| Abstract: | A three-dimensional network and its application to the analysis of images are described. This multilevel architecture studies
partial correlations between structural components of an image. An algorithm is proposed that formalizes a new approach to
the decomposition of images. An image is transformed so that each pixel contains information on the spatial structure of its
neighborhood. The most correlated information is first formed, which ensures the resistance of the algorithm to small structural
changes.
Translated from Kibernetika i Sistemnyi Analiz, No. 2, pp. 114–133, March–April, 2000. |
