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Object-Based Image Retrieval Using Semi-Supervised Multi-Instance Learning

Published • Oct 1, 2009
NobleIDNI2P94W12R07S68
Authors:
Daxiang Li
,
Jinye Peng

Abstract

Aiming at the problem of object-based image retrieval, a novel semi-supervised multi-instance learning (MIL) algorithm based on RS (rough set) attribute reduction and transductive support vector machine (TSVM) has been presented-RSTSVM-MIL algorithm. This algorithm regards the whole image as a bag, ...

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