عنوان

Variational regularization of 3D data :

شابک

1493905333 (electronic bk.)

شابک

9781493905331 (electronic bk.)

شابک اشتباه

1493905325 (print)

شابک اشتباه

9781493905324

شابک اشتباه

9781493905324 (print)

شماره

dltt

عنوان اصلي

Variational regularization of 3D data :

نام عام مواد

[Book]

ساير اطلاعات عنواني

experiments with MATLAB® /

نام نخستين پديدآور

Hebert Montegranario, Jairo Espinosa

نام خاص و کميت اثر

1 online resource (x, 85 pages) :

ساير جزييات

illustrations.

عنوان فروست

SpringerBriefs in Computer Science,

شاپا ي ISSN فروست

2191-5768

متن يادداشت

Includes bibliographical references

متن يادداشت

3D Data in Computer vision and technology -- Function Spaces and Reconstruction -- Variational methods -- Interpolation: From one to several variables -- Functionals and their physical interpretations -- Regularization and inverse theory -- 3D Interpolation and approximation -- Radial basis functions

بدون عنوان

0

متن يادداشت

Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off between the fidelity of the data and smoothness properties. As a foundation, the authors present a comprehensive guide to the necessary fundamentals of functional analysis and variational calculus, as well as splines. The implementation and numerical experiments are illustrated using MATLAB. The book also includes the necessary theoretical background for approximation methods and some details of the computer implementation of the algorithms. A working knowledge of multivariable calculus and basic vector and matrix methods should serve as an adequate prerequisite

شماره استاندارد بين المللي کتاب و موسيقي

9781493905324

شماره استاندارد بين المللي کتاب و موسيقي

9781493905331

موضوع مستند نشده

Computer vision.

موضوع مستند نشده

Three-dimensional imaging.

موضوع مستند نشده

Computer Science.

موضوع مستند نشده

Image Processing and Computer Vision.

موضوع مستند نشده

Math Applications in Computer Science.

موضوع مستند نشده

Simulation and Modeling.

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

COM012000

موضوع مستند نشده

COM016000

موضوع مستند نشده

UYQV

موضوع مستند نشده

UYT

شماره رده

مستند نام اشخاص تاييد نشده

Montegranario, Hebert

مستند نام اشخاص تاييد نشده

Espinosa, Jairo

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20201222074608.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

کد کاربرگه

270410

تكميل شده

Y