Deformation models: tracking, animation and applications
<p>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 tr...
Gespeichert in:
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Dordrecht [u.a.]
Springer
2013
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| Schriftenreihe: | Lecture notes in computational vision and biomechanics
7 |
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| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Zusammenfassung: | <p>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.</p> |
| Beschreibung: | <p>Preface -- List of Contributors -- List of Algorithms -- Part I Fundamentals and animation applications: Deformable Objects Representation, by Pere Palmer, Arnau Mir, and Manuel González-Hidalgo -- Free form deformations or deformations non-constrained by geometries or topologies, by Romain Raffin -- Cage based deformations: a survey , by Jesús R. Nieto, Antonio Susín -- Image Gradient Based Level Set Methods in 2D and 3D, by Xianghua Xie, Si Yong Yeo, Majid Mirmehdi, Igor Sazonov, and Perumal Nithiarasu -- A fast geometric deformation method to adapt a foot to a platform, by J.M. Buades, M. González-Hidalgo, Francisco J.Perales, S. Ramis-Guarinos, A. Oliver and E. Montiel -- Frame-based interactive simulation of complex deformable objects, by Benjamin Gilles, Franc¸ois Faure, Guillaume Bousquet, and Dinesh K. Pai -- Part II Tracking and computer vision applications: Robust Deformable Models for 2D and 3D Shape Estimation, by Jorge S. Marques, Jacinto C. Nascimento, and Carlos Santiago -- Deformable Face Alignment via Local Measurements and Global Constraints, by Jason M. Saragih -- Learning-based Detection and Tracking in Medical Imaging: A Probabilistic Approach, by Yang Wang, Bogdan Georgescu, Terrence Chen, Wen Wu, Peng Wang, Xiaoguang Lu, Razvan Ionasec, Yefeng Zheng, Dorin Comaniciu -- A Supervised Graph-cut Deformable Model for Brain MRI Segmentation, by Laura Igual, Joan Carles Soliva, Antonio Hern'andez-Vela, Sergio Escalera, Oscar Vilarroya, Petia Radeva -- Elastic Registration of Edges Using Diffuse Surfaces, by Stefan Furtinger, Stephen Keeling, Gernot Plank, Anton J Prassl -- Errors in estimates of motion and strain-tensor in ultrasound elastography, by Mehmet Bilgen.</p> |
| Beschreibung: | 1 Online-Ressource (XIV, 297 p. 150 illus., 107 illus. in color) |
| ISBN: | 9789400754461 |
| DOI: | 10.1007/978-94-007-5446-1 |
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| adam_text | DEFORMATION MODELS
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PREFACE
LIST OF CONTRIBUTORS
LIST OF ALGORITHMS
PART I FUNDAMENTALS AND ANIMATION APPLICATIONS: DEFORMABLE OBJECTS
REPRESENTATION, BY PERE PALMER, ARNAU MIR, AND MANUEL GONZALEZ-HIDALGO
FREE FORM DEFORMATIONS OR DEFORMATIONS NON-CONSTRAINED BY GEOMETRIES
OR TOPOLOGIES, BY ROMAIN RAFFIN
CAGE BASED DEFORMATIONS: A SURVEY , BY JESUS R. NIETO, ANTONIO SUSIN
IMAGE GRADIENT BASED LEVEL SET METHODS IN 2D AND 3D, BY XIANGHUA XIE,
SI YONG YEO, MAJID MIRMEHDI, IGOR SAZONOV, AND PERUMAL NITHIARASU
A FAST GEOMETRIC DEFORMATION METHOD TO ADAPT A FOOT TO A PLATFORM, BY
J.M. BUADES, M. GONZALEZ-HIDALGO, FRANCISCO J.PERALES, S.
RAMIS-GUARINOS, A. OLIVER AND E. MONTIEL
FRAME-BASED INTERACTIVE SIMULATION OF COMPLEX DEFORMABLE OBJECTS, BY
BENJAMIN GILLES, FRANC¸OIS FAURE, GUILLAUME BOUSQUET, AND DINESH K. PAI
PART II TRACKING AND COMPUTER VISION APPLICATIONS: ROBUST DEFORMABLE
MODELS FOR 2D AND 3D SHAPE ESTIMATION, BY JORGE S. MARQUES, JACINTO C.
NASCIMENTO, AND CARLOS SANTIAGO
DEFORMABLE FACE ALIGNMENT VIA LOCAL MEASUREMENTS AND GLOBAL
CONSTRAINTS, BY JASON M. SARAGIH
LEARNING-BASED DETECTION AND TRACKING IN MEDICAL IMAGING: A
PROBABILISTIC APPROACH, BY YANG WANG, BOGDAN GEORGESCU, TERRENCE CHEN,
WEN WU, PENG WANG, XIAOGUANG LU, RAZVAN IONASEC, YEFENG ZHENG, DORIN
COMANICIU
A SUPERVISED GRAPH-CUT DEFORMABLE MODEL FOR BRAIN MRI SEGMENTATION, BY
LAURA IGUAL, JOAN CARLES SOLIVA, ANTONIO HERN´ANDEZ-VELA, SERGIO
ESCALERA, OSCAR VILARROYA, PETIA RADEVA
ELASTIC REGISTRATION OF EDGES USING DIFFUSE SURFACES, BY STEFAN
FURTINGER, STEPHEN KEELING, GERNOT PLANK, ANTON J PRASSL
ERRORS IN ESTIMATES OF MOTION AND STRAIN-TENSOR IN ULTRASOUND
ELASTOGRAPHY, BY MEHMET BILGEN
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DEFORMATION MODELS
/
: 2013
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| open_access_boolean | |
| owner | DE-898 DE-BY-UBR DE-634 DE-573 DE-92 DE-Aug4 DE-859 DE-706 DE-863 DE-BY-FWS |
| owner_facet | DE-898 DE-BY-UBR DE-634 DE-573 DE-92 DE-Aug4 DE-859 DE-706 DE-863 DE-BY-FWS |
| physical | 1 Online-Ressource (XIV, 297 p. 150 illus., 107 illus. in color) |
| psigel | ZDB-2-ENG |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computational vision and biomechanics |
| series2 | Lecture notes in computational vision and biomechanics |
| spellingShingle | Deformation models tracking, animation and applications Lecture notes in computational vision and biomechanics Informatik Computer science Computer vision Biomedical engineering |
| title | Deformation models tracking, animation and applications |
| title_auth | Deformation models tracking, animation and applications |
| title_exact_search | Deformation models tracking, animation and applications |
| title_full | Deformation models tracking, animation and applications Manuel González Hidalgo ..., eds. |
| title_fullStr | Deformation models tracking, animation and applications Manuel González Hidalgo ..., eds. |
| title_full_unstemmed | Deformation models tracking, animation and applications Manuel González Hidalgo ..., eds. |
| title_short | Deformation models |
| title_sort | deformation models tracking animation and applications |
| title_sub | tracking, animation and applications |
| topic | Informatik Computer science Computer vision Biomedical engineering |
| topic_facet | Informatik Computer science Computer vision Biomedical engineering |
| url | https://doi.org/10.1007/978-94-007-5446-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025960426&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025960426&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV040975351 |
| work_keys_str_mv | AT hidalgomanuelgonzalez deformationmodelstrackinganimationandapplications |