학술논문

Analog VLSI chip for stereocorrespondence
Document Type
Conference
Author
Source
1994 IEEE International Symposium on Circuits and Systems (ISCAS) Circuits and systems Circuits and Systems (ISCAS), 1994 IEEE International Symposium on. 6:347-350 vol.6 1994
Subject
Components, Circuits, Devices and Systems
Communication, Networking and Broadcast Technologies
Engineered Materials, Dielectrics and Plasmas
Very large scale integration
Correlators
Circuits
Analog computers
Feedback
Interpolation
Eyes
Retina
Machine vision
Psychology
Language
Abstract
Stereocorrespondence is one of the classical problems in machine vision. The problem concerns the determination of corresponding points in a pair of images taken from two vantage points. Correspondence is difficult to find when the two images contain many identical features. The author describes an improved stereocorrespondence algorithm based on a combination of computational, psychophysical, and neurophysiological data, and the implementation of this algorithm in an analog VLSI chip that computes stereocorrespondence from one-dimensional input patterns in real time. This algorithm is naturally robust against random transistor mismatch, which, from the point of view of the circuit, is similar to false correspondences in the visual data. This noise-suppressing property makes the stereocorrespondence circuit architecture generally useful for analog VLSI implementations.ETX