标题
State of the Art in Defect Detection Based on Machine Vision
作者
关键词
-
出版物
International Journal of Precision Engineering and Manufacturing-Green Technology
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-05-26
DOI
10.1007/s40684-021-00343-6
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。- Automatic Fabric Defect Detection Using Cascaded Mixed Feature Pyramid with Guided Localization
- (2020) You Wu et al. SENSORS
- Remote Inspection of Internal Delamination in Wind Turbine Blades using Continuous Line Laser Scanning Thermography
- (2020) Soonkyu Hwang et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- Inspecting Method for Defective Casting Products with Convolutional Neural Network (CNN)
- (2020) Thong Phi Nguyen et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- MAPK-means: A clustering algorithm with quantitative preferences on attributes
- (2020) Adnan El Moussawi et al. Intelligent Data Analysis
- Automated detection of defects with low semantic information in X-ray images based on deep learning
- (2020) Wangzhe Du et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Weld defect classification in radiographic images using unified deep neural network with multi-level features
- (2020) Lu Yang et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Deep Active Learning for Surface Defect Detection
- (2020) Xiaoming Lv et al. SENSORS
- A novel algorithm for defect extraction and classification of mobile phone screen based on machine vision
- (2020) Changsheng Li et al. COMPUTERS & INDUSTRIAL ENGINEERING
- Surface and subsurface damage of reaction-bonded silicon carbide induced by electrical discharge diamond grinding
- (2020) Xiaoshuang Rao et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- Skill transfer support model based on deep learning
- (2020) Kung-Jeng Wang et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Defect Detection in Printed Circuit Boards Using You-Only-Look-Once Convolutional Neural Networks
- (2020) Venkat Anil Adibhatla et al. Electronics
- Adaptive depth and receptive field selection network for defect semantic segmentation on castings X-rays
- (2020) Han Yu et al. NDT & E INTERNATIONAL
- Fabric defect detection based on saliency histogram features
- (2019) Min Li et al. COMPUTATIONAL INTELLIGENCE
- Segmentation-based deep-learning approach for surface-defect detection
- (2019) Domen Tabernik et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Intelligent fault detection of high voltage line based on the Faster R-CNN
- (2019) Xusheng Lei et al. MEASUREMENT
- Surface Defects Recognition of Wheel Hub Based on Improved Faster R-CNN
- (2019) Xiaohong Sun et al. Electronics
- Advances in ultra-precision machining of micro-structured functional surfaces and their typical applications
- (2019) Shaojian Zhang et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- Real-time monitoring of high-power disk laser welding statuses based on deep learning framework
- (2019) Yanxi Zhang et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Image-based defect detection in lithium-ion battery electrode using convolutional neural networks
- (2019) Olatomiwa Badmos et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Improving Optical Measurements: Non-Linearity Compensation of Compact Charge-Coupled Device (CCD) Spectrometers
- (2019) Münevver Nehir et al. SENSORS
- Periodic Surface Defect Detection in Steel Plates Based on Deep Learning
- (2019) Yang Liu et al. Applied Sciences-Basel
- State-of-the-art of surface integrity in machining of metal matrix composites
- (2019) Zhirong Liao et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- LSTM-RNN-based defect classification in honeycomb structures using infrared thermography
- (2019) Caiqi Hu et al. INFRARED PHYSICS & TECHNOLOGY
- Effective automatic defect classification process based on CNN with stacking ensemble model for TFT-LCD panel
- (2019) Myeongso Kim et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Identification and classification of materials using machine vision and machine learning in the context of industry 4.0
- (2019) Durga Prasad Penumuru et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Object Detection With Deep Learning: A Review
- (2019) Zhong-Qiu Zhao et al. IEEE Transactions on Neural Networks and Learning Systems
- Photovoltaic defect classification through thermal infrared imaging using a machine learning approach
- (2019) Christopher Dunderdale et al. PROGRESS IN PHOTOVOLTAICS
- Image-Based Inspection Technique of a Machined Metal Surface for an Unmanned Lapping Process
- (2019) Dinuka Ravimal et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- Recent progress in semantic image segmentation
- (2018) Xiaolong Liu et al. ARTIFICIAL INTELLIGENCE REVIEW
- Optimum Wavelet Based Homomorphic Medical Image Fusion Using Hybrid Genetic – Grey Wolf Optimization Algorithm
- (2018) Ebenezer Daniel IEEE SENSORS JOURNAL
- An Unsupervised-Learning-Based Approach for Automated Defect Inspection on Textured Surfaces
- (2018) Shuang Mei et al. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
- Detection of a casting defect tracked by deep convolution neural network
- (2018) Jinhua Lin et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Industry 4.0: state of the art and future trends
- (2018) Li Da Xu et al. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
- A Power Thresholding Function-based Wavelet Image Denoising Method
- (2018) Zhidan Yan et al. JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY
- Deep learning for smart manufacturing: Methods and applications
- (2018) Jinjiang Wang et al. JOURNAL OF MANUFACTURING SYSTEMS
- A comparative study of recent improvements in wavelet-based image coding schemes
- (2018) Rania Boujelbene et al. MULTIMEDIA TOOLS AND APPLICATIONS
- High-speed 3D shape measurement with structured light methods: A review
- (2018) Song Zhang OPTICS AND LASERS IN ENGINEERING
- Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network
- (2018) Xincong Yang et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Recent Advances in Convolutional Neural Network Acceleration
- (2018) Qianru Zhang et al. NEUROCOMPUTING
- Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry
- (2018) Dong-Hyeon Kim et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- A cascading fuzzy logic with image processing algorithm–based defect detection for automatic visual inspection of industrial cylindrical object’s surface
- (2018) Mohammed A. H. Ali et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- A Hybrid CNN–LSTM Algorithm for Online Defect Recognition of CO2 Welding
- (2018) Tianyuan Liu et al. SENSORS
- Research Progress of Visual Inspection Technology of Steel Products—A Review
- (2018) Xiaohong Sun et al. Applied Sciences-Basel
- Collaborative Mobile Edge Computing in 5G Networks: New Paradigms, Scenarios, and Challenges
- (2017) Tuyen X. Tran et al. IEEE COMMUNICATIONS MAGAZINE
- SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
- (2017) Vijay Badrinarayanan et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- 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
- A fast and robust convolutional neural network-based defect detection model in product quality control
- (2017) Tian Wang et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- A multiscale evaluation of the surface integrity in boring trepanning association deep hole drilling
- (2017) Huang Zhang et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- EMD-based pulsed TIG welding process porosity defect detection and defect diagnosis using GA-SVM
- (2017) Yiming Huang et al. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
- Low light image enhancement with dual-tree complex wavelet transform
- (2017) Cheolkon Jung et al. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
- A 3D reconstruction method for pipeline inspection based on multi-vision
- (2017) Tian Zhang et al. MEASUREMENT
- Quality detection system and method of micro-accessory based on microscopic vision
- (2017) Dongjie Li et al. MODERN PHYSICS LETTERS B
- A vision system for the online quality monitoring of industrial manufacturing
- (2017) Giuseppe Di Leo et al. OPTICS AND LASERS IN ENGINEERING
- A 3D Laser Profiling System for Rail Surface Defect Detection
- (2017) Zhimin Xiong et al. SENSORS
- A brief introduction to weakly supervised learning
- (2017) Zhi-Hua Zhou National Science Review
- Medical image fusion using discrete fractional wavelet transform
- (2016) Xiaojun Xu et al. Biomedical Signal Processing and Control
- Classification of Knot Defect Types Using Wavelets and KNN
- (2016) Ibrahim Cetiner et al. Elektronika Ir Elektrotechnika
- Exterior lighting computer-automated design based on multi-criteria parallel evolutionary algorithm: optimized designs for illumination quality and energy efficiency
- (2016) Hugo Rocha et al. EXPERT SYSTEMS WITH APPLICATIONS
- Improving machined surface texture in avoiding five-axis singularity with the acceptable-texture orientation region concept
- (2016) Zhiwei Lin et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
- (2016) Feng Jia et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- Deep learning
- (2016) Nicole Rusk NATURE METHODS
- Method for detecting damage in carbon-fibre reinforced plastic-steel structures based on eddy current pulsed thermography
- (2016) Xuan Li et al. Nondestructive Testing and Evaluation
- Machine learning-based imaging system for surface defect inspection
- (2016) Je-Kang Park et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- Smart manufacturing: Past research, present findings, and future directions
- (2016) Hyoung Seok Kang et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- Automated visual inspection in the semiconductor industry: A survey
- (2015) Szu-Hao Huang et al. COMPUTERS IN INDUSTRY
- WPD-PCA-Based Laser Welding Process Monitoring and Defects Diagnosis by Using FNN and SVM
- (2015) Deyong You et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- A Structured Light Approach for 3-D Surface Reconstruction With a Stereo Line-Scan System
- (2015) Erik Lilienblum et al. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
- Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- (2015) Kaiming He et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- LAPB: Locally adaptive patch-based wavelet domain edge-preserving image denoising
- (2015) Paras Jain et al. INFORMATION SCIENCES
- Deep learning
- (2015) Yann LeCun et al. NATURE
- A survey of recent advances in visual feature detection
- (2015) Yali Li et al. NEUROCOMPUTING
- Optical asymmetric image encryption using gyrator wavelet transform
- (2015) Isha Mehra et al. OPTICS COMMUNICATIONS
- Defect Detection for Wheel-Bearings with Time-Spectral Kurtosis and Entropy
- (2014) Bin Chen et al. Entropy
- Fast hardware architecture for grey-level image morphology with flat structuring elements
- (2014) Cesar Torres-Huitzil IET Image Processing
- Visual mapping for natural gas pipe inspection
- (2014) Peter Hansen et al. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
- A thermal-based defect classification method in textile fabrics with K-nearest neighbor algorithm
- (2014) Kazım Yıldız et al. Journal of Industrial Textiles
- An efficient method for defect detection during the manufacturing of web materials
- (2014) Francisco G. Bulnes et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Automated thermal fuse inspection using machine vision and artificial neural networks
- (2014) Te-Hsiu Sun et al. JOURNAL OF INTELLIGENT MANUFACTURING
- On-line conveyor belts inspection based on machine vision
- (2014) Yanli Yang et al. OPTIK
- Sustainability in manufacturing and factories of the future
- (2014) Christoph Herrmann et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- A fast template matching-based algorithm for railway bolts detection
- (2014) Yunguang Dou et al. International Journal of Machine Learning and Cybernetics
- A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects
- (2013) Kechen Song et al. APPLIED SURFACE SCIENCE
- Automated defect detection in sewer closed circuit television images using histograms of oriented gradients and support vector machine
- (2013) Mahmoud R. Halfawy et al. AUTOMATION IN CONSTRUCTION
- Selective Search for Object Recognition
- (2013) J. R. R. Uijlings et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Fabric defect detection based on GLCM and Gabor filter: A comparison
- (2013) Jagdish Lal Raheja et al. OPTIK
- DMD-based LED-illumination Super-resolution and optical sectioning microscopy
- (2013) Dan Dan et al. Scientific Reports
- Revised DBSCAN algorithm to cluster data with dense adjacent clusters
- (2012) Thanh N. Tran et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Automated surface inspection of cold-formed micro-parts
- (2012) Bernd Scholz-Reiter et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- Extended local binary patterns for texture classification
- (2012) Li Liu et al. IMAGE AND VISION COMPUTING
- Designing an integrated driver assistance system using image sensors
- (2012) M. Akhlaq et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network
- (2012) Zhenyou Zhang et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Bearing defect inspection based on machine vision
- (2012) Hao Shen et al. MEASUREMENT
- Image-like illumination with LED arrays: design
- (2012) Ivan Moreno OPTICS LETTERS
- Color texture image segmentation based on neutrosophic set and wavelet transformation
- (2011) Abdulkadir Sengur et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Automated SMD LED inspection using machine vision
- (2011) Der-Baau Perng et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Power signal separation in milling process based on wavelet transform and independent component analysis
- (2011) Hua Shao et al. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE
- Automated fish bone detection using X-ray imaging
- (2011) Domingo Mery et al. JOURNAL OF FOOD ENGINEERING
- Learning local binary patterns for gender classification on real-world face images
- (2011) Caifeng Shan PATTERN RECOGNITION LETTERS
- Unsupervised colour image segmentation using dual-tree complex wavelet transform
- (2010) Turgay Celik et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Medical image enhancement algorithm based on wavelet transform
- (2010) Y. Yang et al. ELECTRONICS LETTERS
- A novel multi-threshold segmentation approach based on differential evolution optimization
- (2010) Erik Cuevas et al. EXPERT SYSTEMS WITH APPLICATIONS
- Multiclass defect detection and classification in weld radiographic images using geometric and texture features
- (2010) Ioannis Valavanis et al. EXPERT SYSTEMS WITH APPLICATIONS
- A vision inspection system for the surface defects of strongly reflected metal based on multi-class SVM
- (2010) Zhang Xue-wu et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Completed Modeling of Local Binary Pattern Operator for Texture Classification
- (2010) Zhenhua Guo et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Image segmentation from scale and rotation invariant texture features from the double dyadic dual-tree complex wavelet transform
- (2010) Edward H.S. Lo et al. IMAGE AND VISION COMPUTING
- Detection of potato tubers using an ultraviolet imaging-based machine vision system
- (2009) A. Al-Mallahi et al. BIOSYSTEMS ENGINEERING
- Electric contacts inspection using machine vision
- (2009) Te-Hsiu Sun et al. IMAGE AND VISION COMPUTING
- Flaw detection of cylindrical surfaces in PU-packing by using machine vision technique
- (2009) Yih-Chih Chiou et al. MEASUREMENT
- Gear crack level identification based on weighted K nearest neighbor classification algorithm
- (2009) Yaguo Lei et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- Chameleon based on clustering feature tree and its application in customer segmentation
- (2008) Jinfeng Li et al. ANNALS OF OPERATIONS RESEARCH
- Speeded-Up Robust Features (SURF)
- (2008) Herbert Bay et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- A simple and fast algorithm for K-medoids clustering
- (2008) Hae-Sang Park et al. EXPERT SYSTEMS WITH APPLICATIONS
- LED Arrays as Cost Effective and Efficient Light Sources for Widefield Microscopy
- (2008) Dinu F. Albeanu et al. PLoS One
- A multilevel automatic thresholding method based on a genetic algorithm for a fast image segmentation
- (2007) Kamal Hammouche et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Defect spatial pattern recognition using a hybrid SOM–SVM approach in semiconductor manufacturing
- (2007) Te-Sheng Li et al. EXPERT SYSTEMS WITH APPLICATIONS
- Development of a machine vision system for automatic date grading using digital reflective near-infrared imaging
- (2007) Dah-Jye Lee et al. JOURNAL OF FOOD ENGINEERING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd 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