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New texture descriptor for high-speed Web inspection applications

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2 Author(s)
Cuenca, S.A. ; Departamento de Technol. Informatica y Computacion, Alicante Univ., Spain ; Camara, A.

This paper presents a new efficient and fast approach to texture characterization for high-speed Web inspection applications (mainly focused on textured material grading and fault detection). The texture description proposed makes use of semicover concept over binary planes derived from grey images. A measure of the local semicover tendency based on joint occurrences of elementary semicover patterns is described, and a simplification method of computation is presented to reduce the cost. Feasibility and reliability of the method is evaluated by means of a comparative study including other algorithms widely used in inspection applications. The results show a similar or superior performance to other approaches but with a reduced computational cost.

Published in:

Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on  (Volume:3 )

Date of Conference:

14-17 Sept. 2003

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