Modeling Deformable Surfaces from Single Videos.
作者： Pascal Fua
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摘要: • To avoid having to explicitly force the coefficients of overlapping patches be consistent, we express them as which arises from orthonormality modes.• Regularization is achieved by penalizing associated high energy modes, done minimizing where contains eigenvalues training data covariance matrix.
researchgate.net 参考文章(5)
Michael Calonder, Vincent Lepetit, Christoph Strecha, Pascal Fua, BRIEF: Binary Robust Independent Elementary Features Computer Vision – ECCV 2010. ,vol. 6314, pp. 778- 792 ,(2010) , 10.1007/978-3-642-15561-1_56
M. Ozuysal, M. Calonder, V. Lepetit, P. Fua, Fast Keypoint Recognition Using Random Ferns IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 32, pp. 448- 461 ,(2010) , 10.1109/TPAMI.2009.23
Mathieu Salzmann, Pascal Fua, Linear Local Models for Monocular Reconstruction of Deformable Surfaces IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 33, pp. 931- 944 ,(2011) , 10.1109/TPAMI.2010.158
Mathieu Salzmann, Julien Pilet, Slobodan Ilic, Pascal Fua, None, Surface Deformation Models for Nonrigid 3D Shape Recovery IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 29, pp. 1481- 1487 ,(2007) , 10.1109/TPAMI.2007.1080
Julien Pilet, Vincent Lepetit, Pascal Fua, Fast Non-Rigid Surface Detection, Registration and Realistic Augmentation International Journal of Computer Vision. ,vol. 76, pp. 109- 122 ,(2008) , 10.1007/S11263-006-0017-9