Automatic segmentation methods for various CT images using morphology operation and statistical technique

ICCP 2007 Proceedings IEEE 3rd International Conference on Intelligent Computer Communication and Processing

Volumn , Issue , 2007, Pages 105-110

  Lee, Myung Eun ^a   Kim, Soo Hyung ^a   Kim, Sun Worl ^a   Oh, Sung Ryul ^a  

^a Chonnam National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ANNEALING; CHLORINE COMPOUNDS; CLUSTERING ALGORITHMS; COMPUTERIZED TOMOGRAPHY; ELECTRIC INSTRUMENT TRANSFORMERS; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; MATHEMATICAL MORPHOLOGY; PARAMETER ESTIMATION;

AUTOMATIC SEGMENTATIONS; CT IMAGING; DETERMINISTIC ANNEALING EXPECTATION-MAXIMIZATION; GAUSSIAN MIXTURE MODEL; IMAGE BASED; INTELLIGENT COMPUTER; INTERNATIONAL CONFERENCES; MORPHOLOGICAL OPERATIONS; MORPHOLOGY OPERATIONS; NUMBER OF CLUSTERS; PRIOR KNOWLEDGE; STATISTICAL TECHNIQUES; TO MODE;

STATISTICAL METHODS;

EID: 47749156788     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCP.2007.4352148     Document Type: Conference Paper

References (10)

1. S. G. Armato and W. F. Sensakovic, "Automated lung Segmentation for Thoracic CT", Academic Radiology, volume 11, pp. 1011-1021, 2004.
2. D. L. Pham, C. Xu and J. L. Prince, "A survey of current methods in medical image segmentation", Technical Report JHU/ECE 99-01, The Johns Hopkins University, 1997.
3. th International Conference on Pattern Recognition, volume 1, pp. 10735-10738, 2002.
4. A. P. N. Dempster, N. M. Laird and D. B. Rubin, "Maximum likelihood from incomplete date via the EM algorithm," J. Roy. Stat. Soc. B, pp. 1-38, 1997.
5. V. Grau, A. U. J. Mewes, M. Alcaniz, R. Kikinis and S. K. Warfield, "Improved Watershed Transform for Medical Image Segmentation Using Prior Information", IEEE Transactions on Medical Image, Vol. 23, No. 4, pp. 447-458, 2004.
6. Y. Itai and etc, "Automatic extraction of abnonnal areas on CT images of the lung area", 2005 Inter. Sym. On Advanced Intelligent Systems, volume 1, pp 360-392, 2005, Korea.
7. Wan-Hyun Cho, Soon-Young Park and Jong-Hyun Park, "Segmentation of Color Image Using Deterministic Annealing EM", 15th International Conference on Pattern Recognition, Barcelona, vol. 3, pp 646-649, Sept. 2000.
8. T. Hofmann, J. M. Buhman, "Pairwise Data Clustering by Deternministic Annealing", IEEE Transaction on PAMI, vol. 19, No 1, pp. 1-13, 1997.
9. N, Ueda, R. Nakano, "Mixture Density Estimation via EM algorithm with Deterministic Annealing", In Proc. IEEE Neural Networks for Signal Processing, pp. 69-77, 1994.
10. T. Hofmann, J. Puzicha, and J.M.Buhman, "Unsupervised Segmentation of Textured Images by Pairwise Data Clustering", Proc. Int'l Conf. Image Processing, Lausanne, 1996.