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Mathematical Models for Registration and Applications to Medical Imaging

2006-10-03 Mathematics
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Release : 2006-10-03
Genre : Mathematics
Kind : eBook
Book Rating : 674/5 ( reviews)

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Book Synopsis Mathematical Models for Registration and Applications to Medical Imaging by : Otmar Scherzer

Download or read book Mathematical Models for Registration and Applications to Medical Imaging written by Otmar Scherzer. This book was released on 2006-10-03. Available in PDF, EPUB and Kindle. Book excerpt: This volume gives a survey on mathematical and computational methods in image registration. During the last year sophisticated numerical models for registration and efficient numerical methods have been proposed. Many of them are contained in this volume. The book also summarizes the state-of-the-art in mathematical and computational methods in image registration. In addition, it covers some practical applications and new directions with industrial relevance in data processing.

Handbook of Mathematical Models in Computer Vision

2006-01-16 Computers
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Release : 2006-01-16
Genre : Computers
Kind : eBook
Book Rating : 317/5 ( reviews)

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Book Synopsis Handbook of Mathematical Models in Computer Vision by : Nikos Paragios

Download or read book Handbook of Mathematical Models in Computer Vision written by Nikos Paragios. This book was released on 2006-01-16. Available in PDF, EPUB and Kindle. Book excerpt: Abstract Biological vision is a rather fascinating domain of research. Scientists of various origins like biology, medicine, neurophysiology, engineering, math ematics, etc. aim to understand the processes leading to visual perception process and at reproducing such systems. Understanding the environment is most of the time done through visual perception which appears to be one of the most fundamental sensory abilities in humans and therefore a significant amount of research effort has been dedicated towards modelling and repro ducing human visual abilities. Mathematical methods play a central role in this endeavour. Introduction David Marr's theory v^as a pioneering step tov^ards understanding visual percep tion. In his view human vision was based on a complete surface reconstruction of the environment that was then used to address visual subtasks. This approach was proven to be insufficient by neuro-biologists and complementary ideas from statistical pattern recognition and artificial intelligence were introduced to bet ter address the visual perception problem. In this framework visual perception is represented by a set of actions and rules connecting these actions. The emerg ing concept of active vision consists of a selective visual perception paradigm that is basically equivalent to recovering from the environment the minimal piece information required to address a particular task of interest.

Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging

2023-02-24 Mathematics
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Release : 2023-02-24
Genre : Mathematics
Kind : eBook
Book Rating : 616/5 ( reviews)

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Book Synopsis Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging by : Ke Chen

Download or read book Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging written by Ke Chen. This book was released on 2023-02-24. Available in PDF, EPUB and Kindle. Book excerpt: This handbook gathers together the state of the art on mathematical models and algorithms for imaging and vision. Its emphasis lies on rigorous mathematical methods, which represent the optimal solutions to a class of imaging and vision problems, and on effective algorithms, which are necessary for the methods to be translated to practical use in various applications. Viewing discrete images as data sampled from functional surfaces enables the use of advanced tools from calculus, functions and calculus of variations, and nonlinear optimization, and provides the basis of high-resolution imaging through geometry and variational models. Besides, optimization naturally connects traditional model-driven approaches to the emerging data-driven approaches of machine and deep learning. No other framework can provide comparable accuracy and precision to imaging and vision. Written by leading researchers in imaging and vision, the chapters in this handbook all start with gentle introductions, which make this work accessible to graduate students. For newcomers to the field, the book provides a comprehensive and fast-track introduction to the content, to save time and get on with tackling new and emerging challenges. For researchers, exposure to the state of the art of research works leads to an overall view of the entire field so as to guide new research directions and avoid pitfalls in moving the field forward and looking into the next decades of imaging and information services. This work can greatly benefit graduate students, researchers, and practitioners in imaging and vision; applied mathematicians; medical imagers; engineers; and computer scientists.

Mathematical Modeling in Biomedical Imaging I

2009-10-21 Mathematics
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Release : 2009-10-21
Genre : Mathematics
Kind : eBook
Book Rating : 438/5 ( reviews)

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Book Synopsis Mathematical Modeling in Biomedical Imaging I by : Habib Ammari

Download or read book Mathematical Modeling in Biomedical Imaging I written by Habib Ammari. This book was released on 2009-10-21. Available in PDF, EPUB and Kindle. Book excerpt: This volume gives an introduction to a fascinating research area to applied mathematicians. It is devoted to providing the exposition of promising analytical and numerical techniques for solving challenging biomedical imaging problems, which trigger the investigation of interesting issues in various branches of mathematics.

Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging

2021 Computer algorithms
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Release : 2021
Genre : Computer algorithms
Kind : eBook
Book Rating : 094/5 ( reviews)

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Book Synopsis Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging by : Ke Chen

Download or read book Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging written by Ke Chen. This book was released on 2021. Available in PDF, EPUB and Kindle. Book excerpt:

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