The role of the infant vision system in 3d object recognition

Roberto A. Vázquez; Humberto Sossa; Beatriz A. Garro

doi:10.1007/978-3-642-03040-6_98

The role of the infant vision system in 3d object recognition

Roberto A. Vázquez, Humberto Sossa, Beatriz A. Garro

Centro de Investigación en Computación (CIC)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2 Citas (Scopus)

Resumen

Recently, it was shown how some metaphors, adopted from the infant vision system, were useful for face recognition. In this paper we adopt those biological hypotheses and apply them to the 3D object recognition problem. As the infant vision responds to low frequencies of the signal, a low-filter is used to remove high frequency components from the image. Then we detect subtle features in the image by means of a random feature selection detector. At last, a dynamic associative memory (DAM) is fed with this information for training and recognition. To test the accuracy of the proposal we use the Columbia Object Image Library (COIL 100).

Idioma original	Inglés
Título de la publicación alojada	Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers
Páginas	800-807
Número de páginas	8
Edición	PART 2
DOI	https://doi.org/10.1007/978-3-642-03040-6_98
Estado	Publicada - 2009
Evento	15th International Conference on Neuro-Information Processing, ICONIP 2008 - Auckland, Nueva Zelanda Duración: 25 nov. 2008 → 28 nov. 2008

Serie de la publicación

Nombre	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Número	PART 2
Volumen	5507 LNCS
ISSN (versión impresa)	0302-9743
ISSN (versión digital)	1611-3349

Conferencia

Conferencia	15th International Conference on Neuro-Information Processing, ICONIP 2008
País/Territorio	Nueva Zelanda
Ciudad	Auckland
Período	25/11/08 → 28/11/08

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10.1007/978-3-642-03040-6_98

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Vázquez, R. A., Sossa, H., & Garro, B. A. (2009). The role of the infant vision system in 3d object recognition. En Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers (PART 2 ed., pp. 800-807). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5507 LNCS, N.º PART 2). https://doi.org/10.1007/978-3-642-03040-6_98

Vázquez, Roberto A. ; Sossa, Humberto ; Garro, Beatriz A. / The role of the infant vision system in 3d object recognition. Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 2. ed. 2009. pp. 800-807 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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abstract = "Recently, it was shown how some metaphors, adopted from the infant vision system, were useful for face recognition. In this paper we adopt those biological hypotheses and apply them to the 3D object recognition problem. As the infant vision responds to low frequencies of the signal, a low-filter is used to remove high frequency components from the image. Then we detect subtle features in the image by means of a random feature selection detector. At last, a dynamic associative memory (DAM) is fed with this information for training and recognition. To test the accuracy of the proposal we use the Columbia Object Image Library (COIL 100).",

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Vázquez, RA, Sossa, H & Garro, BA 2009, The role of the infant vision system in 3d object recognition. En Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 2 ed., Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), n.º PART 2, vol. 5507 LNCS, pp. 800-807, 15th International Conference on Neuro-Information Processing, ICONIP 2008, Auckland, Nueva Zelanda, 25/11/08. https://doi.org/10.1007/978-3-642-03040-6_98

The role of the infant vision system in 3d object recognition. / Vázquez, Roberto A.; Sossa, Humberto; Garro, Beatriz A.
Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 2. ed. 2009. p. 800-807 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5507 LNCS, N.º PART 2).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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Vázquez RA, Sossa H, Garro BA. The role of the infant vision system in 3d object recognition. En Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 2 ed. 2009. p. 800-807. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-03040-6_98

The role of the infant vision system in 3d object recognition

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