Abstract
This paper describes a method for automatically assessing the quality of manufactured roof-tiles using digital audio signal processing and pattern recognition techniques. A prototype system has been developed that is based on a mixed PC/DSP platform, where the real-time constraint is one of the main key issues. The suitability of the classification process for implementation in an industrial environment is also addressed.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Sousa, M., Vieira, J., Ferreira, A.: ClassificaĂ§Ă£o AutomĂ¡tica de Tijolos. 4.o Encontro Nacional do ColĂ©gio de Engenharia ElectrotĂ©cnica, Portugal (1999)
Sousa, M.: CaracterizaĂ§Ă£o SemĂ¢ntica de Sinais AcĂºsticos: AplicaĂ§Ă£o Ă ClassificaĂ§Ă£o AutomĂ¡tica de Peças CerĂ¢micas. Master’s thesis. Faculdade de Engenharia da Universidade do Porto, Portugal (2002), http://www.inescporto.pt/gaudio
Ferreira, A.: Spectral Coding and Post-Processing of High QualityA udio. PhD thesis. Faculdade de Engenharia da Universidade do Porto, Portugal (1998), http://telecom.inescn.pt/doc/phd_en.html
Kohonen, T.: Self-Organizing Maps, 3rd edn. Springer, Heidelberg (2000)
Devijver, P., Kitler, J.: Pattern Recognition: A Statistical Approach. Prentice-Hall, Englewood Cliffs (1982)
John, G., Kohavi, R., Pfleger, K.: Irrelevant Features and the Subset Selection Problem. In: Machine Learning: Proceedings of the Eleventh International Conference, pp. 121–129 (1994)
Marques de SĂ¡, J.P.: Pattern Recognition: Concepts, Methods, and Applications. Springer, Heidelberg (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Santos, V.C.F., Sousa, M.F.M., Ferreira, A.J.S. (2003). Quality Assessment of Manufactured Roof-Tiles Using Digital Sound Processing. In: Perales, F.J., Campilho, A.J.C., de la Blanca, N.P., Sanfeliu, A. (eds) Pattern Recognition and Image Analysis. IbPRIA 2003. Lecture Notes in Computer Science, vol 2652. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-44871-6_107
Download citation
DOI: https://doi.org/10.1007/978-3-540-44871-6_107
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40217-6
Online ISBN: 978-3-540-44871-6
eBook Packages: Springer Book Archive