TexRet: A Texture Retrieval System Using Soft-Computing

摘要

The TEXRET-System, a texture retrieval system based on soft-computing technologies is being developed. The importance of this kind of system is increasing due to the massive access to digital image databases, which also demand the existence of systems that can understand human high-level requests. The TEXRET system has the following features: (ⅰ) direct access from the Internet, ( ⅱ ) high interactivity, (ⅲ ) texture retrieval using human-like or fuzzy description of the textures, (ⅳ ) content-based texture retrieval using user-feedback and (ⅴ) synthesis or generation of the requested textures when these are not found in the database, which allows a growing of the database. One of the main system features is synthesis of the requested textures when these are not found in the database, which allows a growing of the database. Missing textures are synthesized interactively using Markov Random Fields and interactive genetic algorithms. This paper is centered on the texture synthesis of the textures.