A Probabilistic Multimedia Retrieval Model and Its Evaluation

A Probabilistic Multimedia Retrieval Model and Its Evaluation

<p/> <p>We present a probabilistic model for the retrieval of multimodal documents. The model is based on Bayesian decision theory and combines models for text-based search with models for visual search. The textual model is based on the language modelling approach to text retrieval, and...

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Bibliographic Details
Main Authors: de Jong Franciska, Hiemstra Djoerd, Westerveld Thijs, de Vries Arjen P, van Ballegooij Alex
Format: Article
Language:English
Published: SpringerOpen 2003-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
multimedia retrieval
evaluation
probabilistic models
Gaussian mixture models
language models
Online Access:http://dx.doi.org/10.1155/S111086570321101X

Internet

http://dx.doi.org/10.1155/S111086570321101X

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