Abstract:
In this work we propose a new method for face recognition that successfully handles occluded faces. We propose an innovative improvement that allows to detect and discard occluded zones of the face, thus making recognition more robust in the presence of occlusion. We provide experimental results that show that the proposed method performs well in practice. © 2012 Springer-Verlag.
Registro:
Documento: |
Artículo
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Título: | Randomized face recognition on partially occluded images |
Autor: | Morelli Andres, A.; Padovani, S.; Tepper, M.; Mejail, M.; Jacobo, J. |
Ciudad: | Buenos Aires |
Filiación: | Departamento de Computación, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Argentina
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Palabras clave: | Computer vision; Image analysis; Face recognition |
Año: | 2012
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Volumen: | 7441 LNCS
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Página de inicio: | 90
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Página de fin: | 97
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DOI: |
http://dx.doi.org/10.1007/978-3-642-33275-3_11 |
Título revista: | 17th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2012
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Título revista abreviado: | Lect. Notes Comput. Sci.
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ISSN: | 03029743
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PDF: | https://bibliotecadigital.exactas.uba.ar/download/paper/paper_03029743_v7441LNCS_n_p90_MorelliAndres.pdf |
Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03029743_v7441LNCS_n_p90_MorelliAndres |
Referencias:
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- Stegmann, M.B., Ersbøll, B.K., Larsen, R., FAME - A Flexible Appearance Modelling Environment (2003) IEEE Transactions on Medical Imaging, 22 (10), pp. 1319-1331
- Kahraman, F., Kurt, B., Gokmen, M., Robust face alignment for illumination and pose invariant face recognition (2007) IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1-7
- Belhumeur, P.N., Hespanha, J., Kriegman, D.J., Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection (1997) IEEE Transactions on Pattern Analysis and Machine Intelligence, 19 (7), pp. 711-720
- Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y., Robust face recognition via sparse representation (2009) IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (2), pp. 210-227
- Candès, E.J., Romherg, J.K., Tao, T., Stable signal recovery from incomplete and inaccurate measurements (2006) Communications on Pure and Applied Mathematics, 59 (8), p. 12071223
- Candès, E.J., Tao, T., Near-optimal signal recovery from random projections: Universal encoding strategies? (2006) IEEE Transactions on Information Theory, 52 (12), pp. 5406-5425
- Candès, E.J., Wakin, M.B., An introduction to compressive sampling (2008) IEEE Signal Processing Magazine, 25 (2), pp. 21-30
- Lin, D., Tang, X., Quality-driven face occlusion detection and recovery (2007) IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1-7
- Zhou, Z., Wagner, A., Mobahi, H., Wright, J., Ma, Y., Face recognition with contiguous occlusion using markov random fields International Conference on Computer Vision, ICCV (2009)
- Basri, R., Jacobs, D.W., Lambertian reflectance and linear subspaces (2003) IEEE Transactions on Pattern Analysis and Machine Intelligence, 25 (2), pp. 218-233
- Lee, K.C., Ho, J., Kriegman, D.J., Acquiring linear subspaces for face recognition under variable lighting (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence, 27 (5), pp. 684-698
- Donoho, D.L., For most large underdetermined systems of linear equations the minimal, L1-norm solution is also the sparsest solution (2004) Communications on Pure and Applied Mathematics, 59, pp. 797-829
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Citas:
---------- APA ----------
Morelli Andres, A., Padovani, S., Tepper, M., Mejail, M. & Jacobo, J.
(2012)
. Randomized face recognition on partially occluded images. 17th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2012, 7441 LNCS, 90-97.
http://dx.doi.org/10.1007/978-3-642-33275-3_11---------- CHICAGO ----------
Morelli Andres, A., Padovani, S., Tepper, M., Mejail, M., Jacobo, J.
"Randomized face recognition on partially occluded images"
. 17th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2012 7441 LNCS
(2012) : 90-97.
http://dx.doi.org/10.1007/978-3-642-33275-3_11---------- MLA ----------
Morelli Andres, A., Padovani, S., Tepper, M., Mejail, M., Jacobo, J.
"Randomized face recognition on partially occluded images"
. 17th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2012, vol. 7441 LNCS, 2012, pp. 90-97.
http://dx.doi.org/10.1007/978-3-642-33275-3_11---------- VANCOUVER ----------
Morelli Andres, A., Padovani, S., Tepper, M., Mejail, M., Jacobo, J. Randomized face recognition on partially occluded images. Lect. Notes Comput. Sci. 2012;7441 LNCS:90-97.
http://dx.doi.org/10.1007/978-3-642-33275-3_11