A unified framework for multimodal retrieval

作者:

Highlights:

• We propose an automatic weighting scheme for multimodal retrieval.

• We handle the case of external multimodal queries.

• Our experimental evaluation is performed in 5 multimodal datasets.

• High performance in terms of retrieval accuracy and computational efficiency.

摘要

Highlights•We propose an automatic weighting scheme for multimodal retrieval.•We handle the case of external multimodal queries.•Our experimental evaluation is performed in 5 multimodal datasets.•High performance in terms of retrieval accuracy and computational efficiency.

论文关键词:Multimedia description,Multimodal search and retrieval,Incremental manifold learning

论文评审过程:Received 23 August 2012, Revised 19 April 2013, Accepted 17 May 2013, Available online 7 June 2013.

论文官网地址:https://doi.org/10.1016/j.patcog.2013.05.023