Abstract
Fabric appearance is always considered to be one of the most important aspects of fabric quality. Testing for fabric appearance is the process of inspecting, measuring and evaluating characteristics and properties of a fabric surface. Fabric Pilling is a key step in fabric pilling objective evaluation,which is the important component of textile performance test digitization.Image analysis has been widely accepted as an objetive mothod for evaluating fabric appearance.This study presents the principles of new method of fabric pilling image segmenttation based on mean shift.The principle of mean shift was demonstrated, and the extend principle of mean shift was educed. The extended mean shift algorithm was used to try to solve the segmentation of fabric pilling image.In this issue, two main steps were introduced: the filting of image and the segmentation of image. The influences of three parameters to the segmentation effect were analysised. The laboratory result shows that the proposed algorithm can get excellent segmentation after chosen three better parameters.
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References
Konda, A., Xin, L., Takadera, M., Okoshi, Y., Toricimi, K.: J. Text. Mach. Soc. Japan, 36, 96–99 (1988)
Ramgulam, R.B., Amirbayat, J., Porat, I.: The Objective Assessment of Fabric Pilling, Part I: Methodology. J. of Textile Institute 84, 221–226 (1993)
Ramgulam, R.B., Amirbayat, J., Porat, I.: The Objective Assessment of Fabric Pilling, Part II: Experimental Work. J. of Textile Institute 85, 397–401 (1994)
Konda, A., Liang, C.X., Takadera, M., Okoshi, Y., Toriumi, K.: Evaluation of pilling by computer image analysis. J. Textile Mach. Soc. Japan 36(3), 96–107 (1988)
Xu, B.: Instrumental evaluations of fabric pilling. J. Text. Inst. 88, 488–500 (1997)
Hsi, C.H., Bresee, R.R., Annis, P.A.: Characterizing fuzz on fabrics using image analysis. Textile Res. J. 70(10), 859–865 (2000)
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© 2011 Springer-Verlag Berlin Heidelberg
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Jing, J., Kang, X. (2011). Fabric Pilling Image Segmentation Based on Mean Shift. In: Shen, G., Huang, X. (eds) Advanced Research on Electronic Commerce, Web Application, and Communication. ECWAC 2011. Communications in Computer and Information Science, vol 143. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20367-1_13
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DOI: https://doi.org/10.1007/978-3-642-20367-1_13
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-20366-4
Online ISBN: 978-3-642-20367-1
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