This book analyzes techniques that use the direct and inverse fuzzy transform for image processing and data analysis. The book is divided into two parts, the first of which describes methods and techniques that use the bi-dimensional fuzzy transform method in image analysis. In turn, the second describes approaches that use the multidimensional fuzzy transform method in data analysis. An F-transform in one variable is defined as an operator which transforms a continuous function f on the real interval [a,b] in an n-dimensional vector by using n-assigned fuzzy sets A1, ... , An which constitute a fuzzy partition of [a,b]. Then, an inverse F-transform is defined in order to convert the n-dimensional vector output in a continuous function that equals f up to an arbitrary quantity . We may limit this concept to the finite case by defining the discrete F-transform of a function f in one variable, even if it is not known a priori. A simple extension of this concept to functions in two variables allows it to be used for the coding/decoding and processing of images. Moreover, an extended version with multidimensional functions can be used to address a host of topics in data analysis, including the analysis of large and very large datasets. Over the past decade, many researchers have proposed applications of fuzzy transform techniques for various image processing topics, such as image coding/decoding, image reduction, image segmentation, image watermarking and image fusion; and for such data analysis problems as regression analysis, classification, association rule extraction, time series analysis, forecasting, and spatial data analysis. The robustness, ease of use, and low computational complexity of fuzzy transforms make them a powerful fuzzy approximation tool suitable for many computer science applications. This book presents methods and techniques based on the use of fuzzy transforms in various applications of image processing and data analysis, including image segmentation, image tamper detection, forecasting, and classification, highlighting the benefits they offer compared with traditional methods. Emphasis is placed on applications of fuzzy transforms to innovative problems, such as massive data mining, and image and video security in social networks based on the application of advanced fragile watermarking systems. This book is aimed at researchers, students, computer scientists and IT developers to acquire the knowledge and skills necessary to apply and implement fuzzy transforms-based techniques in image and data analysis applications.

In the last few years, biometric techniques have proven their ability to provide secure access to shared resources in various domains. Furthermore, software agents and multi-agent systems (MAS) have shown their efficiency in resolving critical network problems. Iris Biometric Model for Secured Network Access proposes a new model, the IrisCryptoAgentSystem (ICAS), which is based on a biometric method for authentication using the iris of the eyes and an asymmetric cryptography method using "Rivest-Shamir-Adleman" (RSA) in an agent-based architecture. It focuses on the development of new methods in biometric authentication in order to provide greater efficiency in the ICAS model. It also covers the pretopological aspects in the development of the indexed hierarchy to classify DRVA iris templates. The book introduces biometric systems, cryptography, and multi-agent systems (MAS) and explains how they can be used to solve security problems in complex systems. Examining the growing interest to exploit MAS across a range of fields through the integration of various features of agents, it also explains how the intersection of biometric systems, cryptography, and MAS can apply to iris recognition for secure network access. The book presents the various conventional methods for the localization of external and internal edges of the iris of the eye based on five simulations and details the effectiveness of each. It also improves upon existing methods for the localization of the external and internal edges of the iris and for removing the intrusive effects of the eyelids.

Written by a pioneer of game development in academia, Introduction to Game Physics with Box2D covers the theory and practice of 2D game physics in a relaxed and entertaining yet instructional style. It offers a cohesive treatment of the topics and code involved in programming the physics for 2D video games. Focusing on writing elementary game physics code, the first half of the book helps you grasp the challenges of programming game physics from scratch, without libraries or outside help. It examines the mathematical foundation of game physics and illustrates how it is applied in practice through coding examples. The second half of the book shows you how to use Box2D, a popular open source 2D game physics engine. A companion website provides supplementary material, including source code and videos. This book helps you become a capable 2D game physics programmer through its presentation of both the theory and applications of 2D game physics. After reading the book and experimenting with the code samples, you will understand the basics of 2D game physics and know how to use Box2D to make a 2D physics-based game.

This book is devoted to the issue of image super-resolution-obtaining high-resolution images from single or multiple low-resolution images. Although there are numerous algorithms available for image interpolation and super-resolution, there's been a need for a book that establishes a common thread between the two processes. Filling this need, Image Super-Resolution and Applications presents image interpolation as a building block in the super-resolution reconstruction process. Instead of approaching image interpolation as either a polynomial-based problem or an inverse problem, this book breaks the mold and compares and contrasts the two approaches. It presents two directions for image super-resolution: super-resolution with a priori information and blind super-resolution reconstruction of images. It also devotes chapters to the two complementary steps used to obtain high-resolution images: image registration and image fusion. Details techniques for color image interpolation and interpolation for pattern recognition Analyzes image interpolation as an inverse problem Presents image registration methodologies Considers image fusion and its application in image super resolution Includes simulation experiments along with the required MATLAB (R) code Supplying complete coverage of image-super resolution and its applications, the book illustrates applications for image interpolation and super-resolution in medical and satellite image processing. It uses MATLAB (R) programs to present various techniques, including polynomial image interpolation and adaptive polynomial image interpolation. MATLAB codes for most of the simulation experiments supplied in the book are included in the appendix.

This book gives a concise and comprehensive overview of non-cooperative target tracking, fusion and control. Focusing on algorithms rather than theories for non-cooperative targets including air and space-borne targets, this work explores a number of advanced techniques, including Gaussian mixture cardinalized probability hypothesis density (CPHD) filter, optimization on manifold, construction of filter banks and tight frames, structured sparse representation, and others. Containing a variety of illustrative and computational examples, Non-cooperative Target Tracking, Fusion and Control will be useful for students as well as engineers with an interest in information fusion, aerospace applications, radar data processing and remote sensing.

Visual perception is a complex process requiring interaction between the receptors in the eye that sense the stimulus and the neural system and the brain that are responsible for communicating and interpreting the sensed visual information. This process involves several physical, neural, and cognitive phenomena whose understanding is essential to design effective and computationally efficient imaging solutions. Building on advances in computer vision, image and video processing, neuroscience, and information engineering, perceptual digital imaging greatly enhances the capabilities of traditional imaging methods. Filling a gap in the literature, Perceptual Digital Imaging: Methods and Applications comprehensively covers the system design, implementation, and application aspects of this emerging specialized area. It gives readers a strong, fundamental understanding of theory and methods, providing a foundation on which solutions for many of the most interesting and challenging imaging problems can be built. The book features contributions by renowned experts who present the state of the art and recent trends in image acquisition, processing, storage, display, and visual quality evaluation. They detail advances in the field and explore human visual system-driven approaches across a broad spectrum of applications, including: Image quality and aesthetics assessment Digital camera imaging White balancing and color enhancement Thumbnail generation Image restoration Super-resolution imaging Digital halftoning and dithering Color feature extraction Semantic multimedia analysis and processing Video shot characterization Image and video encryption Display quality enhancement This is a valuable resource for readers who want to design and implement more effective solutions for cutting-edge digital imaging, computer vision, and multimedia applications. Suitable as a graduate-level textbook or stand-alone reference for researchers and practitioners, it provides a unique overview of an important and rapidly developing research field.

Focusing on mathematical methods in computer tomography, Image Processing: Tensor Transform and Discrete Tomography with MATLAB (R) introduces novel approaches to help in solving the problem of image reconstruction on the Cartesian lattice. Specifically, it discusses methods of image processing along parallel rays to more quickly and accurately reconstruct images from a finite number of projections, thereby avoiding overradiation of the body during a computed tomography (CT) scan. The book presents several new ideas, concepts, and methods, many of which have not been published elsewhere. New concepts include methods of transferring the geometry of rays from the plane to the Cartesian lattice, the point map of projections, the particle and its field function, and the statistical model of averaging. The authors supply numerous examples, MATLAB (R)-based programs, end-of-chapter problems, and experimental results of implementation. The main approach for image reconstruction proposed by the authors differs from existing methods of back-projection, iterative reconstruction, and Fourier and Radon filtering. In this book, the authors explain how to process each projection by a system of linear equations, or linear convolutions, to calculate the corresponding part of the 2-D tensor or paired transform of the discrete image. They then describe how to calculate the inverse transform to obtain the reconstruction. The proposed models for image reconstruction from projections are simple and result in more accurate reconstructions. Introducing a new theory and methods of image reconstruction, this book provides a solid grounding for those interested in further research and in obtaining new results. It encourages readers to develop effective applications of these methods in CT.

If you have ever wondered what quaternions are - then look no further, John Vince will show you how simple and useful they are. This 2nd edition has been completely revised and includes extra detail on the invention of quaternions, a complete review of the text and equations, all figures are in colour, extra worked examples, an expanded index, and a bibliography arranged for each chapter. Quaternions for Computer Graphics includes chapters on number sets and algebra, imaginary and complex numbers, the complex plane, rotation transforms, and a comprehensive description of quaternions in the context of rotation. The book will appeal to students of computer graphics, computer science and mathematics, as well as programmers, researchers, academics and professional practitioners interested in learning about quaternions. John Vince explains in an easy-to-understand language, with the aid of useful figures, how quaternions emerged, gave birth to modern vector analysis, disappeared, and reemerged to be adopted by the flight simulation industry and computer graphics. This book will give you the confidence to use quaternions within your every-day mathematics, and explore more advanced texts.

This book introduces the basics in game usability and overall game UX mindset and techniques, as well as looking at current industry best practices and trends. Fully updated for its second edition, it includes practical advice on how to include usability in already tight development timelines, and how to advocate for UX and communicate results to higher-ups effectively. The book begins with an introduction to UX strategy considerations for games, and to UX design, before moving on to cover core user research and usability techniques as well as how to fit UX practices into the business process. It provides considerations of player differences and offers strategies for inclusion as well as chapters that give platform and context specific advice. With a wealth of new interviews with industry leaders and contributions from the very best in game UX, the book also includes brand new chapters on: Accessibility Mobile Game Usability Data Science Virtual and Augmented Reality Esports This book will be vital reading for all professional game developers and game UX advocates, as well as those students aspiring to work in game development and game UX.

This book introduces the basics in game usability and overall game UX mindset and techniques, as well as looking at current industry best practices and trends. Fully updated for its second edition, it includes practical advice on how to include usability in already tight development timelines, and how to advocate for UX and communicate results to higher-ups effectively. The book begins with an introduction to UX strategy considerations for games, and to UX design, before moving on to cover core user research and usability techniques as well as how to fit UX practices into the business process. It provides considerations of player differences and offers strategies for inclusion as well as chapters that give platform and context specific advice. With a wealth of new interviews with industry leaders and contributions from the very best in game UX, the book also includes brand new chapters on: Accessibility Mobile Game Usability Data Science Virtual and Augmented Reality Esports This book will be vital reading for all professional game developers and game UX advocates, as well as those students aspiring to work in game development and game UX.

Introduces the reader to the technical aspects of real-time visual effects. Built upon a career of over twenty years in the feature film visual effects and the real-time video game industries and tested on graduate and undergraduate students. Explores all real-time visual effects in four categories: in-camera effects, in-material effects, simulations and particles.

This state-of-the-art set of handbooks provides medical physicists with a comprehensive overview of the field of nuclear medicine. In addition to describing the underlying, fundamental theories of the field, it includes the latest research and explores the practical procedures, equipment, and regulations that are shaping the field and it's future. This set is split into three volumes, respectively titled: Instrumentation and Imaging Procedures; Modelling, Dosimetry and Radiation Protection; and Radiopharmaceuticals and Clinical Applications. Volume one, Instrumentation and Imaging Procedures, focuses primarily on providing a comprehensive review into the detection of radiation, beginning with an introduction to the history of nuclear medicine to the latest imaging technology. Volume two, Modelling, Dosimetry and Radiation Protection, explores the applications of mathematical modelling, dosimetry, and radiation protection in nuclear medicine. The third and final volume, Radiopharmaceuticals and Clinical Applications, highlights the production and application of radiopharmaceuticals and their role in clinical nuclear medicine practice. These books will be an invaluable resource for libraries, institutions, and clinical and academic medical physicists searching for a complete account of what defines nuclear medicine. The most comprehensive reference available providing a state-of-the-art overview of the field of nuclear medicine Edited by a leader in the field, with contributions from a team of experienced medical physicists, chemists, engineers, scientists, and clinical medical personnel Includes the latest practical research in the field, in addition to explaining fundamental theory and the field's history

Image Processing and Acquisition using Python provides readers with a sound foundation in both image acquisition and image processing-one of the first books to integrate these topics together. By improving readers' knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and measure more accurately. Long recognized as one of the easiest languages for non-programmers to learn, Python is used in a variety of practical examples. A refresher for more experienced readers, the first part of the book presents an introduction to Python, Python modules, reading and writing images using Python, and an introduction to images. The second part discusses the basics of image processing, including pre/post processing using filters, segmentation, morphological operations, and measurements. The second part describes image acquisition using various modalities, such as x-ray, CT, MRI, light microscopy, and electron microscopy. These modalities encompass most of the common image acquisition methods currently used by researchers in academia and industry. Features Covers both the physical methods of obtaining images and the analytical processing methods required to understand the science behind the images. Contains many examples, detailed derivations, and working Python examples of the techniques. Offers practical tips on image acquisition and processing. Includes numerous exercises to test the reader's skills in Python programming and image processing, with solutions to selected problems, example programs, and images available on the book's web page. New to this edition Machine learning has become an indispensable part of image processing and computer vision, so in this new edition two new chapters are included: one on neural networks and the other on convolutional neural networks. A new chapter on affine transform and many new algorithms. Updated Python code aligned to the latest version of modules.

This book specifically addresses video shot boundary detection, which provides base for all video abstraction and high-level video segmentation approaches. Moreover, the other research areas which can benefit considerably from successful automation of shot boundary detection processes are distance learning, telemedicine, interactive television, digital libraries, multimedia news, video restoration and geographical information system. Despite all the research activity in shot boundary detection, there are some issues which have not been adequately addressed and need to be resolved. We discuss these major challenges in shot boundary detection and propose algorithms that can be adopted to find shot boundaries effectively. The monograph is intended to target a wide audience, both in academia and industrial research. It can also be used as research material for advanced courses in senior undergraduate and graduate programs. In this monograph we explore various major issues related to shot boundary detection which will be of tremendous importance in developing future search engines, multimedia and communication technologies. Besides covering effective algorithms, the monograph also provides a detail literature survey and describes major metrics used for shot boundary detection, thereby making it self contained. Technical topics discussed in the monograph include: 1) Effective algorithm for detecting various wipe patterns 2) Shot boundary detection in the presence of flashlight 3) Shot boundary detection in the presence of fire flicker and explosion 4) Shot boundary detection in the presence of illumination variation and motion

GPU Pro3, the third volume in the GPU Pro book series, offers practical tips and techniques for creating real-time graphics that are useful to beginners and seasoned game and graphics programmers alike. Section editors Wolfgang Engel, Christopher Oat, Carsten Dachsbacher, Wessam Bahnassi, and Sebastien St-Laurent have once again brought together a high-quality collection of cutting-edge techniques for advanced GPU programming. With contributions by more than 50 experts, GPU Pro3: Advanced Rendering Techniques covers battle-tested tips and tricks for creating interesting geometry, realistic shading, real-time global illumination, and high-quality shadows, for optimizing 3D engines, and for taking advantage of the advanced power of the GPGPU. Sample programs and source code are available for download on the book's CRC Press web page.

"The King of Independent Animation" has returned with this 10th anniversary edition of Make Toons That Sell Without Selling Out. Delve into the secrets behind creating poignant indie animation without compromising or sacrificing your own ideals and visions. World-renowned animator, author, and Academy Award-nominated Bill Plympton will help guide you in how to make a career in animation. With time-saving techniques, secrets on crafting a good narrative, and more, Plympton will teach you how to breathe life into your own animated films. By studying and deconstructing his lessons from his own works and styles, you too will be able to carve out a career in animation without betraying yourself.

The newly revised third edition of Rick Young's The Focal Easy Guide to Final Cut Pro X is the ultimate mentor for getting up and running with Apple's professional editing software, regardless of your skill level. In this step-by-step, full-color guide, Rick clearly explains the key concepts and essential knowledge needed to edit your project from start to finish, providing clear, time-saving instructions on producing and outputting using Final Cut Pro X. This new edition includes: A thorough introduction to Final Cut Pro X and the philosophy by which the software works Complete coverage of the post production process, including setup, importing and organizing media, editing, audio and output Additional sections on Multicam Editing, working with Proxies, effective Media Management, the Magnetic Timeline, Batch Share and Effects Production New chapters, covering in detail: Roles, Color Correction and the Touch Bar Instructions on encoding, distributing and archiving your completed projects And an accompanying eResource featuring downloadable video footage that you can edit with using the techniques covered in the book Packed with tutorials and real-world examples, The Focal Easy Guide to Final Cut Pro X will take you through the ins and outs of the software and have you editing and outputting your movies in no time! Published July 2019

Accompanying an exhibition at the Wallace Collection, Inspiring Walt Disney explores the influences of the art and architecture of France on Walt Disney and his studio artists, highlighting in particular the Disney classics of hand-drawn animation, Cinderella (1950) and Beauty and the Beast (1991). Pairing preparatory material from these films - including concept art for talking furniture and fairy-tale castles - with masterpieces from the eighteenth century reveals hidden sources of inspiration and allows us to appreciate the extraordinary talents behind Disney animated films and French decorative arts. Just as the dynamic, twisting movements of the Rococo sought to breathe life into what was essentially inanimate - silver, porcelain, furniture - so too did Disney animators seek to create the illusion of movement, action and emotion. Illustrated with innovative works by artists such as Mary Blair, Hans Bacher and Peter J. Hall, and the animated and anthropomorphic furniture, Sevres porcelain and gilt bronze of rococo designers, the catalogue explores the shared creative roots of these two seemingly disparate artistic realms and looks to revitalise the feelings of excitement, awe and marvel, which both eighteenth-century craftsmen and Disney animators sought to spark in their audiences.

Graphics Shaders: Theory and Practice is intended for a second course in computer graphics at the undergraduate or graduate level, introducing shader programming in general, but focusing on the GLSL shading language. While teaching how to write programmable shaders, the authors also teach and reinforce the fundamentals of computer graphics. The second edition has been updated to incorporate changes in the OpenGL API (OpenGL 4.x and GLSL 4.x0) and also has a chapter on the new tessellation shaders, including many practical examples.

The book starts with a quick review of the graphics pipeline, emphasizing features that are rarely taught in introductory courses, but are immediately exposed in shader work. It then covers shader-specific theory for vertex, tessellation, geometry, and fragment shaders using the GLSL 4.x0 shading language. The text also introduces the freely available glman tool that enables you to develop, test, and tune shaders separately from the applications that will use them. The authors explore how shaders can be used to support a wide variety of applications and present examples of shaders in 3D geometry, scientific visualization, geometry morphing, algorithmic art, and more.

Features of the Second Edition:

• Written using the most recent specification releases (OpenGL 4.x and GLSL 4.x0) including code examples brought up-to-date with the current standard of the GLSL language.
• More examples and more exercises
• A chapter on tessellation shaders
• An expanded Serious Fun chapter with examples that illustrate using shaders to produce fun effects
• A discussion of how to handle the major changes occurring in the OpenGL standard, and some C++ classes to help you manage that transition

The authors thoroughly explain the concepts, use sample code to describe details of the concepts, and then challenge you to extend the examples. They provide sample source code for many of the book s examples at www.cgeducation.org

This book explores the effects of the Instagram platform on the making and viewing of art. Authors Lachlan MacDowall and Kylie Budge critically analyse the ways Instagram has influenced artists, art spaces, art institutions and art audiences, and ultimately contemporary aesthetic experience. The book argues that more than simply being a container for digital photography, the architecture of Instagram represents a new relationship to the image and to visual experience, a way of shaping ocular habits and social relations. Following a detailed analysis of the structure of Instagram - the tactile world of affiliation ('follows'), aesthetics ('likes') and attention ('comments') - the book examines how art spaces, audiences and aesthetics are key to understanding its rise. The book will be of interest to scholars working in art history, design, digital culture, cultural studies, sociology, education, business, media and communication studies.

This text presents techniques for describing image textures. Contrary to the usual practice of embedding the images to known modelling frameworks borrowed from statistical physics or other domains, this book deduces the Gibbs models from basic image features and tailors the modelling framework to the images. This approach results in more general Gibbs models than can be either Markovian or non-Markovian and possess arbitrary interaction structures and strengths. The book presents computationally feasible algorithms for parameter estimation and image simulation and demonstrates their abilities and limitations by numerous experimental results. The book avoids too abstract mathematical constructions and gives explicit image-based explanations of all the notions involved.

Drawn to Life is a two-volume collection of the legendary lectures of long-time Disney animator Walt Stanchfield. For over 20 years, Walt mentored a new generation of animators at the Walt Disney Studios and influenced such talented artists such as Tim Burton, Brad Bird, Glen Keane, and Andreas Deja. His writing and drawings have become must-have lessons for fine artists, film professionals, animators, and students looking for inspiration and essential training in drawing and the art of animation. Written by Walt Stanchfield (1919–2000), who began work for the Walt Disney Studios in the 1950s. His work can be seen in films such as Sleeping Beauty, The Jungle Book, 101 Dalmatians, and Peter Pan. Edited by Disney Legend and Oscar®-nominated producer Don Hahn, whose credits include the classic Beauty and the Beast, The Lion King, and Hunchback of Notre Dame.

Understanding Game Scoring explores the unique collaboration between gameplay and composition that defines musical scoring for video games. Using an array of case studies reaching back into the canon of classic video games, this book illuminates the musical flexibility, user interactivity and sound programming that make game scoring so different from traditional modes of composition. Mack Enns explores the collaboration between game scorers and players to produce the final score for a game, through case studies of the Nintendo Entertainment System sound hardware configuration, and game scores, including the canonic scores for Super Mario Bros. (1985) and The Legend of Zelda (1986). This book is recommended reading for students and researchers interested in the composition and production of video game scores, as well as those interested in ludo-musicology.

"In this not-too-long and easy-to-read book, author Celia Hodent presents a clear overview of the challenges, demands, and rewards of becoming a user experience professional. If this field interests you, there’s no better place to start than with the volume you now hold in your hand."

Alan Cooper, Ancestry Thinker, Software Alchemist, Regenerative Rancher, Author of The Inmates Are Running the Asylum: Why High Tech Products Drive Us Crazy and How to Restore the Sanity

The main objective of What UX is Really About: Introducing a Mindset for Great Experiences is to provide a quick introduction to user experience (UX 101) for students, professionals, or simply curious readers who want to understand this trendy yet commonly misunderstood practice better. Readers will learn that UX is much more than a set of techniques, guidelines, and tools. It is a mindset; a philosophy that takes the perspective of the humans that will use a product. It is about solving their problems, offering them a pleasurable experience, and building a win-win, long-lasting relationship between them and the company developing the product. Above all, it is about improving people’s lives with technology. What UX is Really About is informative, concise, and provides readers with a high-level overview of the science, design, and methodologies of UX.

KEY FEATURES:

• The most approachable and concise introduction book about UX.

• Easy to read and aims to popularize the UX mindset while debunking its main misconceptions.

• Small format size makes it easy to carry around.

• Includes content relatable and meaningful to the readers by taking many examples from everyday life with a conversational and light writing style.

• Tackles the psychology, design, research, process, strategy, and ethics behind offering the best experience with products, systems, or services.

• Includes a glossary.

Celia Hodent holds a PhD in psychology, and is a leading expert in the application of cognitive science and psychology to product development, with over 13 years of experience in the development of UX strategy in video game studios, such as Ubisoft, LucasArts, and Epic Games (Fortnite). She currently leads an independent UX consultancy, working with a wide range of international media and enterprise companies to help ensure their products are engaging, successful, and respectful of users. Celia conducts workshops and provides guidance on the topics of game-based UX, playful learning ("gamification"), ethics, implicit biases, and inclusion in tech. Celia is the author of The Gamer’s Brain: How Neuroscience and UX Can Impact Video Game Design and The Psychology of Video Games.

Table of Contents

Chapter 1 What Is UX?

Chapter 2 What UX Is Not

Chapter 3 The Science behind UX

Chapter 4 The Process and Methodologies of UX

Chapter 5 Ethics and the UX Mindset

Chapter 6 Conclusion

This book introduces the reader with little or no previous computer-programming experience to the Python programming language of interest for a physicist or a natural-sciences student. The book starts with basic interactive Python in order to acquire an introductory familiarity with the language, than tackle Python scripts (programs) of increasing complexity, that the reader is invited to run on her/his computer. All program listings are discussed in detail, and the reader is invited to experiment on what happens if some code lines are modified. The reader is introduced to Matplotlib graphics for the generation of figures representing data and function plots and, for instance, field lines. Animated function plots are also considered. A chapter is dedicated to the numerical solution of algebraic and transcendental equations, the basic mathematical principles are discussed and the available Python tools for the solution are presented. A further chapter is dedicated to the numerical solution of ordinary differential equations. This is of vital importance for the physicist, since differential equations are at the base of both classical physics (Newton's equations) and quantum mechanics (Schroedinger's equation). The shooting method for the numerical solution of ordinary differential equations with boundary conditions at two boundaries is also presented. Python programs for the solution of two quantum-mechanics problems are discussed as examples. Two chapters are dedicated to Tkinter graphics, which gives the user more freedom than Matplotlib, and to Tkinter animation. Programs displaying the animation of physical problems involving the solution of ordinary differential equations (for which in most cases there is no algebraic solution) in real time are presented and discussed. Finally, 3D animation is presented with Vpython.