Interactive classification and content-based retrieval of tissue images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4790, Issue , 2002, Pages 71-81

  Aksoy, Selim ^a   Marchisio, Giovanni ^a   Tusk, Carsten ^a   Koperski, Krzysztof ^a  

^a Insightful Corporation   (United States)

Author keywords

Content based image retrieval; Fuzzy logic; Image classification; Spatial relationships; Tissue images

Indexed keywords

FEATURE EXTRACTION; FUZZY SETS; INTERACTIVE COMPUTER SYSTEMS; MATHEMATICAL MODELS; MEDICAL IMAGING; MEMBERSHIP FUNCTIONS; STATISTICAL METHODS; TISSUE;

INTERACTIVE IMAGE CLASSIFICATION; TISSUE IMAGES;

CONTENT BASED RETRIEVAL;

EID: 0036983353     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.453862     Document Type: Conference Paper

References (12)

1. K. Koperski, G. Marchisio, S. Aksoy, and C. Tusk, "VisiMine: Interactive mining in image databases," in Proceedings of IEEE International Geoscience and Remote Sensing Symposium, (Toronto, Canada), 2002.
2. S. Santini, Exploratory Image Databases: Content-Based Retrieval, Academic Press, 2001.
3. C.-R. Shyu, C. E. Brodley, A. C. Kak, and A. Kosaka, "ASSERT: A physician-in-the-loop content-based retrieval system for hrct image databases," Computer Vision and Image Understanding, Special Issue on Content-Based Access of Image and Video Libraries 75, pp. 111-132, July/August 1999.
4. P. J. Neal, L. G. Shapiro, and C. Rosse, "The digital anatomist structural abstraction: A scheme for the spatial description of anatomical entities," in Proceedings of American Medical Informatics Association Annual Symposium, (Lake Buena Vista, FL), November 1998.
5. L. H. Tang, R. Hanka, H. H. Ip, and R. Lam, "Extraction of semantic features of histological images for content-based retrieval of images," in Proceedings of SPIE Medical Imaging, 3662, pp. 360-368, (San Diego, CA), February 1999.
6. L. H. Tang, R. Hanka, H. H. Ip, and R. Lam, "Semantic query processing and annotation generation for content-based retrieval of histological images," in Proceedings of SPIE Medical Imaging, (San Diego, CA), February 2000.
7. E. G. M. Petrakis and C. Faloutsos, "Similarity searching in medical image databases," IEEE Transactions on Knowledge and Data Engineering 9, pp. 435-447, May/June 1997.
8. W. W. Chu, C.-C. Hsu, A. F. Cardenas, and R. K. Taira, "Knowledge-based image retrieval with spatial and temporal constructs," IEEE Transactions on Knowledge and Data Engineering 10, pp. 872-888, November/December 1998.
9. G. Koepfler, C. Lopez, and J. M. Morel, "A multiscale algorithm for image segmentation by variational method," SIAM Journal of Numerical Analysis 31, pp. 282-299, 1994.
10. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, John Wiley & Sons, Inc., 2000.
11. G. J. McLachlan and T. Krishnan, The EM Algorithm and Extensions, John Wiley & Sons, Inc., 1997.
12. R. C. Wagner and F. E. Hossler, "Mammalian Histology - B408, Department of Biological Sciences, University of Delaware." http://www.udel.edu/Biology/Wags/histopage/histiopage.htm.