Statistical categorization of human histological images

Proceedings - International Conference on Image Processing, ICIP

Volumn 3, Issue , 2005, Pages 628-631

  Zhao, Dehua ^a   Chen, Yixin ^a   Correa, Hernan ^b  

^a USA   (United States)

^b LOUISIANA STATE UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL STRUCTURES; EXPECTATION MAXIMIZATION (EM); IMAGE CATEGORIZATION; MINIMUM MESSAGE LENGTH (MML);

APPROXIMATION THEORY; HISTOLOGY; MEDICAL IMAGING; PROBABILITY DISTRIBUTIONS; STATISTICAL METHODS; TEXTURES;

IMAGE PROCESSING;

EID: 33646711754     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2005.1530470     Document Type: Conference Paper

References (10)

1. G. Celeux, S. Chretien, F. Forbes, and A. Mkhadri, "A Component-Wise EM Algorithm for Mixtures," Technical Report 3764, INRIA, Rhone Alpes, France, 1999.
2. Y. Chen and J. Z. Wang, "Image categorization by learning and reasoning with regions," Journal of Machine Learning Research, vol. 5, pp. 913-939, 2004.
3. M. A. T. Figueiredo and A. K. Jain, "Unsupervised Learning of Finite Mixture Models," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 3 pp. 381-396, 2002.
4. T. Lehmann, B. Wein, J. Bredno, F. Vogelsang, and M. Kohnen, "Content-based Retrieval in Medical Applications: A Novel Multi-step Approach," Proceddings SPIE, 3972, pp. 312-320, 2000.
5. B. S. Manjunth and W. Y. Ma, "Texture Features for Browsing and Retrieval of Image Data," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 8, pp. 837-842, 1996.
6. 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," Computer Vision and Image Understanding, vol. 77, pp. 111-132, 1999.
7. T. Randen and J. H. Husoy, "Filtering for texture classification: a comparative study," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 4, pp. 291-310, 1999.
8. M. H. Ross, G. I. Kaye, and W. Pawlina, Histology: A Text and Atlas, 4th edition, Lippincott Williams & Wilkins, 2002.
9. A. W.M. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain, "Content-based image retrieval at the end of the early years," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 12, pp. 1348-1381, 2000.
10. L. H. Tang, R. Hanka, and H. H.S. Ip, "Histological image retrieval based on semantic content analysis," IEEE trans. Information Technology in Biomedicine, vol. 7, no. 1, pp. 26-36, 2003.