Deep Metallic Surface Defect Detection: The New Benchmark and Detection Network

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

(2018) Raunak Borwankar 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

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

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

Automatic Fruit Classification Using Deep Learning for Industrial Applications

(2018) M. Shamim Hossain et al.   IEEE Transactions on Industrial Informatics

Quantitative Surface Crack Evaluation Based on Eddy Current Pulsed Thermography

(2017) Xiaoqing Li et al.   IEEE SENSORS JOURNAL

Deep Multitask Learning for Railway Track Inspection

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

Automatic texture defect detection using Gaussian mixture entropy modeling

(2017) Seba Susan et al.   NEUROCOMPUTING

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

(2017) Xian Tao et al.   OPTICS COMMUNICATIONS

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection

(2016) Daniel Weimer et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

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

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

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

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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