3D surface parameterization using manifold learning for medial shape representation

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6512, Issue PART 1, 2007, Pages

  Ward, Aaron D ^a   Hamarneh, Ghassan ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; IMAGE SEGMENTATION; LEARNING SYSTEMS; MAGNETIC RESONANCE IMAGING; SURFACE STRUCTURE; THREE DIMENSIONAL COMPUTER GRAPHICS;

MEDIAL SHAPE REPRESENTATION; SURFACE PARAMETERIZATION;

MEDICAL IMAGING;

EID: 36248934234     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.710472     Document Type: Conference Paper

References (19)

1. Blum, H.: A Transformation for Extracting New Descriptors of Shape. In Wathen-Dunn, W., ed.: Models for the Perception of Speech and Visual Form, Cambridge, MIT Press (1967) 362-380
2. Hamarneh, G., Abugharbieh, R., McInerney, T.: Medial profiles for modeling deformation and statistical analysis of shape and their use in medical image segmentation. IJSM 10(2) (2004) 187-209
3. Pizer, S., Fletcher, P.T., Joshi, S., Thall, A.: Deformable M-Reps for 3D medical image segmentation. IJCV 55(2-3) (2003) 85-106
4. Ward, A.D., Schweitzer, M.E., Hamarneh, G.: Computational and visualization techniques for understanding the shape variations of the bicipital groove of the proximal humerus. Annual meeting of the Society for Computer Applications in Radiology (2006) 47-49
5. Hamarneh, G., Ward, A.D., Frank, R.: Quantification and visualization of localized and intuitive shape variability using a novel medial-based shape representation. Proceedings of IEEE International Symposium on Biomedical Imaging (to appear) (2007)
6. Lee, S.W., Lam, L., Suen, C.Y.: A systematic evaluation of skeletonization algorithms. International J. Pattern Recognition and Artificial Intelligence 7(5) (1993) 1203-1225
7. Palagyi, K.: A 3D 3-subiteration thinning algorithm for medial surfaces. In: DGCI '00: Proceedings of the 9th International Conference on Discrete Geometry for Computer Imagery, London, UK, Springer-Verlag (2000) 406-417
8. Xu, W., Wang, C.: CGT: A fast thinning algorithm implemented on a sequential computer. IEEE Trans. Syst. Man. Cybern. 17(5) (1987) 847-851
9. Arcelli, C., Cordella, L.P., Levialdi, S.: Parallel thinning of binary pictures. Electronic Letters 11(7) (1975) 148-149
10. Golland, P., Grimson, W.E.L.: Fixed topology skeletons. IEEE Conference on Computer Vision and Pattern Recognition 1 (2000) 10-17
11. Tenenbaum, J.B., De Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290 (2000) 3219-2323
12. Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290 (2000) 2323-2326
13. Belkin, M., Niyogi, P.: Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation 15 (2003) 1373-1396
14. Zigelman, G., Kimmel, R., Kiryati, N.: Texture mapping using surface flattening via multidimensional scaling. IEEE Transactions on Visualization and Computer Graphics 8(2) (2002) 198-207
15. Grossmann, R., Kiryati, N., Kimmel, R.: Computational surface flattening: A voxel-based approach. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(4) (2002) 433-441
16. Liu, Y.S., Yong, J.H., Yu, P.Q., Zhang, H., Du, M.C., Paul, J.C.: Mesh parameterization for an open connected surface without partition. Proceedings of the International Conference on Computer Aided Design and Computer Graphics (2005) 5p
17. Oda, M., Hayashi, Y., Kitasaka, T., Mori, K., Suenaga, Y.: A method for generating virtual unfolded view of colon using spring model. Proceedings of SPIE Medical Imaging 2006: Physiology, Function, and Structure from Medical Images 6143 (2006) 458-469
18. Wang, G., McFarland, G., Brown, B.P., Vannier, M.W.: GI tract unraveling with curved cross sections. IEEE Transactions on Medical Imaging 17(2) (1998) 318-322
19. Han, Q., Lu, C., Lui, G., Pizer, S.M., Joshi, S., Thall, A.: Representing multi-figure anatomical objects. ISBI (2004) 1251-1254