Unsupervised fabric defect detection based on a deep convolutional generative adversarial network

An Unsupervised-Learning-Based Approach for Automated Defect Inspection on Textured Surfaces

(2018) Shuang Mei et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automatic Fabric Defect Detection with a Multi-Scale Convolutional Denoising Autoencoder Network Model

(2018) Shuang Mei et al.   SENSORS

Yarn-dyed fabric defect classification based on convolutional neural network

(2017) Junfeng Jing et al.   OPTICAL ENGINEERING

Patterned fabric defect detection via convolutional matching pursuit dual-dictionary

(2016) Junfeng Jing et al.   OPTICAL ENGINEERING

Fabric defect detection systems and methods—A systematic literature review

(2016) Kazım Hanbay et al.   OPTIK

Patterned Fabric Inspection and Visualization by the Method of Image Decomposition

(2014) Michael K. Ng et al.   IEEE Transactions on Automation Science and Engineering

Fabric defect detection based on multi-scale wavelet transform and Gaussian mixture model method

(2014) Pengfei Li et al.   JOURNAL OF THE TEXTILE INSTITUTE

Seam detection of inhomogeneously textured fabrics based on wavelet transform

(2014) Bo Zhu et al.   TEXTILE RESEARCH JOURNAL

Fabric defect detection via small scale over-complete basis set

(2014) Qiuping Zhu et al.   TEXTILE RESEARCH JOURNAL

Supervised defect detection on textile fabrics via optimal Gabor filter

(2013) Junfeng Jing et al.   Journal of Industrial Textiles

Development of a machine vision system: real-time fabric defect detection and classification with neural networks

(2013) H.İ. Çelik et al.   JOURNAL OF THE TEXTILE INSTITUTE

Dictionary learning framework for fabric defect detection

(2013) Jian Zhou et al.   JOURNAL OF THE TEXTILE INSTITUTE

Automated defect detection in uniform and structured fabrics using Gabor filters and PCA

(2013) Lucia Bissi et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Automated fabric defect detection—A review

(2011) Henry Y.T. Ngan et al.   IMAGE AND VISION COMPUTING

Machine vision tool for real-time detection of defects on textile raw fabrics

(2011) Rocco Furferi et al.   JOURNAL OF THE TEXTILE INSTITUTE

Regularity Analysis for Patterned Texture Inspection

(2008) H.Y.T. Ngan et al.   IEEE Transactions on Automation Science and Engineering