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

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

(2020) Zhun Fan et al.   Coatings

Deep Learning Sensor Fusion for Autonomous Vehicle Perception and Localization: A Review

(2020) Jamil Fayyad et al.   SENSORS

Automatic Crack Detection on Road Pavements Using Encoder-Decoder Architecture

(2020) Zhun Fan et al.   Materials

MaDnet: multi-task semantic segmentation of multiple types of structural materials and damage in images of civil infrastructure

(2020) Vedhus Hoskere et al.   Journal of Civil Structural Health Monitoring

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

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

DeepCrack: A deep hierarchical feature learning architecture for crack segmentation

(2019) Yahui Liu et al.   NEUROCOMPUTING

Pothole Detection Using Computer Vision and Learning

(2019) Amita Dhiman et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

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

ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation

(2018) Eduardo Romera et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery

(2018) Yifan Pan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

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

RoadSense: Smartphone Application to Estimate Road Conditions Using Accelerometer and Gyroscope

(2017) Azza Allouch et al.   IEEE SENSORS JOURNAL

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

Pothole Detection Based on the Features of Intensity and Motion

(2016) Youngtae Jo et al.   TRANSPORTATION RESEARCH RECORD

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

(2015) Rajeshwari Madli et al.   IEEE SENSORS JOURNAL

Automated Detection of Urban Road Manhole Covers Using Mobile Laser Scanning Data

(2015) Yongtao Yu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automated Road Information Extraction From Mobile Laser Scanning Data

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

Assessment of stereo camera calibration techniques for a portable mobile mapping system

(2013) Michael Brogan et al.   IET Computer Vision

Pothole detection in asphalt pavement images

(2011) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS