Evaluation strategies for automatic linguistic indexing of pictures

IEEE International Conference on Image Processing

Volumn 3, Issue , 2003, Pages 617-620

  Wang, James Z ^a,b   Li, Jia ^a,c   Lin, Sui Ching ^a,c  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b School of Information Sciences and Technology   (United States)

^c Department of Statistics ^*

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; IMAGE RETRIEVAL; INDEXING (OF INFORMATION); LEARNING SYSTEMS; LINGUISTICS; MARKOV PROCESSES; SEMANTICS;

AUTOMATIC LINGUISTIC INDEXING; IMAGE CLASSIFICATION;

IMAGE PROCESSING;

EID: 0344271700     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. K. Barnard, D. Forsyth, "Learning the semantics of words and pictures," Proc. ICCV, vol. 2, pp. 408-415, 2001.
2. J. Li, J. Z. Wang, "Automatic linguistic indexing of pictures by a statistical modeling approach," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 25, no. 10, 2003.
3. J. Li, R. M. Gray, R. A. Olshen, "Multiresolution image classification by hierarchical modeling with two dimensional hidden Markov models," IEEE Trans. on Information Theory, vol. 46, no. 5, pp. 1826-41, August 2000.
4. A. W. M. Smeulders, M. Worring, S. Santini, A. Gupta, R. Jain, "Content-Based Image Retrieval at the End of the Early Years," IEEE Trans. on Pattern Analysis And Machine Intelligence, vol. 22, no. 12, pp. 1349-1380, 2000.
5. J. Z. Wang, J. Li, "Learning-based linguistic indexing of pictures with 2-D MHMMs," Proc. ACM Multimedia, pp. 436-445, Juan Les Pins, France, ACM., December 2002.
6. J. Z. Wang, Integrated Region-based Image Retrieval, Kluwer Academic Publishers, Dordrecht, 2001.
7. J. Z. Wang, J. Li, G. Wiederhold, "SIMPLIcity: Semantics-sensitive Integrated Matching for Picture Libraries," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 23, no. 9, pp. 947-963, 2001.
8. Q. Zhang, S. A. Goldman, W. Yu, and J. E. Fritts, "Content-based image retrieval using multiple-instance learning," Proc. Int. Conf. on Machine Learning, 2002.