Jan Erik Solem's Books

Programming Computer Vision with Python

Tools and algorithms for analyzing images

By: Jan Erik Solem

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Programming Computer Vision with Python

Tools and algorithms for analyzing images

By: Jan Erik Solem

If you want a basic understanding of computer vision’s underlying theory and algorithms, this hands-on introduction is the ideal place to start. You’ll learn techniques for object recognition, 3D reconstruction, stereo imaging, augmented reality, and other computer vision applications as you follow clear examples written in Python. Programming Computer Vision with Python explains computer vision in broad terms that won’t bog you down in theory. You get complete code samples with explanations on how to reproduce and build upon each example, along with exercises to help you apply what you’ve learned. This book is ideal for students, researchers, and enthusiasts with basic programming and standard mathematical skills. Learn techniques used in robot navigation, medical image analysis, and other computer vision applications Work with image mappings and transforms, such as texture warping and panorama creation Compute 3D reconstructions from several images of the same scene Organize images based on similarity or content, using clustering methods Build efficient image retrieval techniques to search for images based on visual content Use algorithms to classify image content and recognize objects Access the popular OpenCV library through a Python interface

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261

Publisher

O'Reilly Media

Published Date

ISBN 10

1449341942

ISBN 13

9781449341947

Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

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Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

Leverage this example-packed, comprehensive guide for all your Python computational needs Key FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong connection to applications within scientific computing.Book Description Python has tremendous potential within the scientific computing domain. This updated edition of Scientific Computing with Python features new chapters on graphical user interfaces, efficient data processing, and parallel computing to help you perform mathematical and scientific computing efficiently using Python. This book will help you to explore new Python syntax features and create different models using scientific computing principles. The book presents Python alongside mathematical applications and demonstrates how to apply Python concepts in computing with the help of examples involving Python 3.8. You'll use pandas for basic data analysis to understand the modern needs of scientific computing, and cover data module improvements and built-in features. You'll also explore numerical computation modules such as NumPy and SciPy, which enable fast access to highly efficient numerical algorithms. By learning to use the plotting module Matplotlib, you will be able to represent your computational results in talks and publications. A special chapter is devoted to SymPy, a tool for bridging symbolic and numerical computations. By the end of this Python book, you'll have gained a solid understanding of task automation and how to implement and test mathematical algorithms within the realm of scientific computing. What you will learnUnderstand the building blocks of computational mathematics, linear algebra, and related Python objectsUse Matplotlib to create high-quality figures and graphics to draw and visualize resultsApply object-oriented programming (OOP) to scientific computing in PythonDiscover how to use pandas to enter the world of data processingHandle exceptions for writing reliable and usable codeCover manual and automatic aspects of testing for scientific programmingGet to grips with parallel computing to increase computation speedWho this book is for This book is for students with a mathematical background, university teachers designing modern courses in programming, data scientists, researchers, developers, and anyone who wants to perform scientific computation in Python.

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374

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

183882510X

ISBN 13

9781838825102

Scientific Computing with Python 3

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

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Scientific Computing with Python 3

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

An example-rich, comprehensive guide for all of your Python computational needs About This Book Your ultimate resource for getting up and running with Python numerical computations Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules A hands-on guide to implementing mathematics with Python, with complete coverage of all the key concepts Who This Book Is For This book is for anyone who wants to perform numerical and mathematical computations in Python. It is especially useful for developers, students, and anyone who wants to use Python for computation. Readers are expected to possess basic a knowledge of scientific computing and mathematics, but no prior experience with Python is needed. What You Will Learn The principal syntactical elements of Python The most important and basic types in Python The essential building blocks of computational mathematics, linear algebra, and related Python objects Plot in Python using matplotlib to create high quality figures and graphics to draw and visualize your results Define and use functions and learn to treat them as objects How and when to correctly apply object-oriented programming for scientific computing in Python Handle exceptions, which are an important part of writing reliable and usable code Two aspects of testing for scientific programming: Manual and Automatic In Detail Python can be used for more than just general-purpose programming. It is a free, open source language and environment that has tremendous potential for use within the domain of scientific computing. This book presents Python in tight connection with mathematical applications and demonstrates how to use various concepts in Python for computing purposes, including examples with the latest version of Python 3. Python is an effective tool to use when coupling scientific computing and mathematics and this book will teach you how to use it for linear algebra, arrays, plotting, iterating, functions, polynomials, and much more. Style and approach This book takes a concept-based approach to the language rather than a systematic introduction. It is a complete Python tutorial and introduces computing principles, using practical examples to and showing you how to correctly implement them in Python. You'll learn to focus on high-level design as well as the intricate details of Python syntax. Rather than providing canned problems to be solved, the exercises have been designed to inspire you to think about your own code and give you real-world insight.

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322

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1786463644

ISBN 13

9781786463647

Programming Computer Vision with Python

Tools and algorithms for analyzing images

By: Jan Erik Solem

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Programming Computer Vision with Python

Tools and algorithms for analyzing images

By: Jan Erik Solem

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

261

Publisher

O'Reilly Media

Published Date

ISBN 10

1449341942

ISBN 13

9781449341947

Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

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Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

374

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

183882510X

ISBN 13

9781838825102

Scientific Computing with Python 3

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

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Scientific Computing with Python 3

By: Claus Fuhrer,Jan Erik Solem,Olivier Verdier

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Write a review

Solve jigsaw puzzle

Age

Page Count

322

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1786463644

ISBN 13

9781786463647

Book's by Jan Erik Solem

Programming Computer Vision with Python

Programming Computer Vision with Python

Scientific Computing with Python

Scientific Computing with Python

Scientific Computing with Python 3

Scientific Computing with Python 3

Programming Computer Vision with Python

Programming Computer Vision with Python

Scientific Computing with Python

Scientific Computing with Python

Scientific Computing with Python 3

Scientific Computing with Python 3

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