An integration–competition network for bridge crack segmentation under complex scenes

Transformer‐optimized generation, detection, and tracking network for images with drainage pipeline defects

(2023) Duo Ma et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results

(2023) Tatsuro Yamane et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vision‐aided three‐dimensional damage quantification and finite element model geometric updating for reinforced concrete structures

(2023) Qingzhao Kong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network

(2023) Zhong Zhou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator

(2023) Seungbo Shim et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Estimator for generalization performance of machine learning model trained by biased data collected from multiple references

(2023) Yuriko Okazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Reconstruction of sub‐mm 3D pavement images using recursive generative adversarial network for faster texture measurement

(2023) Guolong Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Attention‐guided multiscale neural network for defect detection in sewer pipelines

(2023) Yanfen Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Large‐scale building damage assessment using a novel hierarchical transformer architecture on satellite images

(2023) Navjot Kaur et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks

(2023) Wenlong Ye et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data

(2023) Thitirat Siriborvornratanakul   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Hazard ontology and 4D benchmark model for facilitation of automated construction safety requirement analysis

(2023) Karsten W. Johansen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Segmentation Detection Method for Complex Road Cracks Collected by UAV Based on HC-Unet++

(2023) Hongbin Cao et al.   Drones

Pixel-level road crack detection in UAV remote sensing images based on ARD-Unet

(2023) Yuxi Gao et al.   MEASUREMENT

Multi-scale Sparse Network with Cross-Attention Mechanism for image-based butterflies fine-grained classification

(2022) Maopeng Li et al.   APPLIED SOFT COMPUTING

Deep multi-scale dual-channel convolutional neural network for Internet of Things apple disease detection

(2022) Wenzhuo Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

BC-DUnet-based segmentation of fine cracks in bridges under a complex background

(2022) Tao Liu et al.   PLoS One

An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation

(2022) Kaiping Wang et al.   International Journal of Neural Systems

Automatic concrete defect detection and reconstruction by aligning aerial images onto semantic‐rich building information model

(2022) Junjie Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Real‐time automatic crack detection method based on drone

(2022) Shiqiao Meng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Proactive proximity monitoring with instance segmentation and unmanned aerial vehicle‐acquired video‐frame prediction

(2021) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Hybrid deep learning architecture for rail surface segmentation and surface defect detection

(2021) Yunpeng Wu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Enriched and discriminative convolutional neural network features for pedestrian re‐identification and trajectory modeling

(2021) Peter Kok‐Yiu Wong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

SCCDNet: A Pixel-Level Crack Segmentation Network

(2021) Haotian Li et al.   Applied Sciences-Basel

CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network

(2021) Chengjia Han et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automated crack evaluation of a high-rise bridge pier using a ring-type climbing robot

(2020) Keunyoung Jang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic railroad track components inspection using real‐time instance segmentation

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

U2-Net: Going deeper with nested U-structure for salient object detection

(2020) Xuebin Qin et al.   PATTERN RECOGNITION

Automated crack assessment and quantitative growth monitoring

(2020) Si‐Yu Kong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Remote Sensing Image Classification Based on a Cross-Attention Mechanism and Graph Convolution

(2020) Weiwei Cai et al.   IEEE Geoscience and Remote Sensing Letters

CCNet: Criss-Cross Attention for Semantic Segmentation

(2020) Zilong Huang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Image-based concrete crack detection in tunnels using deep fully convolutional networks

(2019) Yupeng Ren et al.   CONSTRUCTION AND BUILDING MATERIALS

Zernike‐moment measurement of thin‐crack width in images enabled by dual‐scale deep learning

(2018) FuTao Ni et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

INFRARED THERMOGRAPHY FOR DETECTING DEFECTS IN CONCRETE STRUCTURES

(2018) Gene F. Sirca Jr. et al.   Journal of Civil Engineering and Management

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection

(2016) Rabih Amhaz et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS