Fabric defect detection based on a deep convolutional neural network using a two-stage strategy

Jun Xiang, Jingan Wang, Jian Zhou, +3

Textile Research Journal

Image ClassificationConvolutional Neural NetworkImage AnalysisMachine LearningData Science +13

Yarn-Dyed Fabric Defect Detection Based On Autocorrelation Function And GLCM

Dandan Zhu, Ruru Pan, Weidong Gao, +1

Autex Research Journal

Textile EngineeringImage AnalysisEngineeringPattern RecognitionThreshold Value +7

Automatic recognition of woven fabric pattern based on image processing and BP neural network

Ruru Pan, Weidong Gao, Jihong Liu, +1

Journal of the Textile Institute

Woven Fabric PatternEngineeringNeural NetworkTextile ModelingImage Analysis +14

Fabric Image Retrieval System Using Hierarchical Search Based on Deep Convolutional Neural Network

Jun Xiang, Ning Zhang, Ruru Pan, +1

IEEE Access

Fabric Image RetrievalImage ClassificationConvolutional Neural NetworkImage AnalysisMachine Learning +11

A multi-task and multi-scale convolutional neural network for automatic recognition of woven fabric pattern

Shuo Meng, Ruru Pan, Weidong Gao, +3

Journal of Intelligent Manufacturing

Textile EngineeringWoven Fabric PatternImage AnalysisEngineeringTextile Testing +6

A study of the relationship between clothing pressure and garment bust strain, and Young’s modulus of fabric, based on a finite element model

Liu Hong, Dongsheng Chen, Ruru Pan

Textile Research Journal

Textile SimulationEngineeringMechanical EngineeringGarment Bust StrainTensile Mechanics +21

Automatic Detection of the Layout of Color Yarns for Yarn-dyed Fabric via a FCM Algorithm

Ruru Pan, Weidong Gao, Jihong Liu, +1

Textile Research Journal

Textile EngineeringImage AnalysisEngineeringAutomatic DetectionTextile Fibre +8

Clothing Attribute Recognition Based on RCNN Framework Using L-Softmax Loss

Jun Xiang, Tiantian Dong, Ruru Pan, +1

IEEE Access

Convolutional Neural NetworkRcnn FrameworkMachine LearningEngineeringBiometrics +14

Fabric Retrieval Based on Multi-Task Learning

Jun Xiang, Ning Zhang, Ruru Pan, +1

IEEE Transactions on Image Processing

EngineeringMachine LearningImage RetrievalImage SearchFabric Image Retrieval +15

Automatic Detection of Structure Parameters of Yarn-dyed Fabric

Ruru Pan, Weidong Gao, Jihong Liu, +2

Textile Research Journal

Image AnalysisEngineeringTextile FibrePattern RecognitionAutomatic Recognition System +6