfaces of concrete structures. However, low-quality images significantly affect the classification performance of convolutional neural networks (CNNs). Therefore, it is essential to evaluate the suitabi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pennada, Sanjeetha, Perry, Marcus, McAlorum, Jack, Dow, Hamish, Dobie, Gordon
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607118/ https://www.ncbi.nlm.nih.gov/pubmed/37888325 http://dx.doi.org/10.3390/jimaging9100218

Ejemplares similares

Wireless Concrete Strength Monitoring of Wind Turbine Foundations
por: Perry, Marcus, et al.
Publicado: (2017)

Crack Monitoring of Operational Wind Turbine Foundations
por: Perry, Marcus, et al.
Publicado: (2017)

ConcrEITS: An Electrical Impedance Interrogator for Concrete Damage Detection Using Self-Sensing Repairs
por: McAlorum, Jack, et al.
Publicado: (2021)

Ambient Cured Fly Ash Geopolymer Coatings for Concrete
por: Biondi, L., et al.
Publicado: (2019)

An automated method for BRISQUE quantification of image quality in echocardiography
por: Jayaneththi, N, et al.
Publicado: (2022)

Self-Sensing Rubber for Bridge Bearing Monitoring
por: Orfeo, Alessandra, et al.
Publicado: (2023)

Field Demonstration of Real-Time Wind Turbine Foundation Strain Monitoring
por: Rubert, Tim, et al.
Publicado: (2017)

Crack detection for concrete bridges with imaged based deep learning
por: Wan, Chunfeng, et al.
Publicado: (2022)

The Image Definition Assessment of Optoelectronic Tracking Equipment Based on the BRISQUE Algorithm with Gaussian Weights
por: Zhang, Ning, et al.
Publicado: (2023)

Fast Detection of Missing Thin Propagating Cracks during Deep-Learning-Based Concrete Crack/Non-Crack Classification
por: Kolappan Geetha, Ganesh, et al.
Publicado: (2023)

Deep Learning-Based Feature Silencing for Accurate Concrete Crack Detection
por: Billah, Umme Hafsa, et al.
Publicado: (2020)

Crack Texture Feature Identification of Fiber Reinforced Concrete Based on Deep Learning
por: Zhou, Shuangxi, et al.
Publicado: (2022)

Automated Vision-Based Detection of Cracks on Concrete Surfaces Using a Deep Learning Technique
por: Kim, Byunghyun, et al.
Publicado: (2018)

Robust Determination of Fatigue Crack Propagation Thresholds from Crack Growth Data
por: Schönherr, Josef Arthur, et al.
Publicado: (2022)

Vision and Deep Learning-Based Algorithms to Detect and Quantify Cracks on Concrete Surfaces from UAV Videos
por: Bhowmick, Sutanu, et al.
Publicado: (2020)

Analysis of Carbonation Behavior of Cracked Concrete
por: Guo, Qun, et al.
Publicado: (2022)

Concrete Cover Cracking and Reinforcement Corrosion Behavior in Concrete with New-to-Old Concrete Interfaces
por: Zhang, Juhui, et al.
Publicado: (2023)

Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures
por: Ali, Luqman, et al.
Publicado: (2021)

Assessment of Cracking Widths in a Concrete Wall Based on TIR Radiances of Cracking
por: Su, Tung-Ching
Publicado: (2020)

Crack Evaluation of Concrete Using Mechanochromic Sensor
por: Pyeon, Sujeong, et al.
Publicado: (2023)

Mobile-DenseNet: Detection of building concrete surface cracks using a new fusion technique based on deep learning
por: Akgül, İsmail
Publicado: (2023)

Near-threshold fatigue crack propagation without oxide-induced crack closure
por: Tazoe, Koki, et al.
Publicado: (2020)

Experimental Behavior of Cracked Reinforced Concrete Columns Strengthened with Reinforced Concrete Jacketing
por: Mohamed Sayed, Ahmed, et al.
Publicado: (2020)

Dismantling of Reinforced Concrete Using Steam Pressure Cracking System: Drilling and Crack Propagation
por: Kamiya, Osamu, et al.
Publicado: (2023)

Correction: Zhang, N.; Lin, C. The Image Definition Assessment of Optoelectronic Tracking Equipment Based on the BRISQUE Algorithm with Gaussian Weights. Sensors 2023, 23, 1621
por: Zhang, Ning, et al.
Publicado: (2023)

Fractal Cracking Patterns in Concretes Exposed to Sulfate Attack
por: Yao, Jinwei, et al.
Publicado: (2019)

Crack Mitigation in Concrete: Superabsorbent Polymers as Key to Success?
por: Mignon, Arn, et al.
Publicado: (2017)

Fractal Characteristics of Corrosion-Induced Cracks in Reinforced Concrete
por: Ji, Haodong, et al.
Publicado: (2020)

Use of Genetically Modified Bacteria to Repair Cracks in Concrete
por: Zhang, Zhigang, et al.
Publicado: (2019)

Analysis of Crack Width Development in Reinforced Concrete Beams
por: Goszczyńska, Barbara, et al.
Publicado: (2021)

Automatic Detection of Cracks on Concrete Surfaces in the Presence of Shadows
por: Palevičius, Paulius, et al.
Publicado: (2022)

Investigation into the Time-Dependent Crack Propagation Rate of Concrete
por: Song, Jingxiang, et al.
Publicado: (2023)

Crack Shape Coefficient: Comparison between Different DFOS Tools Embedded for Crack Monitoring in Concrete
por: Howiacki, Tomasz, et al.
Publicado: (2023)

Rock Crack Recognition Technology Based on Deep Learning
por: Li, Jinbei, 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)

Water Transport through Cracked Concrete Structures—Effect of Mixture Proportion on Separating Crack Geometry and Permeability
por: Mengel, Lena, et al.
Publicado: (2022)

Effects of the Ground Resolution and Thresholding on Crack Width Measurements
por: Cho, Hyunwoo, et al.
Publicado: (2018)

Applications and Life Cycle Assessment of Shape Memory Polyethylene Terephthalate in Concrete for Crack Closure
por: Maddalena, Riccardo, et al.
Publicado: (2022)

Effect of restraint, volume change, and reinforcement on cracking of mass concrete
Publicado: (1995)

A Monitoring Method Based on FBG for Concrete Corrosion Cracking
por: Mao, Jianghong, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_midqcdir8kjbu757dda6vaosd0