Ensemble of multiple instance classifiers for image re-ranking

作者：

Highlights：

• A system that constructs multi-instance bags from text-based retrieval order.

• Ensemble of MI-classifiers is learned using these multi-instance bags.

• We report image re-ranking performance on multiple datasets.

• Our system receives on par or better results than the state-of-the-art.

摘要

•A system that constructs multi-instance bags from text-based retrieval order.•Ensemble of MI-classifiers is learned using these multi-instance bags.•We report image re-ranking performance on multiple datasets.•Our system receives on par or better results than the state-of-the-art.

论文关键词：Image retrieval,Image re-ranking,Multiple Instance Learning

论文评审过程：Received 14 June 2013, Revised 6 February 2014, Accepted 21 February 2014, Available online 11 March 2014.

论文官网地址：https://doi.org/10.1016/j.imavis.2014.02.014