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

Expert Systems with Applications

Volumn 39, Issue 4, 2012, Pages 4201-4212

  Liang, Zhen ^a   Xu, Bingang ^a   Chi, Zheru ^a   Feng, Dagan ^a,b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b UNIVERSITY OF SYDNEY   (Australia)

Author keywords

Fuzzy ARTMAP neural network; Saliency map; Wavelet transform; Yarn evaluation; Yarn grading

Indexed keywords

BACK-PROPAGATION NEURAL NETWORKS; COMPARATIVE STUDIES; EVALUATION MODELS; FUZZY ARTMAP; FUZZY-ARTMAP NEURAL NETWORK; INTELLIGENT EVALUATION; MANUAL INSPECTION; MANUAL METHODS; SALIENCY MAP; SURFACE APPEARANCE; SURFACE QUALITIES; WAVELET TEXTURE ANALYSIS; YARN QUALITY;

BACKPROPAGATION; DATABASE SYSTEMS; FAULT DETECTION; NEURAL NETWORKS; SUPPORT VECTOR MACHINES; TEXTILE INDUSTRY; TEXTILE PROCESSING; WAVELET TRANSFORMS; WOOL; YARN;

QUALITY CONTROL;

EID: 82255192347     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.09.114     Document Type: Article

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