Automatic Metallic Surface Defect Detection and Recognition with Convolutional Neural Networks

Acoustic based fault diagnosis of three-phase induction motor

(2018) Adam Glowacz   APPLIED ACOUSTICS

An Optical Surface Inspection and Automatic Classification Technique Using the Rotated Wavelet Transform

(2018) Raunak Borwankar et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network

(2018) Junwen Chen et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automated defect inspection of LED chip using deep convolutional neural network

(2018) Hui Lin et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

(2018) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Scale insensitive and focus driven mobile screen defect detection in industry

(2018) Jie Lei et al.   NEUROCOMPUTING

A Generic Deep-Learning-Based Approach for Automated Surface Inspection

(2018) Ruoxu Ren et al.   IEEE Transactions on Cybernetics

A UAV-Based Visual Inspection Method for Rail Surface Defects

(2018) Yunpeng Wu et al.   Applied Sciences-Basel

Quantitative Surface Crack Evaluation Based on Eddy Current Pulsed Thermography

(2017) Xiaoqing Li et al.   IEEE SENSORS JOURNAL

Deformable Patterned Fabric Defect Detection With Fisher Criterion-Based Deep Learning

(2017) Yundong Li et al.   IEEE Transactions on Automation Science and Engineering

Defect Detection in SEM Images of Nanofibrous Materials

(2017) Diego Carrera et al.   IEEE Transactions on Industrial Informatics

Deep Multitask Learning for Railway Track Inspection

(2017) Xavier Gibert et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

Automatic texture defect detection using Gaussian mixture entropy modeling

(2017) Seba Susan et al.   NEUROCOMPUTING

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Weak scratch detection and defect classification methods for a large-aperture optical element

(2017) Xian Tao et al.   OPTICS COMMUNICATIONS

Calculation of flexible printed circuit boards (FPC) global and local defect detection based on computer vision

(2016) Liya Wang et al.   CIRCUIT WORLD

An improved Otsu method using the weighted object variance for defect detection

(2015) Xiao-cui Yuan et al.   APPLIED SURFACE SCIENCE

Beans quality inspection using correlation-based granulometry

(2015) Sidnei Alves de Araújo et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Contrast Adjustment Thresholding Method for Surface Defect Detection Based on Mesoscopy

(2015) Moe Win et al.   IEEE Transactions on Industrial Informatics

Feature selection for surface defect classification of extruded aluminum profiles

(2015) Apostolos Chondronasios et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Defect inspection for TFT-LCD images based on the low-rank matrix reconstruction

(2015) Yi-Gang Cen et al.   NEUROCOMPUTING

Automated defect detection in textured surfaces using optimal elliptical Gabor filters

(2015) Guang-Hua Hu   OPTIK

Saliency-Based Defect Detection in Industrial Images by Using Phase Spectrum

(2014) Xiaolong Bai et al.   IEEE Transactions on Industrial Informatics

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

Fabric defect detection using morphological filters

(2009) K.L. Mak et al.   IMAGE AND VISION COMPUTING