Author: Hans J Johnson
Publisher: Kitware, Incorporated
ISBN: 9781930934283
Category :
Languages : en
Pages : 522
Book Description
The ITK Software Guide is divided into two books. This second book details the toolkit architecture that supports reading and writing of images to files, introduces the most commonly used filters found in ITK, discusses ITK's capabilities for performing image registration, reviews ITK's commonly used segmentation components, and describes ITK's statistics functionalities. This book is the companion to The ITK Software Guide Book 1: Introduction and Development Guidelines. ITK is an open-source, cross-platform software toolkit that provides an extensive suite of tools for image analysis. For over a decade, researchers and developers around the world have processed their MRI, CT, ultrasound, PET, fluoroscopy, and microscopy data with ITK. Developed through extreme programming methodologies, ITK employs leading-edge algorithms for registering and segmenting multidimensional data.
The Itk Software Guide Book 2
Author: Hans J Johnson
Publisher: Kitware, Incorporated
ISBN: 9781930934283
Category :
Languages : en
Pages : 522
Book Description
The ITK Software Guide is divided into two books. This second book details the toolkit architecture that supports reading and writing of images to files, introduces the most commonly used filters found in ITK, discusses ITK's capabilities for performing image registration, reviews ITK's commonly used segmentation components, and describes ITK's statistics functionalities. This book is the companion to The ITK Software Guide Book 1: Introduction and Development Guidelines. ITK is an open-source, cross-platform software toolkit that provides an extensive suite of tools for image analysis. For over a decade, researchers and developers around the world have processed their MRI, CT, ultrasound, PET, fluoroscopy, and microscopy data with ITK. Developed through extreme programming methodologies, ITK employs leading-edge algorithms for registering and segmenting multidimensional data.
Publisher: Kitware, Incorporated
ISBN: 9781930934283
Category :
Languages : en
Pages : 522
Book Description
The ITK Software Guide is divided into two books. This second book details the toolkit architecture that supports reading and writing of images to files, introduces the most commonly used filters found in ITK, discusses ITK's capabilities for performing image registration, reviews ITK's commonly used segmentation components, and describes ITK's statistics functionalities. This book is the companion to The ITK Software Guide Book 1: Introduction and Development Guidelines. ITK is an open-source, cross-platform software toolkit that provides an extensive suite of tools for image analysis. For over a decade, researchers and developers around the world have processed their MRI, CT, ultrasound, PET, fluoroscopy, and microscopy data with ITK. Developed through extreme programming methodologies, ITK employs leading-edge algorithms for registering and segmenting multidimensional data.
The Itk Software Guide Book 1
Author: Hans J Johnson
Publisher: Kitware, Incorporated
ISBN: 9781930934276
Category :
Languages : en
Pages : 250
Book Description
The ITK Software Guide is divided into two books. This first book provides a general introduction to ITK including instructions for building and installing ITK; introduces the general architecture and design as well as basic system concepts; and explains how to create your own classes, extend the system, and be an active participant in the open-source ITK community. This book is the companion to The ITK Software Guide Book 2: Design and Functionality. ITK is an open-source, cross-platform software toolkit that provides an extensive suite of tools for image analysis. For over a decade, researchers and developers around the world have processed their MRI, CT, ultrasound, PET, fluoroscopy, and microscopy data with ITK. Developed through extreme programming methodologies, ITK employs leading-edge algorithms for registering and segmenting multidimensional data.
Publisher: Kitware, Incorporated
ISBN: 9781930934276
Category :
Languages : en
Pages : 250
Book Description
The ITK Software Guide is divided into two books. This first book provides a general introduction to ITK including instructions for building and installing ITK; introduces the general architecture and design as well as basic system concepts; and explains how to create your own classes, extend the system, and be an active participant in the open-source ITK community. This book is the companion to The ITK Software Guide Book 2: Design and Functionality. ITK is an open-source, cross-platform software toolkit that provides an extensive suite of tools for image analysis. For over a decade, researchers and developers around the world have processed their MRI, CT, ultrasound, PET, fluoroscopy, and microscopy data with ITK. Developed through extreme programming methodologies, ITK employs leading-edge algorithms for registering and segmenting multidimensional data.
The ITK Software Guide
Author: Luis Ibáñez
Publisher:
ISBN: 9781930934108
Category : Computer science
Languages : en
Pages : 539
Book Description
Publisher:
ISBN: 9781930934108
Category : Computer science
Languages : en
Pages : 539
Book Description
Foundations of Data Science
Author: Avrim Blum
Publisher: Cambridge University Press
ISBN: 1108617360
Category : Computers
Languages : en
Pages : 433
Book Description
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.
Publisher: Cambridge University Press
ISBN: 1108617360
Category : Computers
Languages : en
Pages : 433
Book Description
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.
Bioimage Data Analysis Workflows
Author: Kota Miura
Publisher: Springer Nature
ISBN: 3030223868
Category : Medical
Languages : en
Pages : 178
Book Description
This Open Access textbook provides students and researchers in the life sciences with essential practical information on how to quantitatively analyze data images. It refrains from focusing on theory, and instead uses practical examples and step-by step protocols to familiarize readers with the most commonly used image processing and analysis platforms such as ImageJ, MatLab and Python. Besides gaining knowhow on algorithm usage, readers will learn how to create an analysis pipeline by scripting language; these skills are important in order to document reproducible image analysis workflows. The textbook is chiefly intended for advanced undergraduates in the life sciences and biomedicine without a theoretical background in data analysis, as well as for postdocs, staff scientists and faculty members who need to perform regular quantitative analyses of microscopy images.
Publisher: Springer Nature
ISBN: 3030223868
Category : Medical
Languages : en
Pages : 178
Book Description
This Open Access textbook provides students and researchers in the life sciences with essential practical information on how to quantitatively analyze data images. It refrains from focusing on theory, and instead uses practical examples and step-by step protocols to familiarize readers with the most commonly used image processing and analysis platforms such as ImageJ, MatLab and Python. Besides gaining knowhow on algorithm usage, readers will learn how to create an analysis pipeline by scripting language; these skills are important in order to document reproducible image analysis workflows. The textbook is chiefly intended for advanced undergraduates in the life sciences and biomedicine without a theoretical background in data analysis, as well as for postdocs, staff scientists and faculty members who need to perform regular quantitative analyses of microscopy images.
Openscenegraph 3.0
Author: Rui Wang
Publisher: Packt Publishing Ltd
ISBN: 1849512833
Category : Computers
Languages : en
Pages : 664
Book Description
Create high-performance virtual reality applications with OpenSceneGraph, one of the best 3D graphics engines.
Publisher: Packt Publishing Ltd
ISBN: 1849512833
Category : Computers
Languages : en
Pages : 664
Book Description
Create high-performance virtual reality applications with OpenSceneGraph, one of the best 3D graphics engines.
All the Mathematics You Missed
Author: Thomas A. Garrity
Publisher: 清华大学出版社有限公司
ISBN: 9787302090854
Category : Mathematics
Languages : en
Pages : 380
Book Description
Publisher: 清华大学出版社有限公司
ISBN: 9787302090854
Category : Mathematics
Languages : en
Pages : 380
Book Description
Social Transformation – Digital Way
Author: Jyotsna Kumar Mandal
Publisher: Springer
ISBN: 9811313431
Category : Computers
Languages : en
Pages : 749
Book Description
This book constitutes the refereed proceedings of the 52nd Annual Convention of the Computer Society of India, CSI 2017, held in Kolkata, India, in January 2018. The 59 revised papers presented were carefully reviewed and selected from 157 submissions. The theme of CSI 2017, Social Transformation – Digital Way, was selected to highlight the importance of technology for both central and state governments at their respective levels to achieve doorstep connectivity with its citizens. The papers are organized in the following topical sections: Signal processing, microwave and communication engineering; circuits and systems; data science and data analytics; bio computing; social computing; mobile, nano, quantum computing; data mining; security and forensics; digital image processing; and computational intelligence.
Publisher: Springer
ISBN: 9811313431
Category : Computers
Languages : en
Pages : 749
Book Description
This book constitutes the refereed proceedings of the 52nd Annual Convention of the Computer Society of India, CSI 2017, held in Kolkata, India, in January 2018. The 59 revised papers presented were carefully reviewed and selected from 157 submissions. The theme of CSI 2017, Social Transformation – Digital Way, was selected to highlight the importance of technology for both central and state governments at their respective levels to achieve doorstep connectivity with its citizens. The papers are organized in the following topical sections: Signal processing, microwave and communication engineering; circuits and systems; data science and data analytics; bio computing; social computing; mobile, nano, quantum computing; data mining; security and forensics; digital image processing; and computational intelligence.
Guide to Assembly Language Programming in Linux
Author: Sivarama P. Dandamudi
Publisher: Springer Science & Business Media
ISBN: 9780387258973
Category : Computers
Languages : en
Pages : 570
Book Description
Introduces Linux concepts to programmers who are familiar with other operating systems such as Windows XP Provides comprehensive coverage of the Pentium assembly language
Publisher: Springer Science & Business Media
ISBN: 9780387258973
Category : Computers
Languages : en
Pages : 570
Book Description
Introduces Linux concepts to programmers who are familiar with other operating systems such as Windows XP Provides comprehensive coverage of the Pentium assembly language
Computer Vision with SAS
Author: Susan Kahler
Publisher:
ISBN: 9781952365041
Category : Computers
Languages : en
Pages : 112
Book Description
Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. In recent years, computer vision has begun to rival and even surpass human visual abilities in many areas. SAS offers many different solutions to train computers to "see" by identifying and classifying objects, and several groundbreaking papers have been written to demonstrate these techniques. The papers included in this special collection demonstrate how the latest computer vision tools and techniques can be used to solve a variety of business problems.
Publisher:
ISBN: 9781952365041
Category : Computers
Languages : en
Pages : 112
Book Description
Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. In recent years, computer vision has begun to rival and even surpass human visual abilities in many areas. SAS offers many different solutions to train computers to "see" by identifying and classifying objects, and several groundbreaking papers have been written to demonstrate these techniques. The papers included in this special collection demonstrate how the latest computer vision tools and techniques can be used to solve a variety of business problems.