3D segmentation of the liver using free-form deformation based on boosting and deformation gradients

Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

Volumn , Issue , 2009, Pages 494-497

  Zhang, Hong ^a,b   Yang, Lin ^b   Foran, David J ^b   Nosher, John L ^b   Yim, Peter J ^b  

^a RUTGERS UNIVERSITY   (United States)

^b RUTGERS ROBERT WOOD JOHNSON MEDICAL SCHOOL   (United States)

Author keywords

Boosting; CT; Liver image segmentation

Indexed keywords

3-D IMAGE; 3D SEGMENTATION; BASIC IDEA; BINARY MASKS; BOOSTING; COMPUTED TOMOGRAPHY SCAN; CT; DEFORMABLE MODELS; DEFORMABLE SURFACES; DEFORMATION GRADIENTS; FORCE FIELDS; FREE-FORM DEFORMATION; HYBRID SEGMENTATION; LIVER IMAGE SEGMENTATION; LIVER SEGMENTATION; SHAPE PRIORS;

COMPUTERIZED TOMOGRAPHY; DEFORMATION; DIGITAL IMAGE STORAGE; IMAGE SEGMENTATION; LIVER;

THREE DIMENSIONAL;

EID: 70449387213     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2009.5193092     Document Type: Conference Paper

References (11)

1. D. L. Pham, C. Xu, and J. L. Prince, "Current methods in medical image segmentation", Annual Review of Biomedical Engineering, vol. 2, pp. 315-337, 2000.
2. C. Florin, N. Paragios, G. Funka-Lea, and J. Williams, "Liver segmentation using sparse 3d prior models with optimal data support", Information Processing in Medical Imaging, vol. 4584, pp. 38-49, 2007.
3. S. Muraki, "Volume data and wavelet transforms", IEEE Comput Graph, vol. 13, pp. 50-56, 1993.
4. S. Bakalexis, Y. Boutalis, and B. Mertzios, "Edge detection and image segmentation based on nonlinear anisotropic diffusion", Digital Signal Processing, pp. 1203-1206, 2002.
5. L. Yang, B. Georgescu, Y. Zheng, P. Meer, and D. Comaniciu, "3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers", CVPR, 2008.
6. J. Yuan, J. Luo, and Y. Wu, "Mining compositional features for boosting", CVPR, 2008.
7. L. Shen and L. Bai, "3D gabor wavelets for evaluating SPM normalization algorithm", Medical Image Analysis, vol. 12, pp. 375-383, 2008.
8. W. Y. Ma and S. Manjunath, "Edgeflow: a technique for boundary detection and image segmentation", IEEE Transactions on Image Processing, vol. 9, pp. 1375-1388, 2000.
9. E. Bardinet, L. D. Cohen, and N. Ayache, "Superquadrics and free-form deformations: A global model to fit and track 3d medical data", Computer Vision, Virtual Reality and Robotics in Medicine, vol. 905, pp. 319-326, 1995.
10. R. W. Sumner and J. Popovc, "Deformation transfer for triangle meshes", SIGGRAPH, pp. 399-405, 2004.
11. J. Li and R. Liu, "Data depth for nonparametric tests of multivariate locations and scales", Statistical Science, vol. 19, pp. 686-696, 2004.