Artículo

Cura, E.; Tepper, M.; Mejail, M. "Content-based emblem retrieval using Zernike moments" (2010) 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010. 6419 LNCS:79-86
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Abstract:

The problem of content-based image retrieval is becoming essential in many real-world applications, mostly due to the growth in size of modern image databases. In particular, this work addresses the retrieval of trademark emblems, which is key for detecting trademark infringement. A common approach that proved suitable for this task, is to encode emblems using shape descriptors and Zernike complex moments. This work focuses on their study, proposing a two-fold contribution. First, we present some modifications to Zernike complex moments and then we explore the use of different comparison metrics. Both have shown to report improvements in retrieved results and in execution time. © 2010 Springer-Verlag.

Registro:

Documento: Artículo
Título:Content-based emblem retrieval using Zernike moments
Autor:Cura, E.; Tepper, M.; Mejail, M.
Ciudad:Sao Paulo
Filiación:Departamento de Computacion, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Argentina
Palabras clave:Comparison metrics; Complex moments; Content based image retrieval; Content-based; Execution time; Image database; Real-world application; Shape descriptors; Trademark infringement; Work Focus; Zernike; Zernike moments; Comparison metrics; Complex moments; Content based image retrieval; Content-based; Image database; Shape descriptors; Trademark infringement; Zernike moments; Computer vision; Commerce; Content based retrieval; Image retrieval; Signal reconstruction; Pattern recognition
Año:2010
Volumen:6419 LNCS
Página de inicio:79
Página de fin:86
DOI: http://dx.doi.org/10.1007/978-3-642-16687-7_15
Título revista:15th Iberoamerican Congress on Pattern Recognition, CIARP 2010
Título revista abreviado:Lect. Notes Comput. Sci.
ISSN:03029743
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03029743_v6419LNCS_n_p79_Cura

Referencias:

  • Belongie, S., Malik, J., Puzicha, J., Shape matching and object recognition using shape contexts (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence, 24 (4), pp. 509-522. , DOI 10.1109/34.993558
  • Kotoulas, L., Andreadis, I., (2005) Image Analysis Using Moments, pp. 360-364. , Alexander Technological Educational Institute (ATEI) of Thessaloniki, Greece
  • Khotanzad, A., Hong, Y.H., Invariant image recognition by zernike moments (1990) IEEE Transactions on Pattern Analysis and Machine Intelligence, 12, pp. 489-497
  • Li, S., Lee, M.C., Pun, C.M., Complex zernike moments features for shape-based image retrieval (2009) Trans. Sys. Man Cyber. Part A, 39, pp. 227-237
  • Amayeh, G.R., Erol, A., Bebis, G., Nicolescu, M., Accurate and efficient computation of high order zernike moments (2005) LNCS, 3804, pp. 462-469. , Bebis, G., Boyle, R., Koracin, D., Parvin, B. (eds.) ISVC 2005. Springer, Heidelberg
  • Horel, J.D., Complex principal component analysis: Theory and examples (1984) Journal of Climate and Applied Meteorology, 23, pp. 1660-1673
  • Turk, M.A., Pentland, A.P., Face recognition using eigenfaces (1991) IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 586-591
  • Revaud, J., Lavoué, G., Baskurt, A., Improving zernike moments comparison for optimal similarity and rotation angle retrieval (2009) IEEE Transactions on Pattern Analysis and Machine Intelligence, 31, pp. 627-636
  • Latecki, L., Lakamper, R., Eckhardt, U., Shape descriptors for non-rigid shapes with a single closed contour (2000) Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2000, pp. 424-429
  • Geusebroek, J.M., Burghouts, G.J., Smeulders, A.W.M., The amsterdam library of object images (2005) Int. J. Comput. Vision, 1, pp. 103-112
  • Lecun, Y., Cortes, C., (2004) The Mnist Database of Handwritten Digits, , http://yann.lecun.com/exdb/mnist/

Citas:

---------- APA ----------
Cura, E., Tepper, M. & Mejail, M. (2010) . Content-based emblem retrieval using Zernike moments. 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, 6419 LNCS, 79-86.
http://dx.doi.org/10.1007/978-3-642-16687-7_15
---------- CHICAGO ----------
Cura, E., Tepper, M., Mejail, M. "Content-based emblem retrieval using Zernike moments" . 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010 6419 LNCS (2010) : 79-86.
http://dx.doi.org/10.1007/978-3-642-16687-7_15
---------- MLA ----------
Cura, E., Tepper, M., Mejail, M. "Content-based emblem retrieval using Zernike moments" . 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, vol. 6419 LNCS, 2010, pp. 79-86.
http://dx.doi.org/10.1007/978-3-642-16687-7_15
---------- VANCOUVER ----------
Cura, E., Tepper, M., Mejail, M. Content-based emblem retrieval using Zernike moments. Lect. Notes Comput. Sci. 2010;6419 LNCS:79-86.
http://dx.doi.org/10.1007/978-3-642-16687-7_15