Intelligent monitoring of spatially-distributed cracks using distributed fiber optic sensors assisted by deep learning

Automatic interpretation of strain distributions measured from distributed fiber optic sensors for crack monitoring

(2023) Yiming Liu et al.   MEASUREMENT

Metaheuristic inverse analysis on interfacial mechanics of distributed fiber optic sensors undergoing interfacial debonding

(2023) Xiao Tan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Crack detection algorithm for concrete structures based on super-resolution reconstruction and segmentation network

(2022) Chao Xiang et al.   AUTOMATION IN CONSTRUCTION

Experimental investigation on flexural behavior of steel-concrete composite floor slabs with distributed fiber optic sensors

(2022) Hao Bai et al.   Journal of Building Engineering

Brillouin fiber optic sensors and mobile augmented reality-based digital twins for quantitative safety assessment of underground pipelines

(2022) Minghao Li et al.   AUTOMATION IN CONSTRUCTION

Deep learning model for automated detection of efflorescence and its possible treatment in images of brick facades

(2022) David Marín-García et al.   AUTOMATION IN CONSTRUCTION

Assessment and visualization of performance indicators of reinforced concrete beams by distributed optical fibre sensing

(2021) Carlos G Berrocal et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Measurement and visualization of strains and cracks in CFRP post-tensioned fiber reinforced concrete beams using distributed fiber optic sensors

(2021) Xiao Tan et al.   AUTOMATION IN CONSTRUCTION

Strain transfer effect in distributed fiber optic sensors under an arbitrary field

(2021) Xiao Tan et al.   AUTOMATION IN CONSTRUCTION

Automated crack severity level detection and classification for ballastless track slab using deep convolutional neural network

(2021) Weidong Wang et al.   AUTOMATION IN CONSTRUCTION

Distributed fibre optic monitoring of damaged lining in double-arch tunnel and analysis of its deformation mode

(2021) Yi Sui et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Automated defect inspection of concrete structures

(2021) Jun Kang Chow et al.   AUTOMATION IN CONSTRUCTION

Distributed fibre optic sensors in FRP composite bridge monitoring: Validation through proof load tests

(2021) Tomasz Siwowski et al.   ENGINEERING STRUCTURES

Inverse analysis of strain distributions sensed by distributed fiber optic sensors subject to strain transfer

(2021) Soroush Mahjoubi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Crack monitoring in reinforced concrete beams by distributed optical fiber sensors

(2020) Carlos G. Berrocal et al.   Structure and Infrastructure Engineering

Deep learning method for detection of structural microcracks by brillouin scattering based distributed optical fiber sensors

(2020) Qingsong Song et al.   Smart Materials and Structures

Automatic railroad track components inspection using real‐time instance segmentation

(2020) Feng Guo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Crack monitoring and damage assessment of BFRP-jacketed concrete cylinders under compression load based on acoustic emission techniques

(2020) Gao Ma et al.   CONSTRUCTION AND BUILDING MATERIALS

Measuring crack width using a distributed fiber optic sensor based on optical frequency domain reflectometry

(2020) Xiao Tan et al.   MEASUREMENT

Distributed optical fiber sensing: Review and perspective

(2019) Ping Lu et al.   Applied Physics Reviews

Micro-crack detection method of steel beam surface using stacked autoencoders on massive full-scale sensing strains

(2019) Qingsong Song et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A deep learning-based framework for an automated defect detection system for sewer pipes

(2019) Xianfei Yin et al.   AUTOMATION IN CONSTRUCTION

Investigation of collapse of Florida International University (FIU) pedestrian bridge

(2019) Xuhong Zhou et al.   ENGINEERING STRUCTURES

A new measurement approach for deflection monitoring of large-scale bored piles using distributed fiber sensing technology

(2018) Dong-sheng Xu et al.   MEASUREMENT

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Plastic fiber evanescent sensor in measurement of turbidity

(2018) S. Yeoh et al.   SENSORS AND ACTUATORS A-PHYSICAL

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Review of Distributed Optical Fiber Sensors for Civil Engineering Applications

(2016) António Barrias et al.   SENSORS

Dam Seepage Monitoring Based on Distributed Optical Fiber Temperature System

(2015) Huaizhi Su et al.   IEEE SENSORS JOURNAL

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Distributed fiber optic monitoring and stability analysis of a model slope under surcharge loading

(2014) Hong-Hu Zhu et al.   Journal of Mountain Science

Theoretical and Experimental Investigations into Crack Detection with BOTDR-Distributed Fiber Optic Sensors

(2013) Xin Feng et al.   JOURNAL OF ENGINEERING MECHANICS

LabelMe: Online Image Annotation and Applications

(2010) Antonio Torralba et al.   PROCEEDINGS OF THE IEEE