12-3 Pre-learning algorithm for content-based image retrieval using SOM

Abstract

In this paper, we propose a CBIR algorithm using Self-Organizing Map with visual relevance feedback scheme. A pre-learning algorithm in the visual relevance feedback is proposed for constructing user-dependent metric space. We show the effectiveness of the proposed technique by subjective evaluation experiments.