Texture synthesis using image pyramids and self-organizing maps

被引：6
|
作者：
Parada, P [1 ]
Ruiz-del-Solar, J [1 ]
机构：
[1] Univ Chile, Dept Elect Engn, Santiago, Chile
来源：
11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS | 2001年
关键词：
D O I：
10.1109/ICIAP.2001.957016
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Markov Random Field is a very known model for the generation of textures. However, the estimation of its parameter results quite difficult in many cases. In this article a new algorithm for synthesis of textures is proposed, based on image pyramids and self-organizing maps. This procedure avoids the explicit computation of its parameters. Preliminary results support the appropriateness of this new approach.
引用
收藏
页码：244 / 249
页数：6
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