Abstract
Modeling of multimedia and multimodal data becomes increasingly
important with the digitalization of the world. The objective
of this paper is to demonstrate the potential of independent component
analysis and blind sources separation methods for modeling
and understanding of multimedia data, which largely refers to text,
images/video, audio and combinations of such data. We review a
number of applications within single and combined media with the
hope that this might provide inspiration for further research in this
area. Finally, we provide a detailed presentation of our own recent
work on modeling combined text/image data for the purpose
of cross-media retrieval.
| Original language | English |
|---|---|
| Publication date | 2003 |
| Publication status | Published - 2003 |
| Event | Copenhagen Image and Signal Processing Graduate School, Ebeltoft, May 7, 2003 - Ebeltoft Duration: 1 Jan 2003 → … |
Conference
| Conference | Copenhagen Image and Signal Processing Graduate School, Ebeltoft, May 7, 2003 |
|---|---|
| City | Ebeltoft |
| Period | 01/01/2003 → … |
Keywords
- combined text image
- multimedia modelling
- ICA
- content extraction