Episode-constrained cross-validation in video concept retrieval
| Authors | |
|---|---|
| Publication date | 2009 |
| Journal | IEEE Transactions on Multimedia |
| Volume | Issue number | 11 | 4 |
| Pages (from-to) | 780-785 |
| Organisations |
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| Abstract | Whereas video tells a narrative by a composition of shots, current video retrieval methods focus mainly on single shots. In retrieval performance estimation, similar shots in a narrative may result in performance overestimation. We propose an episode-based version of cross-validation leading up to 14% classification improvement over shot-based cross-validation |
| Document type | Article |
| Note | vanGemertITM2009 |
| Published at |
https://doi.org/10.1109/TMM.2009.2017619
(Final published version)
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