A medical image retrieval framework in correlation enhanced visual concept feature space

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Volumn , Issue , 2009, Pages

  Rahman, Md Mahmudur ^a   Antani, Sameer K ^a   Thoma, George R ^a  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL IMAGES; COLOR HISTOGRAM; DESCRIPTORS; FEATURE REPRESENTATION; FEATURE SPACE; IMAGE REGIONS; IMAGING MODALITY; MEDICAL IMAGE RETRIEVAL; MULTI-CLASS SUPPORT VECTOR MACHINES; PROBABILISTIC FRAMEWORK; QUANTIZATION ERRORS; SPATIAL ORDERING; SPATIAL RELATIONSHIPS; STATISTICAL MODELS; STRUCTURAL RELATIONSHIP; VISUAL CONCEPT;

SUPPORT VECTOR MACHINES;

IMAGE RETRIEVAL;

EID: 70449672866     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2009.5255392     Document Type: Conference Paper

References (11)

1. H. Müller, N. Michoux, D. Bandon, and A. Geissbuhler, "A Review of Content-Based Image Retrieval Systems in Medical Applications Clinical Benefits and Future Directions," International Journal of Medical Informatics, vol.73, pp. 1-23, 2004.
2. R.H. Choplin, J.M. Boehme, and C.D. Maynard, "Picture archiving and communication systems: an overview," RadioGraphics, vol.12, pp. 127-129, 1992.
3. [3] Y. Liua, D. Zhang, G. Lu, and W.Y. Ma, A survey of content-based image retrieval with high-level semantics, Pattern Recogntion, vol.40, pp. 262-282, 2007. (Pubitemid 44486285)
4. W. Hsu, S. Antani, L.R. Long, L. Neve, and G.R. Thoma, "SPIRS: a Web-based Image Retrieval System For Large Biomedical Databases," International Journal of Medical Informatics, vol.78, pp. 13-24, 2008.
5. H. Müller, T. Deselaers, E. Kim, C. Kalpathy, D. Jayashree, M. Thomas, P. Clough, and W. Hersh, "Overview of the ImageCLEFmed 2007 Medical Retrieval and Annotation Tasks," 8th Workshop of the Cross-Language Evaluation Forum (CLEF 2007), Proceedings of LNCS, vol.5152, 2008.
6. T.M. Lehmann, B.B. Wein, J. Dahmen, J. Bredno, F. Vogelsang, and M. Kohnen, "Content-based image retrieval in medical applications-A novel multi-step approach," Proc SPIE, vol.3972, pp. 312-320, 2000.
7. R.B. Yates and B.R. Neto, Modern Information Retrieval, 1st ed., Addison Wesley, 1999.
8. V. Vapnik, Statistical Learning Theory, New York, NY, Wiley; 1998.
9. T.F. Wu, C.J. Lin, and R.C. Weng, "Probability Estimates for Multi-class Classification by Pairwise Coupling," Journal of Machine Learning Research, vol.5, pp. 975-1005, 2004.
10. K. Fukunaga, Introduction to Statistical Pattern Recognition, Boston, 2nd edition: Academic Press; 1990.
11. S.F. Chang, T. Sikora, and A. Puri, "Overview of the MPEG-7 standard," IEEE Trans Circ Syst Video Technology, vol.11, pp. 688-695, 2001.