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Abstract: In this paper we present preliminary results on the application of Labeling RAAM for encoding pyramids. The LRAAM is a neural network able to develop reduced representations of labeled directed graphs. The capability of such representations to preserve structural similarities is demonstrated on a pyramid. We suggest to exploit this skill in data compression and/or to discover scale affine autosimilarities. INTRODUCTION A model frequently used in image analysis is the quadtree, a... (Update)
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BibTeX entry: (Update)
@inproceedings{ lonardi94encoding,
author = "S. Lonardi and A. Sperduti and A. Starita",
title = "Encoding Pyramids by Labeling {RAAM}",
booktitle = "Neural Networks for Signal Processing {IV}, Proceedings of The 1994 {IEEE} Workshop",
publisher = "IEEE Press",
address = "Piscataway, NJ",
editor = "J. Vlontzos and J-N. Hwang and E. Wilson",
pages = "pp. 651--660",
year = "1994",
url = "citeseer.ist.psu.edu/271093.html" }
Citations (may not include all citations):375 Fractals Everywhere (context) - Barnsley - 1988
192 Recursive distributed representations - Pollack - 1990
155 The Quad-Tree and Related Hierarchical Data Structures (context) - Samet - 1984
130 Second Order Derivatives for Network Pruning: Optimal Brain .. - Hassibi, Stork - 1993
128 Fractal Image Compression (context) - Barnsley, Hurd - 1993
16 Encoding of Labeled Graphs by Labeling RAAM (context) - Sperduti - 1994
13 Labeling RAAM - Sperduti - 1993
9 Rational and Affine Expressions for Image Description (context) - Culik, Dube - 1993
7 On Some Stability Properties of the LRAAM Model - Sperduti - 1993
6 Balancing Order and Chaos in Image Generation (context) - Culik, Dube - 1993
6 An Example of Neural Code: Neural Trees Implemented by LRAAM.. (context) - Sperduti, Starita - 1993
6 Descending Epsilon in Backpropagation: a Technique for Bette.. - Yu, Simmons - 1990
4 Optimization and Functional Reduced Descriptors in Neural Ne.. (context) - Sperduti - 1993
2 Modular Neural Codes Implementing Neural Trees (context) - Sperduti, Starita - 1993
1 sintesi frattale di immagini (context) - Lonardi - 1994
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