Title :
Spike Events Processing for Vision Systems
Author :
Serrano-Gotarredona, R. ; Serrano-Gotarredona, T. ; Acosta-Jiménez, A. ; Linares-Barranco, A. ; Jiménez-Moreno, G. ; Civit-Balcells, A. ; Linares-Barranco, B.
Author_Institution :
Instituto de Microelectron. de Sevilla
Abstract :
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 includes a few examples that have demonstrated the potential of this technology for high-speed vision processing, such as a multilayer event processing network of 5 sequential cortical-like layers, and a recognition system capable of discriminating propellers of different shape rotating at 5000 revolutions per second (300000 revolutions per minute).
Keywords :
computer vision; image sensors; artificial vision systems; cortical-like layers; high-speed vision processing; recognition system; spike events processing; Cameras; Computer vision; Fires; Machine vision; Nonhomogeneous media; Paper technology; Propellers; Retina; Shape; Throughput;
Conference_Titel :
Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
Conference_Location :
New Orleans, LA
Print_ISBN :
1-4244-0920-9
Electronic_ISBN :
1-4244-0921-7
DOI :
10.1109/ISCAS.2007.378037