Efficient Heuristic Methods for Multimodal Fusion and Concept Fusion in Video Concept Detection

Semantic models are widely used to bridge the semantic gap between low-level features and high-level features in video concept indexing. Multimodal fusion and concept fusion are two commonly used approaches in building semantic models. In the previous work, domain adaptation is neglected in multimod...

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Bibliographic Details
Published in:IEEE transactions on multimedia 2015-04, Vol.17 (4), p.498-511
Main Authors: Geng, Jie, Miao, Zhenjiang, Zhang, Xiao-Ping
Format: Article
Language:English
Subjects:
Adaptation models
Concept fusion
Correlation
Detectors
domain adaption
Histograms
Indexing
multimodal fusion
Semantics
Vectors
video concept indexing
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