DocumentCode :
2648143
Title :
Motion detection and velocity estimation using cellular automata
Author :
Kouzani, Abbas Zahedi ; Bouzerdoum, Abdesselam ; Liebelt, Michael
Author_Institution :
Dept. of Electr. & Electron. Eng., Adelaide Univ., SA, Australia
fYear :
1994
fDate :
29 Nov-2 Dec 1994
Firstpage :
327
Lastpage :
331
Abstract :
An architecture of a real-time motion detection and velocity estimation system which can easily be implemented into a VLSI chip is presented. The system consists of the following components: image acquisition, edge extraction, velocity estimation, control, and I/O. Among the five parts of the system, the edge extraction and the velocity estimation units are the most important stages, A one-dimensional cellular automata network which emulates a parallel-iterative algorithm called edge relaxation, is employed to detect and track edges, and remove noise from the input binary image, A region-based velocity estimation is carried out by a digital circuit consisting of few counters and registers, a divider and an adder. The architecture can be extended to perform real-time motion estimation for two-dimensional gray-level images
Keywords :
VLSI; adders; cellular automata; digital signal processing chips; dividing circuits; edge detection; image processing equipment; image segmentation; input-output programs; motion estimation; parallel algorithms; parallel architectures; real-time systems; tracking; I/O; VLSI chip; adder; architecture; control; counters; digital circuit; divider; edge detection; edge extraction; edge relaxation; edge tracking; emulated parallel-iterative algorithm; image acquisition; input binary image; motion detection; noise removal; one-dimensional cellular automata network; real-time system; region-based velocity estimation; registers; velocity estimation; Automatic control; Circuit noise; Control systems; Digital circuits; Image edge detection; Motion detection; Motion estimation; Real time systems; Velocity control; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Systems,1994. Proceedings of the 1994 Second Australian and New Zealand Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-7803-2404-8
Type :
conf
DOI :
10.1109/ANZIIS.1994.396982
Filename :
396982
Link To Document :
بازگشت