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Statistical Shape And Deformation Analysis

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Statistical Shape and Deformation Analysis

Statistical Shape and Deformation Analysis Book
Author : Guoyan Zheng,Shuo Li,Gabor Szekely
Publisher : Academic Press
Release : 2017-03-23
ISBN : 0128104945
Language : En, Es, Fr & De

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Book Description :

Statistical Shape and Deformation Analysis: Methods, Implementation and Applications contributes enormously to solving different problems in patient care and physical anthropology, ranging from improved automatic registration and segmentation in medical image computing to the study of genetics, evolution and comparative form in physical anthropology and biology. This book gives a clear description of the concepts, methods, algorithms and techniques developed over the last three decades that is followed by examples of their implementation using open source software. Applications of statistical shape and deformation analysis are given for a wide variety of fields, including biometry, anthropology, medical image analysis and clinical practice. Presents an accessible introduction to the basic concepts, methods, algorithms and techniques in statistical shape and deformation analysis Includes implementation examples using open source software Covers real-life applications of statistical shape and deformation analysis methods

Exam Prep for Statistical Shape and Deformation Analysis

Exam Prep for  Statistical Shape and Deformation Analysis Book
Author : Anonim
Publisher : Unknown
Release : 2021-05-06
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Exam Prep for Statistical Shape and Deformation Analysis book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Statistical Shape Analysis

Statistical Shape Analysis Book
Author : Ian L.. Dryden,Ian L. Dryden,Kanti V. Mardia
Publisher : Wiley-Blackwell
Release : 1998-09-16
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Thos book involves methods for the geometrical study of random objects where location, rotation and scale information.

Shape Analysis in Medical Image Analysis

Shape Analysis in Medical Image Analysis Book
Author : Shuo Li,João Manuel R. S. Tavares
Publisher : Springer Science & Business Media
Release : 2014-01-28
ISBN : 3319038133
Language : En, Es, Fr & De

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Book Description :

This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice. This volume treats topics such as for example, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.

Spinal Imaging and Image Analysis

Spinal Imaging and Image Analysis Book
Author : Shuo Li,Jianhua Yao
Publisher : Springer
Release : 2014-12-17
ISBN : 3319125087
Language : En, Es, Fr & De

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Book Description :

This book is instrumental to building a bridge between scientists and clinicians in the field of spine imaging by introducing state-of-the-art computational methods in the context of clinical applications. Spine imaging via computed tomography, magnetic resonance imaging, and other radiologic imaging modalities, is essential for noninvasively visualizing and assessing spinal pathology. Computational methods support and enhance the physician’s ability to utilize these imaging techniques for diagnosis, non-invasive treatment, and intervention in clinical practice. Chapters cover a broad range of topics encompassing radiological imaging modalities, clinical imaging applications for common spine diseases, image processing, computer-aided diagnosis, quantitative analysis, data reconstruction and visualization, statistical modeling, image-guided spine intervention, and robotic surgery. This volume serves a broad audience as contributions were written by both clinicians and researchers, which reflects the intended readership as well, being a potentially comprehensive book for all spine related clinicians, technicians, scientists, and graduate students.

Spectral and Shape Analysis in Medical Imaging

Spectral and Shape Analysis in Medical Imaging Book
Author : Martin Reuter,Christian Wachinger,Hervé Lombaert
Publisher : Springer
Release : 2016-12-10
ISBN : 3319512374
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed post-conference proceedings of the First International Workshop on Spectral and Shape Analysis in Medical Imaging, SeSAMI 2016, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016. The 10 submitted full papers presented in this volume were carefully reviewed. The papers reflect the following topics: spectral methods; longitudinal methods; and shape methods.

Medical Imaging

Medical Imaging Book
Author : Anonim
Publisher : Unknown
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Proceedings 12th International Conference on Image Analysis and Processing

Proceedings  12th International Conference on Image Analysis and Processing Book
Author : Anonim
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Release : 2003
ISBN : 9780769519487
Language : En, Es, Fr & De

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Book Description :

The organization of the ICIAP 2003 proceedings reflects the main topics of the Conference: shape analysis and reconstruction, 3D models, early vision and image analysis, pattern recognition and image inference, visual processing for communication and various application domains. The major topics discussed in the text are on use of image analysis and processing techniques and tools both in standard application environments and in the new scenario of internet based delivery of information.

Information Processing in Medical Imaging

Information Processing in Medical Imaging Book
Author : Anonim
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Proceedings

Proceedings Book
Author : Anonim
Publisher : Unknown
Release : 2003
ISBN : 9780769519500
Language : En, Es, Fr & De

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Book Description :

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Proceedings

Proceedings Book
Author : Anonim
Publisher : Unknown
Release : 2000
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Medical Image Computing and Computer assisted Intervention

Medical Image Computing and Computer assisted Intervention Book
Author : Anonim
Publisher : Unknown
Release : 2002
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Journal of the American Statistical Association

Journal of the American Statistical Association Book
Author : Anonim
Publisher : Unknown
Release : 2007
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Morphometrics with R

Morphometrics with R Book
Author : Julien Claude
Publisher : Springer Science & Business Media
Release : 2008-12-15
ISBN : 9780387777900
Language : En, Es, Fr & De

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Book Description :

This book aims to explain how to use R to perform morphometrics. Morpho- tric analysis is the study of shape and size variations and covariations and their covariations with other variables. Morphometrics is thus deeply rooted within stat- tical sciences. While most applications concern biology, morphometrics is becoming common tools used in archeological, palaeontological, geographical, or medicine disciplines. Since the recent formalizations of some of the ideas of predecessors, such as D’arcy Thompson, and thanks to the development of computer techno- gies and new ways for appraising shape changes and variation, morphometrics have undergone, and are still undergoing, a revolution. Most techniques dealing with s- tistical shape analysis have been developed in the last three decades, and the number of publications using morphometrics is increasing rapidly. However, the majority of these methods cannot be implemented in available software and therefore prosp- tive students often need to acquire detailed knowledge in informatics and statistics before applying them to their data. With acceleration in the accumulation of me- ods accompanying the emerging science of statistical shape analysis, it is becoming important to use tools that allow some autonomy. R easily helps ful?ll this need. Risalanguage andenvironment forstatisticalcomputingandgraphics. Although there is an increasing number of computer applications that perform morphometrics, using R has several advantages that confer to users considerable power and possible new horizons in a world that requires rapid adaptability.

Modeling of Rock Mass Discontinuities for Deformation Analysis

Modeling of Rock Mass Discontinuities for Deformation Analysis Book
Author : John Paul Tinucci
Publisher : Unknown
Release : 1985
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Modeling of Rock Mass Discontinuities for Deformation Analysis book written by John Paul Tinucci, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Spatiotemporal Statistical Shape Model Construction for the Observation of Temporal Change in Human Brain Shape

Spatiotemporal Statistical Shape Model Construction for the Observation of Temporal Change in Human Brain Shape Book
Author : Saadia Binte Alam
Publisher : Unknown
Release : 2018
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This chapter introduces a spatiotemporal statistical shape model (stSSM) using brain MR image which will represent not only the statistical variability of shape but also a temporal change of the statistical variance with time. The proposed method applies expectation-maximization (EM)-based weighted principal component analysis (WPCA) using a temporal weight function, where E-step estimates Eigenvalues of every data using temporal Eigenvectors, and M-step updates Eigenvectors to maximize the variance. The method constructs stSSM whose Eigenvectors change with time. By assigning a predefined weight parameter for each subject according to subjects' age, it calculates the weighted variance for time-specific stSSM. To validate the method, this study employed 105 adult subjects (age: 30-84 years old with mean ± SD = 60.61 ± 16.97) from OASIS database. stSSM constructed for time point 40-80 with a step of 2. The proposed method allows the characterization of typical deformation patterns and subject-specific shape changes in repeated time-series observations of several subjects where the modeling performance was observed by optimizing variance.

Treatise on Heavy Ion Science

Treatise on Heavy Ion Science Book
Author : D.A. Bromley
Publisher : Springer
Release : 1985-01-31
ISBN : 9780306415722
Language : En, Es, Fr & De

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Book Description :

Download Treatise on Heavy Ion Science book written by D.A. Bromley, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Comptes Rendus

Comptes Rendus Book
Author : Anonim
Publisher : Unknown
Release : 2001
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Image Correlation for Shape Motion and Deformation Measurements

Image Correlation for Shape  Motion and Deformation Measurements Book
Author : Michael A. Sutton,Jean Jose Orteu,Hubert Schreier
Publisher : Springer Science & Business Media
Release : 2009-04-21
ISBN : 038778747X
Language : En, Es, Fr & De

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Book Description :

Image Correlation for Shape, Motion and Deformation Measurements provides a comprehensive overview of data extraction through image analysis. Readers will find and in-depth look into various single- and multi-camera models (2D-DIC and 3D-DIC), two- and three-dimensional computer vision, and volumetric digital image correlation (VDIC). Fundamentals of accurate image matching are described, along with presentations of both new methods for quantitative error estimates in correlation-based motion measurements, and the effect of out-of-plane motion on 2D measurements. Thorough appendices offer descriptions of continuum mechanics formulations, methods for local surface strain estimation and non-linear optimization, as well as terminology in statistics and probability. With equal treatment of computer vision fundamentals and techniques for practical applications, this volume is both a reference for academic and industry-based researchers and engineers, as well as a valuable companion text for appropriate vision-based educational offerings.

Statistical Shape Analysis of Facial Motions

Statistical Shape Analysis of Facial Motions Book
Author : Kirsten T. Namesnik
Publisher : Unknown
Release : 2000
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Statistical Shape Analysis of Facial Motions book written by Kirsten T. Namesnik, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.