Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone

29 January 2018

Papers citing "Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone"

50 / 53 papers shown

Title
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms Nachuan Ma Zhengfei Song Qiang Hu Chuang-Wei Liu Yu Han Yanting Zhang Rui Fan Lihua Xie 57 0 0 23 Mar 2025
Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision Saeid Ataei Saeed Adibnazari Seyyed Taghi Ataei 40 0 0 21 Jan 2025
RDD4D: 4D Attention-Guided Road Damage Detection And Classification Asma Alkalbani Muhammad Saqib Ahmed Salim Alrawahi A. Anwar Chandarnath Adak Saeed Anwar 33 1 0 07 Jan 2025
Classifying Bicycle Infrastructure Using On-Bike Street-Level Images Kal Backman Ben Beck Dana Kulić 24 0 0 24 Oct 2024
Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets Blessing Agyei Kyem Eugene Kofi Okrah Denteh Joshua Kofi Asamoah Kenneth A. Tutu Armstrong Aboah 34 3 0 10 Aug 2024
GATSBI: An Online GTSP-Based Algorithm for Targeted Surface Bridge Inspection and Defect Detection Harnaik Dhami Charith Reddy V. Sharma Troi Williams Pratap Tokekar 44 1 0 24 Jun 2024
YOLO9tr: A Lightweight Model for Pavement Damage Detection Utilizing a Generalized Efficient Layer Aggregation Network and Attention Mechanism S. Youwai Achitaphon Chaiyaphat Pawarotorn Chaipetch 34 14 0 17 Jun 2024
Maintaining and Managing Road Quality:Using MLP and DNN Makgotso Jacqueline Maotwana 24 0 0 25 May 2024
Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey Jongmin Yu Jiaqi Jiang S. Fichera Paolo Paoletti Lisa Layzell Devansh Mehta Shan Luo 15 10 0 06 Feb 2024
CrashCar101: Procedural Generation for Damage Assessment Jens Parslov Erik Riise Dim P. Papadopoulos 18 1 0 11 Nov 2023
Integrating GAN and Texture Synthesis for Enhanced Road Damage Detection Tengyang Chen Jiangtao Ren GAN 32 4 0 13 Sep 2023
Fusing Pseudo Labels with Weak Supervision for Dynamic Traffic Scenarios Harshith Mohan Kumar Sean Lawrence 27 0 0 30 Aug 2023
A Computer Vision Enabled damage detection model with improved YOLOv5 based on Transformer Prediction Head Anisha Roy Jayabrata Bhaduri 27 9 0 07 Mar 2023
Cooperative Saliency-based Obstacle Detection and AR Rendering for Increased Situational Awareness Gerasimos Arvanitis Nikolaos Stagakis E. Zacharaki Konstantinos Moustakas 14 1 0 02 Feb 2023
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 24 76 0 29 Nov 2022
Crowdsensing-based Road Damage Detection Challenge (CRDDC-2022) Deeksha M. Arya Hiroya Maeda S. Ghosh Durga Toshniwal Hiroshi Omata Takehiro Kashiyama Osaka University of Economics 32 40 0 21 Nov 2022
AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage Haris Iqbal Hemang Chawla Arnav Varma Terence Brouns A. Badar Elahe Arani Bahram Zonooz 31 0 0 07 Oct 2022
Road Rutting Detection using Deep Learning on Images Poonam Kumari Saha Deeksha M. Arya Ashutosh Kumar Hiroya Maeda Y. Sekimoto 16 9 0 28 Sep 2022
RDD2022: A multi-national image dataset for automatic Road Damage Detection Deeksha M. Arya Hiroya Maeda S. Ghosh Durga Toshniwal Inc. 14 111 0 18 Sep 2022
Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms Nachuan Ma Jiahe Fan Wenshuo Wang Jin Wu Yu Jiang Lihua Xie Rui Fan 31 76 0 28 Apr 2022
A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure Y. Yu Samuel Scheidegger John-Fredrik Grönvall Magnus Palm Erik Svanberg Johan Amoruso Wennerby J. Bakker 17 0 0 17 Apr 2022
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection Venkata Beri ObjD 18 0 0 02 Mar 2022
A Computer Vision-assisted Approach to Automated Real-Time Road Infrastructure Management Philippe Heitzmann 16 0 0 27 Feb 2022
Iterative Self Knowledge Distillation -- From Pothole Classification to Fine-Grained and COVID Recognition Kuan-Chuan Peng 41 2 0 04 Feb 2022
Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck Zones R. Zelek Hyeran Jeon 14 3 0 03 Feb 2022
Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data Soroor Shekarizadeh R. Rastgoo Saif M. Al-Kuwari Mohammad Sabokrou 27 2 0 31 Jan 2022
Efficient Non-Compression Auto-Encoder for Driving Noise-based Road Surface Anomaly Detection Yeonghyeon Park JongHee Jung 27 4 0 22 Nov 2021
Deep Transfer Learning for Identifications of Slope Surface Cracks Yuting Yang Gang Mei 19 9 0 08 Aug 2021
Real-Time Pothole Detection Using Deep Learning Anas Al Shaghouri R. Alkhatib Samir Berjaoui 25 50 0 13 Jul 2021
AI Driven Road Maintenance Inspection Ratnajit Mukherjee Haris Iqbal Shabbir Marzban A. Badar Terence Brouns Shruthi Gowda Elahe Arani Bahram Zonooz 18 9 0 04 Jun 2021
Learning to Automatically Catch Potholes in Worldwide Road Scene Images J. Yebes David Montero Ignacio Arriola 8 22 0 17 May 2021
CNN Model & Tuning for Global Road Damage Detection Rahul Vishwakarma Ravigopal Vennelakanti 31 27 0 17 Mar 2021
Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines James-Andrew R. Sarmiento 9 17 0 11 Mar 2021
Damage detection using in-domain and cross-domain transfer learning Z. Bukhsh N. Jansen Aaqib Saeed 34 42 0 07 Feb 2021
Global Road Damage Detection: State-of-the-art Solutions Deeksha M. Arya Hiroya Maeda S. Ghosh Durga Toshniwal Hiroshi Omata Takehiro Kashiyama Yoshihide Sekimoto Indian Institute of Technology Roorkee 11 102 0 17 Nov 2020
Road Damage Detection using Deep Ensemble Learning Keval Doshi Yasin Yılmaz 13 52 0 30 Oct 2020
FasterRCNN Monitoring of Road Damages: Competition and Deployment T. Hascoet Yihao Zhang Andreas Persch R. Takashima T. Takiguchi Y. Ariki 15 23 0 22 Oct 2020
Fine-tuned Pre-trained Mask R-CNN Models for Surface Object Detection Haruhiro Fujita Masatoshi Itagaki Kenta Ichikawa Yew Kwang Hooi Kazutaka Kawano Ryo Yamamoto ObjD 14 2 0 22 Oct 2020
Transfer Learning-based Road Damage Detection for Multiple Countries Deeksha M. Arya Hiroya Maeda S. Ghosh Durga Toshniwal A. Mraz Takehiro Kashiyama Yoshihide Sekimoto Indian Institute of Technology Roorkee 24 73 0 30 Aug 2020
Vehicle Telematics Via Exteroceptive Sensors: A Survey F. M. Ortiz Matteo Sammarco L. Costa Marcin Detyniecki 20 10 0 27 Aug 2020
Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture Zhun Fan Chong Li Ying Chen Jiahong Wei G. Loprencipe Xiaopeng Chen P. D. Mascio 6 117 0 01 Jul 2020
Road surface detection and differentiation considering surface damages Thiago Rateke A. V. Wangenheim 17 56 0 23 Jun 2020
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index H. Majidifard Y. Adu-Gyamfi W. Buttlar 11 194 0 28 Apr 2020
Model Uncertainty Quantification for Reliable Deep Vision Structural Health Monitoring S. Sajedi Xiao Liang UQCV 11 2 0 10 Apr 2020
A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images Liming Jiang Yuanchang Xie Tianzhu Ren SSeg 10 19 0 09 Jan 2020
Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses H. Majidifard Peng Jin Y. Adu-Gyamfi W. Buttlar 19 131 0 20 Oct 2019
Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management Andrés Angulo Juan Antonio Vega Fernández L. Aguilar-Lobo S. Natraj Gilberto Ochoa-Ruiz 9 38 0 19 Sep 2019
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learning Cem Sazara M. Cetin Khan M. Iftekharuddin 14 26 0 31 Aug 2019
Investigation of wind pressures on tall building under interference effects using machine learning techniques G. Hu Lingbo Liu Dacheng Tao Jie Song K. Kwok AI4CE 14 1 0 20 Aug 2019
A deep learning based solution for construction equipment detection: from development to deployment Saeed Arabi Arya Haghighat Anuj Sharma 14 25 0 18 Apr 2019