Learning visual contexts for image annotation from Flickr groups
| Authors |
|
|---|---|
| Publication date | 2011 |
| Journal | IEEE Transactions on Multimedia |
| Volume | Issue number | 13 | 2 |
| Pages (from-to) | 330-341 |
| Organisations |
|
| Abstract |
We present an extension of automatic image annotation that takes the context of a picture into account. Our core assumption is that users do not only provide individual images to be tagged, but group their pictures into batches (e.g., all snapshots taken over the same holiday trip), whereas the images within a batch are likely to have a common style. These batches are matched with categories learned from Flickr groups, and an accurate context-specific annotation is performed. |
| Document type | Article |
| Language | English |
| Published at | https://doi.org/10.1109/TMM.2010.2101051 |
| Downloads |
Post-print version of article
(Accepted author manuscript)
|
| Permalink to this page | |
