Dec 19, 2012 · In this paper, we propose a novel cross-media similarity measure. It considers both intra-media and inter-media correlation, which are ignored by existing ...

Intra-media correlation focuses on semantic category information within each media, while inter-media correlation focuses on positive and negative correlations ...

A novel cross-media similarity measure that considers both intra-media and inter-media correlation, which are ignored by existing works, and is able to ...

Abstract: With the rapid development of multimedia content on the Internet, cross-media retrieval has become a key problem in both research and application.

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao: Cross-media retrieval by intra-media and inter-media correlation mining. Multim. Syst. 19(5): 395-406 (2013).

We first learn a common subspace to project heterogeneous media data to the isomorphic subspace, to measure the similarity of the heterogeneous media data in ...

Multimedia retrieval plays an indispensable role in big data utilization. Past efforts mainly focused on single-media retrieval.

Jul 1, 2017 · The aforementioned cross-media hashing methods mainly consider similar factors such as inter-media similarities, intra-media similarities and.

An overview of cross-media retrieval is given, including the concepts, methodologies, major challenges, and open issues, as well as building up the ...

Oct 22, 2024 · Cross-media retrieval is able to provide retrieval results with similar semantics but different media to the query. Since cross-media ...