Title :
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
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;
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
DOI :
10.1109/ISPACS.2006.364731
