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Title Deformation models : tracking, animation and applications / Manuel González Hidalgo, Arnau Mir Torres, Javier Varona Gómez, editors
Published Dordrecht ; New York : Springer, [2013]
©2013
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Series Lecture notes in computational vision and biomechanics, 2212-9391 ; v. 7
Lecture notes in computational vision and biomechanics ; v. 7
Contents Part 1. Fundamentals and animation applications -- Deformable Objects Representation / Pere Palmer, Arnau Mir and Manuel González-Hidalgo -- Free Form Deformations or Deformations Non-Constrained by Geometries or Topologies / Romain Raffin -- Cage Based Deformations: A Survey / Jesús R. Nieto and Antonio Susín -- Image Gradient Based Level Set Methods in 2D and 3D / Xianghua Xie, Si Yong Yeo, Majid Mirmehdi, Igor Sazonov and Perumal Nithiarasu -- A Fast Geometric Deformation Method to Adapt a Foot to a Platform / J.M. Buades, M. González-Hidalgo, Francisco J. Perales, S. Ramis-Guarinos and A. Oliver, et al. -- Frame-Based Interactive Simulation of Complex Deformable Objects / Benjamin Gilles, François Faure, Guillaume Bousquet and Dinesh K. Pai
Part 2. Tracking and Computer Vision Applications -- Robust Deformable Models for 2D and 3D Shape Estimation / Jorge S. Marques, Jacinto C. Nascimento and Carlos Santiago -- Deformable Face Alignment via Local Measurements and Global Constraints / Jason M. Saragih -- Learning-Based Detection and Tracking in Medical Imaging: A Probabilistic Approach / Yang Wang, Bogdan Georgescu, Terrence Chen, Wen Wu and Peng Wang, et al. -- A Supervised Graph-Cut Deformable Model for Brain MRI Segmentation / Laura Igual, Joan Carles Soliva, Antonio Hernández-Vela, Sergio Escalera and Oscar Vilarroya, et al. -- Elastic Registration of Edges Using Diffuse Surfaces / Stefan Fürtinger, Stephen Keeling, Gernot Plank and Anton J Prassl -- Errors in Estimates of Motion and Strain-Tensor in Ultrasound Elastography / Mehmet Bilgen
Summary The computational modelling of deformations has been actively studied for the last thirty years. This is mainly due to its large range of applications that include computer animation, medical imaging, shape estimation, face deformation as well as other parts of the human body, and object tracking. In addition, these advances have been supported by the evolution of computer processing capabilities, enabling realism in a more sophisticated way. This book encompasses relevant works of expert researchers in the field of deformation models and their applications. The book is divided into two main parts. The first part presents recent object deformation techniques from the point of view of computer graphics and computer animation. The second part of this book presents six works that study deformations from a computer vision point of view with a common characteristic: deformations are applied in real world applications. The primary audience for this work are researchers from different multidisciplinary fields, such as those related with Computer Graphics, Computer Vision, Computer Imaging, Biomedicine, Bioengineering, Mathematics, Physics, Medical Imaging and Medicine
Analysis Computer vision
Biomedical engineering
Computer Imaging, Vision, Pattern Recognition and Graphics
Signal, Image and Speech Processing
Bibliography Includes bibliographical references
Subject Computer vision.
Deformation potential.
Form Electronic book
Author González Hidalgo, Manuel.
Torres, Arnau Mir.
Varona Gómez, Javier.
ISBN 9400754469 (electronic bk.)
9789400754461 (electronic bk.)