DOI: 10.1007/978-3-642-15986-2_46. Local Regression Based Statistical Model Fitting

Local Regression Based Statistical Model Fitting

10.1007/978-3-642-15986-2_46

Crossref book-chapter

Springer Berlin Heidelberg

Lecture Notes in Computer Science (297)

Bibliography

Amberg, M., LÃ¼thi, M., & Vetter, T. (2010). Local Regression Based Statistical Model Fitting. Pattern Recognition, 452â461.

Authors 3

Matthias Amberg (first)
Marcel Lüthi (additional)
Thomas Vetter (additional)

References 21 Referenced 7

Cootes, T.F., Taylor, C.J.: Combining point distribution models with shape models based on finite element analysis. Image Vision Comput. 13(5), 403–409 (1995) (10.1016/0262-8856(95)99727-I) / Image Vision Comput. by T.F. Cootes (1995)
Cootes, T.F., Taylor, C.J.: Data driven refinement of active shape model search. In: BMVC, British Machine Vision Association (1996) (10.5244/C.10.10)
Loog, M.: Localized maximum entropy shape modelling. In: Karssemeijer, N., Lelieveldt, B. (eds.) IPMI 2007. LNCS, vol. 4584, pp. 619–629. Springer, Heidelberg (2007) (10.1007/978-3-540-73273-0_51) / Information Processing in Medical Imaging / Lecture Notes in Computer Science by M. Loog (2007)
Pekar, V., Kaus, M., Lorenz, C., Lobregt, S., Truyen, R., Weese, J.: Shape-model-based adaptation of 3D deformable meshes for segmentation of medical images. In: Proceedings of SPIE, vol. 4322, p. 281 (2001) (10.1117/12.430973)
Shang, Y., Dossel, O.: Statistical 3D shape-model guided segmentation of cardiac images. Computers in Cardiology 31, 553 (2004) (10.1109/CIC.2004.1442997) / Computers in Cardiology by Y. Shang (2004)
Weese, J., Kaus, M., Lorenz, C., Lobregt, S., Truyen, R., Pekar, V.: Shape constrained deformable models for 3D medical image segmentation. LNCS, pp. 380–387. Springer, Heidelberg (2001) (10.1007/3-540-45729-1_38) / Shape constrained deformable models for 3D medical image segmentation / Lecture Notes in Computer Science by J. Weese (2001)
Shen, D., Herskovits, E.H., Davatzikos, C.: An adaptive-focus statistical shape model for segmentation and shape modeling of 3-d brain structures. IEEE Trans. Med. Imaging 20(4), 257–270 (2001) (10.1109/42.921475) / IEEE Trans. Med. Imaging by D. Shen (2001)
de Bruijne, M., van Ginneken, B., Viergever, M.A., Niessen, W.J.: Adapting active shape models for 3d segmentation of tubular structures in medical images. Inf. Process. Med. Imaging 18 (July 2003) (10.1007/978-3-540-45087-0_12)
Zhao, Z., Aylward, S., Teoh, E.: A novel 3D partitioned active shape model for segmentation of brain MR images. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3749, pp. 221–228. Springer, Heidelberg (2005) (10.1007/11566465_28) / Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005 / Lecture Notes in Computer Science by Z. Zhao (2005)
Blanz, V., Vetter, T.: A morphable model for the synthesis of 3d faces. In: SIGGRAPH 1999: Proceedings of the 26th annual conference on Computer graphics and interactive techniques, pp. 187–194. ACM Press, New York (1999) (10.1145/311535.311556) / SIGGRAPH 1999: Proceedings of the 26th annual conference on Computer graphics and interactive techniques by V. Blanz (1999)
Davatzikos, C., Tao, X., Shen, D.: Hierarchical active shape models, using the wavelet transform. IEEE Trans. Med. Imaging 22(3), 414–423 (2003) (10.1109/TMI.2003.809688) / IEEE Trans. Med. Imaging by C. Davatzikos (2003)
Nain, D., Haker, S., Bobick, A., Tannenbaum, A.: Multiscale 3-d shape representation and segmentation using spherical wavelets. IEEE Trans. Med. Imaging 26(4), 598–618 (2007) (10.1109/TMI.2007.893284) / IEEE Trans. Med. Imaging by D. Nain (2007)
Knothe, R.: A Global-to-local model for the representation of human faces. PhD thesis, Computer Science Department, University of Basel (2009)
Hastie, T., Tibshirani, R., Friedman, J.: Kernel Smoothing Methods. In: The Elements of Statistical Learning. Springer Series in Statistics. Springer, New York (2001) (10.1007/978-0-387-21606-5) / The Elements of Statistical Learning / Springer Series in Statistics by T. Hastie (2001)
Heimann, T., Meinzer, H.: Statistical shape models for 3D medical image segmentation: A review. In: Medical Image Analysis (2009) (10.1016/j.media.2009.05.004)
Cootes, T., Taylor, C., Cooper, D., Graham, J., et al.: Active shape models-their training and application. Computer Vision and Image Understanding 61(1), 38–59 (1995) (10.1006/cviu.1995.1004) / Computer Vision and Image Understanding by T. Cootes (1995)
Rueckert, D., Frangi, A.F., Schnabel, J.A.: Automatic construction of 3d statistical deformation models using non-rigid registration. In: Niessen, W.J., Viergever, M.A. (eds.) MICCAI 2001. LNCS, vol. 2208, pp. 77–84. Springer, Heidelberg (2001) (10.1007/3-540-45468-3_10) / Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 / Lecture Notes in Computer Science by D. Rueckert (2001)
Tipping, M.E., Bishop, C.M.: Probabilistic principal component analysis. Journal of the Royal Statistical Society 61, 611–622 (1999) (10.1111/1467-9868.00196) / Journal of the Royal Statistical Society by M.E. Tipping (1999)
Dryden, I., Mardia, K.: Statistical shape analysis. Wiley, New York (1998) / Statistical shape analysis by I. Dryden (1998)
Cleveland, W.S., Devlin, S.J.: Locally-Weighted regression: An approach to regression analysis by local fitting. Journal of the American Statistical Association 83(403), 596–610 (1988) (10.2307/2289282) / Journal of the American Statistical Association by W.S. Cleveland (1988)
Zhu, C., Byrd, R., Lu, P., Nocedal, J.: Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization. ACM Transactions on Mathematical Software (TOMS) 23(4), 550–560 (1997) (10.1145/279232.279236) / ACM Transactions on Mathematical Software (TOMS) by C. Zhu (1997)

Dates

Type	When
Created	14 years, 11 months ago (Sept. 16, 2010, 8:47 p.m.)
Deposited	4 years, 9 months ago (Nov. 23, 2020, 4:44 p.m.)
Indexed	3 months, 3 weeks ago (April 29, 2025, 10:07 p.m.)
Issued	15 years, 7 months ago (Jan. 1, 2010)
Published	15 years, 7 months ago (Jan. 1, 2010)
Published Print	15 years, 7 months ago (Jan. 1, 2010)

Funders 0

None

BibTeX

@inbook{Amberg_2010, title={Local Regression Based Statistical Model Fitting}, ISBN={9783642159862}, ISSN={1611-3349}, url={http://dx.doi.org/10.1007/978-3-642-15986-2_46}, DOI={10.1007/978-3-642-15986-2_46}, booktitle={Pattern Recognition}, publisher={Springer Berlin Heidelberg}, author={Amberg, Matthias and Lüthi, Marcel and Vetter, Thomas}, year={2010}, pages={452–461} }

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