A simple feature combination method based on dominant sets
作者：
Highlights：
• We present a simple weighting scheme for feature combination based dominant sets.
• We use dominant sets to evaluate how accurate a kernel matrix is expected to be.
• This accuracy is found to be related to the classification performance.
• We validate the effectiveness of our method with extensive experiments.
摘要
Highlights•We present a simple weighting scheme for feature combination based dominant sets.•We use dominant sets to evaluate how accurate a kernel matrix is expected to be.•This accuracy is found to be related to the classification performance.•We validate the effectiveness of our method with extensive experiments.
论文关键词：Feature combination,Object classification,Dominant sets,Kernel accuracy
论文评审过程：Received 6 March 2012, Revised 23 February 2013, Accepted 3 April 2013, Available online 22 April 2013.
论文官网地址：https://doi.org/10.1016/j.patcog.2013.04.005
