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计算机应用研究 2011
Image annotation based on AFSVM-MIL arithmetic
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Abstract:
In most existing training data set,keywords are usually associated with images instead of regions.And not only supervised learning methods but also multi instance learning(MIL) methods need to associate Key words with regions.So this paper brought forward an improved MIL arithmetic(AFSVM-MIL),which based on active learning fuzzy support vector machine.Then image annotation problem became a supervised learning one in MIL framework.This method used AFSVM-MIL to classify the training datasets.And do generalize...