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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Kierkels, J.J.M. Soleymani, M. Pun, T. |
| Copyright Year | 2009 |
| Description | Author affiliation: University of Geneva, Computer Science Department, Battelle Building A, 7 Route de Drize , CH - 1227 Carouge, Switzerland (Kierkels, J.J.M.; Soleymani, M.; Pun, T.) |
| Abstract | An approach for implementing affective information as tags for multimedia content indexing and retrieval is presented. The approach can be used for implicit as well as explicit tags and is presented here using data recorded during the viewing of movie fragments containing annotations and physiological signal recordings. For retrieval based on affective queries, a representation of the query-words is defined in the arousalvalence space in the form of a Gaussian probability distribution and a retrieval method based on this representation is presented. Validation of retrieval accuracy is performed using Precision and Recall parameters. Results show that the use of arousal and valence as affective tags can improve retrieval results. |
| Starting Page | 1436 |
| Ending Page | 1439 |
| File Size | 172833 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781424442904 |
| ISSN | 19457871 |
| DOI | 10.1109/ICME.2009.5202772 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-06-28 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Tagging Music information retrieval Multimedia databases Vocabulary Indexing Information retrieval Biomedical monitoring Technical Activities Guide -TAG Computer science Content based retrieval Valence Indexing and Retrieval Emotions Arousal |
| Content Type | Text |
| Resource Type | Article |
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