Title :
Neuromorphic analog VLSI sensor for visual tracking: circuits and application examples
Author :
Indiveri, Giacomo
Author_Institution :
Inst. of Neuroinf., Zurich, Switzerland
fDate :
11/1/1999 12:00:00 AM
Abstract :
This paper presents a one-dimensional visual sensor, implemented on a single VLSI chip using analog neuromorphic circuits, for selectively detecting and tracking the position of the feature with the highest spatial contrast present in the visual scene. The chip´s photoreceptors adapt to stationary backgrounds and can be tuned to respond maximally to specific target velocities. The sensor drastically reduces the amount of data to be transmitted to further processing stages by encoding, in real time, the position of the target in the form of a single continuous-time analog variable. We describe the circuits implementing the sensor and show applications to three examples of tracking tasks: a stand-alone visual tracking system, an active fully analog tracking system, and a mobile platform line-following system
Keywords :
VLSI; analogue processing circuits; computer vision; neural chips; optical tracking; active fully analog tracking system; mobile platform line-following system; neuromorphic analog VLSI sensor; one-dimensional visual sensor; photoreceptors; processing stages; single VLSI chip; single continuous-time analog variable; spatial contrast; stand-alone visual tracking system; stationary backgrounds; tracking tasks; visual tracking; Brightness; Circuits; Computer vision; Hardware; Layout; Machine vision; Neuromorphics; Sensor systems; Target tracking; Very large scale integration;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on