Improvement of Lightweight Convolutional Neural Network Model Based on YOLO Algorithm and Its Research in Pavement Defect Detection
出版年份 2022 全文链接
标题
Improvement of Lightweight Convolutional Neural Network Model Based on YOLO Algorithm and Its Research in Pavement Defect Detection
作者
关键词
-
出版物
SENSORS
Volume 22, Issue 9, Pages 3537
出版商
MDPI AG
发表日期
2022-05-09
DOI
10.3390/s22093537
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Real-time detection of flame and smoke using an improved YOLOv4 network
- (2022) Yifan Wang et al. Signal Image and Video Processing
- Automatic Extraction of Damaged Houses by Earthquake Based on Improved YOLOv5: A Case Study in Yangbi
- (2022) Yafei Jing et al. Remote Sensing
- Classification of Road Pavement Defects Based on Convolution Neural Network in Keras
- (2022) H. T. Nguyen et al. AUTOMATIC CONTROL AND COMPUTER SCIENCES
- MTI-YOLO: A Light-Weight and Real-Time Deep Neural Network for Insulator Detection in Complex Aerial Images
- (2021) Chuanyang Liu et al. Energies
- A real-time crack detection algorithm for pavement based on CNN with multiple feature layers
- (2021) Duo Ma et al. Road Materials and Pavement Design
- Insulator Faults Detection in Aerial Images from High-Voltage Transmission Lines Based on Deep Learning Model
- (2021) Chuanyang Liu et al. Applied Sciences-Basel
- Computer Vision-Based Patched and Unpatched Pothole Classification Using Machine Learning Approach Optimized by Forensic-Based Investigation Metaheuristic
- (2021) Nhat-Duc Hoang et al. COMPLEXITY
- Evaluation of Work Zone Road User Cost of Pavements Based on Rehabilitation Strategy Approach
- (2021) Ali Pasha et al. Journal of Transportation Engineering Part B-Pavements
- RDD2020: An annotated image dataset for automatic road damage detection using deep learning
- (2021) Deeksha Arya et al. Data in Brief
- Smart Pothole Detection Using Deep Learning Based on Dilated Convolution
- (2021) Khaled R. Ahmed SENSORS
- Application of Various YOLO Models for Computer Vision-Based Real-Time Pothole Detection
- (2021) Sung-Sik Park et al. Applied Sciences-Basel
- Pavement distress detection and classification based on YOLO network
- (2020) Yuchuan Du et al. International Journal of Pavement Engineering
- Recent advances in deep learning for object detection
- (2020) Xiongwei Wu et al. NEUROCOMPUTING
- IoU-aware single-stage object detector for accurate localization
- (2020) Shengkai Wu et al. IMAGE AND VISION COMPUTING
- Deep machine learning approach to develop a new asphalt pavement condition index
- (2020) Hamed Majidifard et al. CONSTRUCTION AND BUILDING MATERIALS
- Pothole Classification Model Using Edge Detection in Road Image
- (2020) Ji-Won Baek et al. Applied Sciences-Basel
- Automatic Segmentation and Enhancement of Pavement Cracks Based on 3D Pavement Images
- (2019) Baoxian Li et al. JOURNAL OF ADVANCED TRANSPORTATION
- Object Detection With Deep Learning: A Review
- (2019) Zhong-Qiu Zhao et al. IEEE Transactions on Neural Networks and Learning Systems
- Pavement Distress Detection with Deep Learning Using the Orthoframes Acquired by a Mobile Mapping System
- (2019) Andri Riid et al. Applied Sciences-Basel
- Evaluation of the long-term performance of flexible pavements with respect to production and construction quality control indicators
- (2019) Arash Hosseini et al. CONSTRUCTION AND BUILDING MATERIALS
- 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 method for asphalt pavement crack classification based on image processing and machine learning
- (2018) Nhat-Duc Hoang et al. ENGINEERING WITH COMPUTERS
- Automatic Recognition of Asphalt Pavement Cracks Based on Image Processing and Machine Learning Approaches: A Comparative Study on Classifier Performance
- (2018) Nhat-Duc Hoang et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Automated Detection of Multiple Pavement Defects
- (2017) Stefania C. Radopoulou et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure
- (2015) Christian Koch et al. ADVANCED ENGINEERING INFORMATICS
- Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- (2015) Kaiming He et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Transfer learning using computational intelligence: A survey
- (2015) Jie Lu et al. KNOWLEDGE-BASED SYSTEMS
- Pothole detection in asphalt pavement images
- (2011) Christian Koch et al. ADVANCED ENGINEERING INFORMATICS
- CrackTree: Automatic crack detection from pavement images
- (2011) Qin Zou et al. PATTERN RECOGNITION LETTERS
- A comparison of multi-resolution methods for detection and isolation of pavement distress
- (2010) Fereidoon Moghadas Nejad et al. EXPERT SYSTEMS WITH APPLICATIONS
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now