Grey relational analysis of an automatic identifying system for clothing texture

Fibres and Textiles in Eastern Europe

Volumn 79, Issue 2, 2010, Pages 60-64

  Su, Te Li ^a   Kuo, Yu Lin ^b   Chen, Hua Wei ^a   Kung, Fu Chen ^c  

^a Nursing and Management   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

^c KAINAN UNIVERSITY   (Taiwan)

Author keywords

Automatic distinguishing system; Fabric texture; Grey relational analysis; Wavelet transform

Indexed keywords

DATA HANDLING; HOSIERY MANUFACTURE; QUALITY CONTROL; TEXTILE INDUSTRY; TEXTILES;

ANALYSIS APPROACH; AUTOMATIC DISTINGUISHING SYSTEM; FABRIC IMAGES; FABRIC TEXTURE; GREY RELATIONAL ANALYSIS; GREY THEORY; IDENTIFYING SYSTEM; QUALITY INSPECTION; RANDOM FACTORS; WAVELETS TRANSFORM;

WAVELET TRANSFORMS;

COTTON; FABRIC PROPERTY; IMAGE ANALYSIS; KNITTING; LINEN; POLYESTER; QUALITY; RAYON FIBER; SILK; TEXTURE;

EID: 77953047243     PISSN: 12303666     EISSN: 23007354     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. Taheri Otaghsara Mir Reza, Jeddi Ali A. A., Mohandesi Jamshid Aghazedeh: Tensile Property and Fatigue Behaviour of Warp Knitted Fabrics, Fibres & Textiles in Eastern Europe Vol. 17, No. 3, (2009), pp. 70-75.
2. Canoǧlu Suat: Effect of First Heater Temperature Variations on the Polyester Yarn Properties of False -Twist Texturing Techniques, Fibres & Textiles in Eastern Europe Vol. 17, No. 4, (2009), pp. 35-39.
3. Erol Rizvan, Sagčbaş Aysun: Multiple Response Optimisation of the Staple-Yarn Production Process for Hairiness, Strength and Cost, Fibres & Textiles in Eastern Europe Vol. 17, No. 5, (2009), pp. 40-42.
4. Brzeziński Stefan, Poiowiński Stefan, Kowalczyk Dorota, Malinowska Grażyna: Effect of Corona Discharge Treatment on the Surface Strength and Performance Properties of Synthetic Fibre Textiles, Fibres & Textiles in Eastern Europe Vol. 17, No. 5, (2009), pp. 62-68.
5. Struszczyk Marcin H., Rogaczewska Agnieszka, Dobrowolska Anna, Maj-cherek Zygmunt: Elaboration of the Optimal Structure of Flat Implants for Hernia Treatmentsn, Fibres & Textiles in Eastern Europe Vol. 17, No. 1, (2009), pp. 103-108.
6. Wilson B., Bayoumi M. A.: Compressed-domain Classification of Texture Images, Proceedings of the 2000 Fifth IEEE International Workshop on Computer Architectures for Machine Perception, Padova, Italy, (2000), pp. 347-355.
7. Tsai I. S., Hu M. C.: Automatic Inspection of Fabric Defects Using an Artificial Neural Network Technique, Textile Research Journal Vol. 66, No. 7, (1996), pp. 474-482.
8. Shiau Y. R., Tsai I. S., Lin C. S.: Classifying Web Defects with a Back-Propagation Neural Network by Color Image Processing, Textile Research Journal Vol. 70, No. 7, (2000), pp. 633-640.
9. Hu M C, Tsai I. S.: Fabric Inspection Based on Best Wavelet Packet Bases, Textile Research Journal Vol. 70, No. 8, (2000), pp. 662-670.
10. Iyengar S. S., Cho E. C., Phoha V. V.: Foundations of Wavelet Networks and Applications, Chapman & Hall/CRC, Florida, 2002.
11. Kuo C.F.J., Su, T.L., Chang C.D., Lee, C.H.: Intelligence Control of On-line Dynamic Gray Cloth Inspecting Machine System Module Design. II. Defects Inspecting Module Design, Fibers and Polymers Vol. 9, No. 6, (2008), pp. 768-775.
12. Su T.L., Kung F.C., Kuo Y.L.: Application of Back-propagation Neural Network Fuzzy Clustering in Textile Texture Automatic Recognition System, Proceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 1, art. no. 4635748, pp. 46-49.
13. Daubechies I.: Orthonormal Bases of Compactly Supported Wavelets II. Variations on a Theme. SIAM Journal on Mathematical Analysis Vol. 24, No. 2, (1993), pp. 499-519.
14. Kuo C.F.J., Su T.L.: Gray Relational Analysis for Recognizing Fabric Defects, Textile Research Journal Vol. 73, No. 5, (2003), pp. 461-465.
15. Kuo C.F.J., Su T.L., Tsai C.P.: Optimization of the Needle Punching Process for the Nonwoven Fabrics with Multiple Quality Characteristics by Grey-based Taguchi Method, Fibers and Polymers Vol. 8, No. 6, (2007), pp. 654-664.
16. Kuo C.F.J., Su T.L.: Optimization of Multiple Quality Characteristics for Polyether Ether Ketone Injection Molding Process, Fibers and Polymers Vol. 7, No. 4, (2006), pp. 404-413.