Early visual processing for pattern recognition in natural environments
In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed....
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| Acceso en línea: | http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera |
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todo:paper_03029743_v7441LNCS_n_p543_MatukHerrera2023-10-03T15:19:27Z Early visual processing for pattern recognition in natural environments Matuk Herrera, R. Gradual changes Hierarchical architectures Lateral geniculate nucleus Natural environments Ring-shaped pattern Visual-processing Image analysis Computer vision In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag. Fil:Matuk Herrera, R. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. SER info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/2.5/ar http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera |
| institution |
Universidad de Buenos Aires |
| institution_str |
I-28 |
| repository_str |
R-134 |
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Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) |
| topic |
Gradual changes Hierarchical architectures Lateral geniculate nucleus Natural environments Ring-shaped pattern Visual-processing Image analysis Computer vision |
| spellingShingle |
Gradual changes Hierarchical architectures Lateral geniculate nucleus Natural environments Ring-shaped pattern Visual-processing Image analysis Computer vision Matuk Herrera, R. Early visual processing for pattern recognition in natural environments |
| topic_facet |
Gradual changes Hierarchical architectures Lateral geniculate nucleus Natural environments Ring-shaped pattern Visual-processing Image analysis Computer vision |
| description |
In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag. |
| format |
SER |
| author |
Matuk Herrera, R. |
| author_facet |
Matuk Herrera, R. |
| author_sort |
Matuk Herrera, R. |
| title |
Early visual processing for pattern recognition in natural environments |
| title_short |
Early visual processing for pattern recognition in natural environments |
| title_full |
Early visual processing for pattern recognition in natural environments |
| title_fullStr |
Early visual processing for pattern recognition in natural environments |
| title_full_unstemmed |
Early visual processing for pattern recognition in natural environments |
| title_sort |
early visual processing for pattern recognition in natural environments |
| url |
http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera |
| work_keys_str_mv |
AT matukherrerar earlyvisualprocessingforpatternrecognitioninnaturalenvironments |
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1807319442431934464 |