Published October 21, 2020
| Version v1
Publication
Event based vision sensing and processing
Description
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.
Abstract
Ministerio de Educación y Ciencia TEC-2006-11730-C03-01Abstract
European Union IST-2001-34124 (CAVIAR)Abstract
Junta de Andalucía P06-TIC-01417Additional details
Identifiers
- URL
- https://idus.us.es/handle//11441/102106
- URN
- urn:oai:idus.us.es:11441/102106