Hierarchical Graph-based Media Content Representation for Real Time Search in Large Scale Multimedia Databases

N. Papadakis, N. Doulamis, and A. Doulamis (Greece)

Keywords

Pattern recognition, image process, computer vision.

Abstract

This paper presents a system architecture and the appropriate algorithms for confidential searching of multimedia digital libraries. The proposed scheme uses Middleware service layer that allows pre-processing of raw content with technology owned by the Search Engine, without compromising the security of the original architecture in any way. The specific search algorithms described are a hierarchical graph structure algorithm for preprocessing, and a backtracking search algorithm that achieves good real-time performance (speed, and precision-recall values) under the given security constraints.

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