Regression and Fitting on Manifold-valued Data

This book introduces in a constructive manner a general framework for regression and fitting methods for many applications and tasks involving data on manifolds. The methodology has important and varied applications in machine learning, medicine, robotics, biology, computer vision, human biometrics,...

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Bibliographic Details

Main Authors:	Adouani, Ines (Author), Samir, Chafik (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:	1st ed. 2024.
Subjects:	Mathematics > Data processing. Image processing > Digital techniques. Computer vision. Engineering mathematics. Computational Mathematics and Numerical Analysis. Computer Imaging, Vision, Pattern Recognition and Graphics. Engineering Mathematics.
Online Access:	https://doi.org/10.1007/978-3-031-61712-6
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