Title :
An analog-digital hybrid CMOS circuit for two-dimensional motion detection with correlation neural networks
Author :
Asai, Tetsuya ; Koutani, Masato ; Amemiya, Yoshihito
Author_Institution :
Dept. of Electr. Eng., Hokkaido Univ., Sapporo, Japan
Abstract :
In this paper, we propose an analog-digital hybrid CMOS circuit producing two-dimensional optical flows, aiming at the development of high-speed and compact motion-sensing systems. The proposed circuit can compute the optical flow in real time by parallel operations of a number of local motion processors on the basis of the mechanisms of biological motion detectors. The circuit consists of asynchronous current-mode digital subcircuits for edge detection and analog subcircuits for local motion detection. The results of SPICE simulation confirmed that the circuits can compute two-dimensional local velocities with extracting edges of incident images. This shows that a high-speed motion-sensing chip can be developed with standard VLSI technology
Keywords :
CMOS integrated circuits; SPICE; VLSI; asynchronous circuits; correlation methods; current-mode circuits; edge detection; image motion analysis; image sequences; mixed analogue-digital integrated circuits; neural chips; parallel processing; real-time systems; 2D local velocities; 2D motion detection; 2D optical flows; SPICE simulation; VLSI technology; analog subcircuits; analog-digital hybrid CMOS circuit; asynchronous current-mode digital subcircuits; correlation neural networks; edge detection; edge extraction; fast compact motion-sensing systems; local motion detection; local motion processors; Analog-digital conversion; Biology computing; Biomedical optical imaging; CMOS analog integrated circuits; Concurrent computing; High speed optical techniques; Image edge detection; Image motion analysis; Motion detection; Optical computing;
Conference_Titel :
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location :
Como
Print_ISBN :
0-7695-0619-4
DOI :
10.1109/IJCNN.2000.861357