Automatic image annotation through multi-topic text categorization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2006, Pages

  Gao, Sheng ^a   Wang, De Hong ^a,b   Lee, Chin Hui ^c  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^c GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; FEATURE EXTRACTION; SEMANTICS; TEXT PROCESSING; VECTOR QUANTIZATION;

AUTOMATIC IMAGE ANNOTATION; LINEAR CLASSIFICATION MODELS; MULTI TOPIC TEXT CATEGORIZATION; VISUAL CODEBOOKS;

IMAGE PROCESSING;

EID: 33947632983     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. D. Blei and M.-I. Jordan., "Modeling annotated data," ACM SIGIR'03.
2. J. Jeon & R. Manmatha, "Using maximum entropy for automatic image annotation," Proc. of CIVR'04.
3. J. Jeon, et al., "Automatic image annotation and retrieval using cross-media relevance models," ACM SIGIR'03.
4. J.-R. Bellegarda, "Exploiting latent semantic information in statistical language modeling," Proc. of the IEEE, Vol.88, No.8, pp. 1279-1296, 2000.
5. K. Barnard, et al., "Matching words and pictures," Journal of Machine Learning Research, pp. 1107-1135, Vol. 3, 2003.
6. P. Carbonetto, et al., "A statistical model for general contextual object recognition", Proc. Of ECCV'04.
7. P. Duygulu, et al., "Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary," Proc. of ECCV'02.
8. Ricardo B. Y. & Berthier R.-N., Modern Information Retrieval, Addison Wesley, 1999.
9. S. Gao, W. Wu, C.-H. Lee and T.-S. Chua, "A MFoM learning approach to robust multiclass multi-label text categorization," Proc. of ICML'04.
10. S. Kumar & M. Hebert, "Discriminative fields for modeling spatial dependencies in natural images," Proc. of NIPS'04.
11. S.-L. Feng, et al., "Multiple Bernoulli relevance models for image and video annotation," Proc. of CVPR'04.
12. V. Lavrenko, et al., "A model for learning the semantics of pictures," Proc. of NIPS'03.
13. Wang D.-H., et al., "Discriminative fusion approach for automatic image annotation," Proc. of MMSP'05.
14. X.-M. He, et al., "Multiscale conditional random fields for image labeling," CVPR'04.