DocumentCode
1355796
Title
Bio-inspired robust optical flow processor system for VLSI implementation
Author
Botella, Guillermo ; Meyer-Base, U. ; Garcia, Alvaro
Author_Institution
Dept. of Comput. Archit. & Autom., Complutense Univ. of Madrid, Madrid, Spain
Volume
45
Issue
25
fYear
2009
Firstpage
1304
Lastpage
1305
Abstract
Specific areas in the brain are dedicated to process information coming from the retina, in order to detect and estimate the direction and speed of objects in the visual scene. This is the starting point to design and build models for motion estimation, taking cortical biology and physiology as inspiration, as evidence of the existence of spatial and temporal operators working in parallel in biological visual systems. Presented is an amended architecture of a neuromorphic robust optical flow based on reconfigurable hardware with properties of the cortical motion pathway. It delivers a useful framework for building complex bio-inspired real-time systems with high computational complexity. This architecture is customisable and adaptable, while emulating several neuromorphic properties, such as use of several information channels of small bitwidth. Obtained results show accuracy in several noisy environments.
Keywords
VLSI; biocomputing; computational complexity; image sequences; microprocessor chips; motion estimation; reconfigurable architectures; VLSI implementation; bioinspired real-time systems; bioinspired robust optical flow processor system; biological visual systems; cortical biology; cortical motion pathway; direction estimation; high computational complexity; motion estimation; object detection; physiology; reconfigurable hardware; retina;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el.2009.1718
Filename
5353348
Link To Document