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

A deep‐learning‐based computer vision solution for construction vehicle detection

(2020) Saeed Arabi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation

(2020) Mouna Afif et al.   NEURAL PROCESSING LETTERS

Uncertainty‐assisted deep vision structural health monitoring

(2020) Seyed Omid Sajedi 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

Detection of Railway Masts in Airborne LiDAR Data

(2020) M. R. M. F. Ariyachandra et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

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

(2020) Xuebin Qin et al.   PATTERN RECOGNITION

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Densely Pyramidal Residual Network for UAV-based Railway Images Dehazing

(2019) Yunpeng Wu et al.   NEUROCOMPUTING

Autonomous damage segmentation and measurement of glazed tiles in historic buildings via deep learning

(2019) Niannian Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Salient object detection employing a local tree-structured low-rank representation and foreground consistency

(2019) Qiang Zhang et al.   PATTERN RECOGNITION

Deep learning for data anomaly detection and data compression of a long‐span suspension bridge

(2019) FuTao Ni et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Diffuse ultrasonic wave-based structural health monitoring for railway turnouts

(2019) Kai Wang et al.   ULTRASONICS

Vision-Based Fatigue Crack Detection of Steel Structures Using Video Feature Tracking

(2018) Xiangxiong Kong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Deeply Supervised Salient Object Detection with Short Connections

(2018) Qibin Hou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Material based salient object detection from hyperspectral images

(2018) Jie Liang et al.   PATTERN RECOGNITION

Data-driven optimization of railway maintenance for track geometry

(2018) Siddhartha Sharma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A UAV-Based Visual Inspection Method for Rail Surface Defects

(2018) Yunpeng Wu et al.   Applied Sciences-Basel

A Cascaded Convolutional Neural Network for Single Image Dehazing

(2018) Chongyi Li et al.   IEEE Access

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel graph-based optimization framework for salient object detection

(2017) Jinxia Zhang et al.   PATTERN RECOGNITION

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

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

Visual Saliency Detection Based on Multiscale Deep CNN Features

(2016) Guanbin Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Surface defect detection for high-speed rails using an inverse P-M diffusion model

(2016) Zhendong He et al.   Sensor Review

A Real-Time Visual Inspection System for Discrete Surface Defects of Rail Heads

(2012) Qingyong Li et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Visual Detection System for Rail Surface Defects

(2012) Qingyong Li et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Perceptron Learning in Engineering Design

(2010) H. ADELI et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING