Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval.

Relevance feedback schemes based on support vector machines (SVM) have been widely used in content-based image retrieval (CBIR). However, the performance of SVM-based relevance feedback is often poor when the number of labeled positive feedback samples is small. This is mainly due to three reasons: ... View More