Multimedia Technology IV – Farag, Yang & Jiao (Eds)
© 2015 Taylor & Francis Group, London, ISBN: 978-1-138-02794-7
Lear ning semantic correlations of images and text
by automatic image annotation
Ying Xia, YunLong Wu & JiangFan Feng
Research Center of Spatial Information System, Chongqing University of Posts and Telecommunications,
Chongqing, China
ABSTRACT: Recently probabilistic model of automatic image annotation (AIA) has been usually utilized to
solve problems of cross-media retrieval due to its advantage of learning semantic correlations of images and text
efficiently. However, someAIA models may ignore correlations among keywords used to annotate images. In this
paper, we propose a kind of probability-based cross-media relevance model (PBCMRM). ...