Road damage detection using super-resolution and semi-supervised learning with generative adversarial network

Road surface damage detection based on hierarchical architecture using lightweight auto-encoder network

(2021) Seungbo Shim et al.   AUTOMATION IN CONSTRUCTION

Ensemble of Deep Convolutional Neural Networks for Automatic Pavement Crack Detection and Measurement

(2020) Zhun Fan et al.   Coatings

Pavement crack detection network based on pyramid structure and attention mechanism

(2020) Xuezhi Xiang et al.   IET Image Processing

Deep super resolution crack network (SrcNet) for improving computer vision–based automated crack detectability in in situ bridges

(2020) Hyunjin Bae et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Automatic Crack Detection on Road Pavements Using Encoder-Decoder Architecture

(2020) Zhun Fan et al.   Materials

Machine Learning for Crack Detection: Review and Model Performance Comparison

(2020) Yung-An Hsieh et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Frequency–Wavenumber Analysis of Deep Learning-based Super Resolution 3D GPR Images

(2020) Man-Sung Kang et al.   Remote Sensing

KGSNet: Key-Point-Guided Super-Resolution Network for Pedestrian Detection in the Wild

(2020) Yongqiang Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

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

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

PortraitNet: Real-time portrait segmentation network for mobile device

(2019) Song-Hai Zhang et al.   COMPUTERS & GRAPHICS-UK

DeepCrack: A deep hierarchical feature learning architecture for crack segmentation

(2019) Yahui Liu et al.   NEUROCOMPUTING

Densely connected deep neural network considering connectivity of pixels for automatic crack detection

(2019) Qipei Mei et al.   AUTOMATION IN CONSTRUCTION

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

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

Global patterns of current and future road infrastructure

(2018) Johan R Meijer et al.   Environmental Research Letters

Automatic Pixel-Level Pavement Crack Detection Using Information of Multi-Scale Neighborhoods

(2018) Dihao Ai et al.   IEEE Access

Automated Pixel-Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

(2018) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Multi-scale classification network for road crack detection

(2018) Hui Feng et al.   IET Intelligent Transport Systems

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

(2018) Qin Zou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic Road Crack Detection Using Random Structured Forests

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

Automatic Detection and Notification of Potholes and Humps on Roads to Aid Drivers

(2015) Rajeshwari Madli et al.   IEEE SENSORS JOURNAL

Automated Road Information Extraction From Mobile Laser Scanning Data

(2015) Haiyan Guan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS