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

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 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

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

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

Unsupervised-Learning-Based Feature-Level Fusion Method for Mura Defect Recognition

(2017) Shuang Mei et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Fabric defect inspection based on lattice segmentation and Gabor filtering

(2017) Liang Jia et al.   NEUROCOMPUTING

Self-Taught Learning Based on Sparse Autoencoder for E-Nose in Wound Infection Detection

(2017) Peilin He et al.   SENSORS

A Method for Automatic Surface Inspection Using a Model-Based 3D Descriptor

(2017) Carlos Madrigal et al.   SENSORS

Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras

(2017) Salim Malek et al.   SENSORS

Synthetic Aperture Radar Target Recognition with Feature Fusion Based on a Stacked Autoencoder

(2017) Miao Kang et al.   SENSORS

Fabric Defect Detection for Apparel Industry: A Nonlocal Sparse Representation Approach

(2017) Le Tong et al.   IEEE Access

Combining Fisher Criterion and Deep Learning for Patterned Fabric Defect Inspection

(2016) Yundong LI et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Unsupervised fabric defect segmentation using local patch approximation

(2016) Jian Zhou et al.   JOURNAL OF THE TEXTILE INSTITUTE

Deep Learning Representation using Autoencoder for 3D Shape Retrieval

(2016) Zhuotun Zhu et al.   NEUROCOMPUTING

Combining Fisher Criterion and Deep Learning for Patterned Fabric Defect Inspection

(2016) Yundong LI et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Defect detection on the fabric with complex texture via dual-scale over-complete dictionary

(2015) Tao Qu et al.   JOURNAL OF THE TEXTILE INSTITUTE

Marginalised Stacked Denoising Autoencoders for Robust Representation of Real-Time Multi-View Action Recognition

(2015) Feng Gu et al.   SENSORS

Patterned Fabric Inspection and Visualization by the Method of Image Decomposition

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

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

Online Fabric Defect Inspection Using Smart Visual Sensors

(2013) Yundong Li et al.   SENSORS

Total variation flow-based multiscale framework for unsupervised surface defect segmentation

(2012) Wonjun Kim et al.   OPTICAL ENGINEERING

Illumination Normalization Based on Weber's Law With Application to Face Recognition

(2011) Biao Wang et al.   IEEE SIGNAL PROCESSING LETTERS

Automated fabric defect detection—A review

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

WLD: A Robust Local Image Descriptor

(2009) Jie Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fabric defect detection using morphological filters

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

Adaptive Stochastic Gradient Descent Optimisation for Image Registration

(2008) Stefan Klein et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Tiny surface defect inspection of electronic passive components using discrete cosine transform decomposition and cumulative sum techniques

(2007) Hong-Dar Lin   IMAGE AND VISION COMPUTING