Automated pilling detection and fuzzy classification of textile fabrics

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3029, Issue , 1997, Pages 26-36

  Dar, Iqbal M ^a   Mahmood, Waqar ^b   Vachtsevanos, George ^b  

^a Ciena Corporation   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Fabric pillings; Fuzzy logic; Morphological processing; Radon transform

Indexed keywords

CCD CAMERAS; COMPUTER VISION; DATA HANDLING; FUZZY LOGIC; IMAGE SEGMENTATION; KNIT FABRICS; MATHEMATICAL MORPHOLOGY; MATHEMATICAL TRANSFORMATIONS; MEMBERSHIP FUNCTIONS; TEXTILE FIBERS; TEXTURES;

DATA PROCESSING SOFTWARE; DEGREE OF CONFIDENCE; FUZZY MEMBERSHIP FUNCTION; MORPHOLOGICAL FILTERING; MORPHOLOGICAL OPERATIONS; MORPHOLOGICAL PROCESSING; RADON TRANSFORM; REPEATABLE ACCURACIES;

TEXTILE INDUSTRY;

EID: 85076408643     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.271245     Document Type: Conference Paper

References (8)

1. American Society for Testing and Materials Standards, pp. 24-28, 1982.
2. N. Otsu, "A thresholding selection method from gray level histogram", IEEE Transaction on Systems, Man, and Cybernetics, vol. SMC-9, pp. 62-66, 1979.
3. R. O. Duda and P. E. Hart, "Use of the Hough transformation to detect lines and curves in pictures", Comm. ACM, vol. 15(1), pp. 11-15, 1972.
4. A. K. Jain, Fundamentals of Digital Image Processing, pp. 434-439, Printice-Hall Inc., Englewood Cliffs, New Jersey, 1989.
5. R. Gonzalez and R. Woods, Digital Image Processing, pp. 518-560, Addison-Wesley Publishing Company, Massachusetts, 1992.
6. G. Strang, Linear Algebra and its Applications, pp. 159-162, Harcourt Brace Jovanovich, Inc., Orlando, Florida, 1988.
7. E. Cox, The Fuzzy Systems Handbook, pp. 21-105, AP Professional, Cambridge, Massachusetts, 1994.
8. L. A. Zadeh", The concept of a linguistic variable and its application to approximate reasoning-I", Information Sciences, vol. 8, pp. 199-249, 1975.