Ponencia
Event based vision sensing and processing
Autor/es | Pérez Carrasco, José Antonio
Serrano Gotarredona, María del Carmen Acha Piñero, Begoña Serrano Gotarredona, María Teresa Linares Barranco, Bernabé |
Departamento | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones |
Fecha de publicación | 2008 |
Fecha de depósito | 2020-10-21 |
Publicado en |
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ISBN/ISSN | 978-1-4244-1765-0 1522-4880 |
Resumen | In this paper we briefly summarize the fundamental properties of
spike events processing applied to artificial vision systems. This
sensing and processing technology is capable of very high speed
throughput, because it ... In this paper we briefly summarize the fundamental properties of spike events processing applied to artificial vision systems. This sensing and processing technology is capable of very high speed throughput, because it does not rely on sensing and processing sequences of frames, and because it allows for complex hierarchically structured cortical-like layers for sophisticated processing. The paper describes briefly cortex-like spike event vision processing principles, and the AER (Address Event Representation) techique used in hardware spiking systems. Then a texture-based image retrieval using the AER technique is proposed. Realistic behavioral simulations based on existing hardware characteristics, reveal that the application, although processing large kernel convolutions, is capable of performing recognition in less than 10ms. |
Agencias financiadoras | Ministerio de Educación y Ciencia (MEC). España European Union (UE) Junta de Andalucía |
Identificador del proyecto | TEC-2006-11730-C03-01
IST-2001-34124 (CAVIAR) P06-TIC-01417 |
Cita | Pérez Carrasco, J.A., Serrano Gotarredona, M.d.C., Acha Piñero, B., Serrano Gotarredona, M.T. y Linares Barranco, B. (2008). Event based vision sensing and processing. En ICIP 2008: 15th IEEE International Conference on Image Processing (1392-1395), San Diego, CA, USA: IEEE Computer Society. |
Ficheros | Tamaño | Formato | Ver | Descripción |
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