Computational model of an integrated vision system

摘要

Abstract: This paper reports progress in the development of an integrated computational model of visual perception. Ultimately, the system is planned to include as many of the stages of perceptual processing as possible. The portions described in this report include a powerful texture segmenter based on the spatial averaging of the outputs of a cluster of fallible texture analyzers, the reconstruction of three dimensional forms from sparse point samples, and the location, magnification, and rotation invariant recognition of forms based on both their local features and the arrangement of the local features.!