Fabric Defect Detection Using Computer Vision Techniques: A Comprehensive Review

Automatic Fabric Defect Detection Using Cascaded Mixed Feature Pyramid with Guided Localization

(2020) You Wu et al.   SENSORS

Visual-Based Defect Detection and Classification Approaches for Industrial Applications—A SURVEY

(2020) Tamás Czimmermann et al.   SENSORS

Mobile-Unet: An efficient convolutional neural network for fabric defect detection

(2020) Junfeng Jing et al.   TEXTILE RESEARCH JOURNAL

A computer vision-based system for automatic detection of misarranged warp yarns in yarn-dyed fabric. Part II: warp region segmentation

(2019) Jie Zhang et al.   JOURNAL OF THE TEXTILE INSTITUTE

Fabric Defect Detection and Classifier via Multi-Scale Dictionary Learning and an Adaptive Differential Evolution Optimized Regularization Extreme Learning Machine

(2019) Zhiyu Zhou et al.   FIBRES & TEXTILES IN EASTERN EUROPE

Fabric defect detection based on saliency histogram features

(2019) Min Li et al.   COMPUTATIONAL INTELLIGENCE

Neural network models and deep learning

(2019) Nikolaus Kriegeskorte et al.   CURRENT BIOLOGY

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

(2019) Guanghua Hu et al.   TEXTILE RESEARCH JOURNAL

Content-Based Image Retrieval and Feature Extraction: A Comprehensive Review

(2019) Afshan Latif et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Effective textile quality processing and an accurate inspection system using the advanced deep learning technique

(2019) Pandia Rajan Jeyaraj et al.   TEXTILE RESEARCH JOURNAL

Image Segmentation Using Computational Intelligence Techniques: Review

(2018) Siddharth Singh Chouhan et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Automatic Fabric Defect Detection Using Learning-Based Local Textural Distributions in the Contourlet Domain

(2018) Daniel Yapi et al.   IEEE Transactions on Automation Science and Engineering

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

(2018) Shuang Mei et al.   SENSORS

Automatic Visual Defect Detection Using Texture Prior and Low-Rank Representation

(2018) Qizi Huangpeng et al.   IEEE Access

Fabric Defect Detection Using Salience Metric for Color Dissimilarity and Positional Aggregation

(2018) Kaibing Zhang et al.   IEEE Access

Fabric defect detection algorithm using RDPSO-based optimal Gabor filter

(2018) Yueyang Li et al.   JOURNAL OF THE TEXTILE INSTITUTE

A new method using the convolutional neural network with compressive sensing for fabric defect classification based on small sample sizes

(2018) Bing Wei et al.   TEXTILE RESEARCH JOURNAL

A computer vision-based system for automatic detection of misarranged warp yarns in yarn-dyed fabric. Part I: continuous segmentation of warp yarns

(2017) Jie Zhang et al.   JOURNAL OF THE TEXTILE INSTITUTE

Fabric texture representation using the stable learned discrete cosine transform dictionary

(2017) Ying Wu et al.   TEXTILE RESEARCH JOURNAL

Fabric defect detection via learned dictionary-based visual saliency

(2016) Chunlei Li et al.   International Journal of Clothing Science and Technology

Fabric defect detection systems and methods—A systematic literature review

(2016) Kazım Hanbay et al.   OPTIK

Automated vision system for fabric defect inspection using Gabor filters and PCNN

(2016) Yundong Li et al.   SpringerPlus

Real-Time Fabric Defect Detection Using Accelerated Small-Scale Over-Completed Dictionary of Sparse Coding

(2016) Tianpeng Feng et al.   International Journal of Advanced Robotic Systems

Unsupervised defect detection in textiles based on Fourier analysis and wavelet shrinkage

(2015) Guang-Hua Hu et al.   APPLIED OPTICS

Detection of chemical fabric defects on the basis of morphological processing

(2015) Jiajuan Hu et al.   JOURNAL OF THE TEXTILE INSTITUTE

Semantic content-based image retrieval: A comprehensive study

(2015) Ahmad Alzu’bi et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Fabric seam detection based on wavelet transform and CIELAB color space: A comparison

(2015) Bo Zhu et al.   OPTIK

Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing

(2015) Nikolaus Kriegeskorte   Annual Review of Vision Science

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 defects detection using adaptive wavelets

(2014) Zhijie Wen et al.   International Journal of Clothing Science and Technology

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

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

Decision support and intelligent systems in the textile and apparel supply chain: An academic review of research articles

(2013) E.W.T. Ngai et al.   EXPERT SYSTEMS WITH APPLICATIONS

Real time fabric defect detection system on an embedded DSP platform

(2013) Jagdish Lal Raheja et al.   OPTIK

Intelligent characterization and evaluation of yarn surface appearance using saliency map analysis, wavelet transform and fuzzy ARTMAP neural network

(2011) Zhen Liang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated fabric defect detection—A review

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

Semantic hierarchies for image annotation: A survey

(2011) Anne-Marie Tousch et al.   PATTERN RECOGNITION

Fabric defect detection using morphological filters

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

Image retrieval

(2008) Ritendra Datta et al.   ACM COMPUTING SURVEYS

Regularity Analysis for Patterned Texture Inspection

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

Computer-Vision-Based Fabric Defect Detection: A Survey

(2008) A. Kumar   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS