Automatic image captioning
| dc.citation.epage | 1990 | en_US |
| dc.citation.spage | 1987 | en_US |
| dc.citation.volumeNumber | 3 | en_US |
| dc.contributor.author | Pan J.-Y. | en_US |
| dc.contributor.author | Yang H.-J. | en_US |
| dc.contributor.author | Duygulu, Pınar | en_US |
| dc.contributor.author | Faloutsos, C. | en_US |
| dc.coverage.spatial | The Grand Hotel, Taipei, Taiwan | en_US |
| dc.date.accessioned | 2016-02-08T11:53:05Z | |
| dc.date.available | 2016-02-08T11:53:05Z | |
| dc.date.issued | 2004 | en_US |
| dc.department | Department of Computer Engineering | en_US |
| dc.description | Date of Conference: June 27th~30th, 2004 | en_US |
| dc.description.abstract | In this paper, we examine the problem of automatic image captioning. Given a training set of captioned images, we want to discover correlations between image features and keywords, so that we can automatically find good keywords for a new image. We experiment thoroughly with multiple design alternatives on large datasets of various content styles, and our proposed methods achieve up to a 45% relative improvement on captioning accuracy over the state of the art. | en_US |
| dc.description.provenance | Made available in DSpace on 2016-02-08T11:53:05Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2004 | en |
| dc.identifier.uri | http://hdl.handle.net/11693/27427 | |
| dc.language.iso | English | en_US |
| dc.source.title | Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004) | en_US |
| dc.subject | Algorithms | en_US |
| dc.subject | Automation | en_US |
| dc.subject | Content based retrieval | en_US |
| dc.subject | Database systems | en_US |
| dc.subject | Indexing (of information) | en_US |
| dc.subject | Semantics | en_US |
| dc.subject | Image captioning | en_US |
| dc.subject | Image databases | en_US |
| dc.subject | Latent semantic analysis (LSA) | en_US |
| dc.subject | Video indexing | en_US |
| dc.subject | Image processing | en_US |
| dc.title | Automatic image captioning | en_US |
| dc.type | Conference Paper | en_US |
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