Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding

18 April 2019

Papers citing "Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding"

44 / 44 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
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 41 1 0 22 Aug 2024
Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing Jongmin Yu Chen Bene Chi S. Fichera Paolo Paoletti Devansh Mehta Shan Luo 38 1 0 06 Feb 2024
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration Nachuan Ma Rui Fan Lihua Xie 24 4 0 28 Jan 2024
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring Florent Forest Hugo Porta D. Tuia Olga Fink 30 7 0 20 Sep 2023
Deep Learning Approaches in Pavement Distress Identification: A Review Sizhe Guan Hao Liu H. Pourreza H. Mahyar 12 3 0 01 Aug 2023
Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection Yeonghyeon Park U. Gim Myung Jin Kim 29 0 0 10 Jul 2023
Dual flow fusion model for concrete surface crack segmentation Yuwei Duan 14 1 0 09 May 2023
Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition Rong Qin Luwen Huangfu Devon Hood James Ma Shengyue Huang 19 1 0 04 Dec 2022
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection Images Chenyu Zhang Muhammad Monjurul Karim Ruwen Qin 19 9 0 06 Sep 2022
CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets and Frameworks Shreyas Kulkarni Shreyas Singh Dhananjay Balakrishnan Siddharth Sharma Saipraneeth Devunuri Sai Chowdeswara Rao Korlapati 15 32 0 27 Aug 2022
Weakly-Supervised Crack Detection Yuki Inoue Hiroto Nagayoshi 16 8 0 14 Jun 2022
YOLOv5s-GTB: light-weighted and improved YOLOv5s for bridge crack detection Ruiqiang Xiao 16 6 0 03 Jun 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 27 0 0 17 Apr 2022
Computer-Aided Road Inspection: Systems and Algorithms Rui Fan Sicen Guo Li Wang M. J. Bocus 23 6 0 04 Mar 2022
A Computer Vision-assisted Approach to Automated Real-Time Road Infrastructure Management Philippe Heitzmann 16 0 0 27 Feb 2022
What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 27 14 0 08 Feb 2022
Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck Zones R. Zelek Hyeran Jeon 22 3 0 03 Feb 2022
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection Jiahe Fan M. J. Bocus Brett Hosking Rigen Wu Yanan Liu S. Vityazev Rui Fan 21 34 0 24 Dec 2021
A Novel Approach for Deterioration and Damage Identification in Building Structures Based on Stockwell-Transform and Deep Convolutional Neural Network V. Gharehbaghi Hashem Kalbkhani E. N. Farsangi Tony T. Y. Yang A. Nguyen S. Mirjalili C. Málaga‐Chuquitaype 14 12 0 11 Nov 2021
An Adaptive Structural Learning of Deep Belief Network for Image-based Crack Detection in Concrete Structures Using SDNET2018 Shin Kamada Zongjie Li Shuai Wang 13 3 0 25 Oct 2021
LEA-Net: Layer-wise External Attention Network for Efficient Color Anomaly Detection Ryoya Katafuchi T. Tokunaga 14 3 0 12 Sep 2021
Evaluating Computer Vision Techniques for Urban Mobility on Large-Scale, Unconstrained Roads Harish Rithish Raghava Modhugu R. Reddy Rohit Saluja C. V. Jawahar 8 3 0 11 Sep 2021
Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels using Localization with a Classifier and Thresholding Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 24 24 0 01 Sep 2021
Deep Transfer Learning for Identifications of Slope Surface Cracks Yuting Yang Gang Mei 27 9 0 08 Aug 2021
Fast and Accurate Road Crack Detection Based on Adaptive Cost-Sensitive Loss Function Kai Li Bo Wang Ying-jie Tian Zhiquan Qi 18 43 0 29 Jun 2021
Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack Detection Qiuchen Zhu Tran Hiep Dinh Manh Duong Phung Q. Ha 32 33 0 21 Apr 2021
Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines James-Andrew R. Sarmiento 14 17 0 11 Mar 2021
Advances in deep learning methods for pavement surface crack detection and identification with visible light visual images Kai-Di Lu 11 6 0 29 Dec 2020
Rethinking Road Surface 3D Reconstruction and Pothole Detection: From Perspective Transformation to Disparity Map Segmentation Rui Fan U. Ozgunalp Yuan Wang Ming Liu Ioannis Pitas 30 71 0 19 Dec 2020
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study Veysel Kocaman O. M. Shir Thomas Bäck 21 4 0 12 Nov 2020
TB-Net: A Three-Stream Boundary-Aware Network for Fine-Grained Pavement Disease Segmentation Yujia Zhang Qianzhong Li Xiaoguang Zhao M. Tan MedIm 14 6 0 07 Nov 2020
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack Detectors Yuki Inoue Hiroto Nagayoshi 16 15 0 04 Nov 2020
Encoder-decoder semantic segmentation models for electroluminescence images of thin-film photovoltaic modules E. Sovetkin Elbert Jan Achterberg T. Weber B. Pieters 15 19 0 15 Oct 2020
Auto-Classifier: A Robust Defect Detector Based on an AutoML Head Vasco Lopes L. A. Alexandre 11 8 0 03 Sep 2020
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation Iason Katsamenis Eftychios E. Protopapadakis Anastasios Doulamis N. Doulamis A. Voulodimos 14 43 0 12 Aug 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis Lazhar Khelifi M. Mignotte 31 259 0 10 Jun 2020
An Iteratively Optimized Patch Label Inference Network for Automatic Pavement Distress Detection Wenhao Tang Sheng Huang Qiming Zhao Ren Li Luwen Huangfu 18 41 0 27 May 2020
Adaptive binarization based on fuzzy integrals Francesco Bardozzo Borja de la Osa L. Horanská Javier Fumanal-Idocin M. D. Priscoli L. Troiano R. Tagliaferri Javier Fernández H. Bustince 6 3 0 04 Mar 2020
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform Jongmin Yu Duyong Kim Younkwan Lee M. Jeon ViT 10 22 0 30 Jan 2020
Crack Detection Using Enhanced Hierarchical Convolutional Neural Networks Qiuchen Zhu Manh Duong Phung Q. Ha 6 6 0 13 Dec 2019
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
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection Fan Yang Lei Zhang Sijia Yu Danil Prokhorov Xue Mei Haibin Ling 6 698 0 18 Jan 2019