Digital VLSI Implementation of a Moving Object Detection Algorithm Based on Neuronal Propagation in the Hippocampus

Author

Liang, Haichao ; Nakayama, Hiroyuki ; Nakada, Kazuki ; Morie, Takashi ; Hayashi, Hatsuo

Author_Institution

Grad. Sch. of Life Sci. & Syst. Eng., Kyushu Inst. of Technol., Kitakyushu

fYear

2006

fDate

12-15 Dec. 2006

Firstpage

614

Lastpage

617

Abstract

In this paper, we propose a moving object detection algorithm for the advanced driver assistance system (ADAS) and its digital VLSI implementation. The algorithm is based on parallel processing inspired by neuronal propagation underlying sequence coding in a model of the hippocampus. We have implemented this algorithm on an FPGA, and have verified the desired operation: detection of the velocity and direction of moving objects at real time

Keywords

VLSI; driver information systems; edge detection; neural nets; object detection; parallel processing; road safety; road traffic; road vehicles; sequential codes; advanced driver assistance system; digital VLSI implementation; hippocampus; moving object detection algorithm; neuronal propagation; parallel processing; sequence coding; Computer aided instruction; Field programmable gate arrays; Hippocampus; Image edge detection; Image matching; Neurons; Object detection; Parallel processing; Signal processing algorithms; Very large scale integration;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on

Conference_Location

Yonago

Print_ISBN

0-7803-9732-0

Electronic_ISBN

0-7803-9733-9

Type

conf

DOI

10.1109/ISPACS.2006.364731

Filename

4212349