However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive. Why is computer vision such a challenging problem and what is the current state of the art?Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniquesTopics and features: Structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses Presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects Provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, and Bayesian estimation theory Suggests additional reading at the end of each chapter, including the latest research in each sub-field, in addition to a full Bibliography at the end of the book Supplies supplementary course material for students at the associated website, http: //szeliski.org/Book/ Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision.

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    With a new foreword for the American edition. There may be no cultural practice more global than soccer. Rites of birth and marriage are infinitely diverse, but the rules of soccer are universal. No world religion can match its geographical scope. The single greatest simultaneous human collective experience is the World Cup final. In this extraordinary tour de force, David Goldblatt tells the full story of soccer's rise from chaotic folk ritual to the world's most popular sport-now poised to fully establish itself in the USA. Already celebrated internationally, The Ball Is Round illuminates soccer's role in the political and social histories of modern societies, but never loses sight of the beauty, joy, and excitement of the game itself.

    She could barely find the strength to get off the sofa, let alone piece her life back together. Until one day she did something she had never done of her own free will – she pulled on a pair of trainers and went for a run.That first attempt didn’t last very long. But to her surprise, she was back out there the next day. And the day after that. She began to set herself achievable goals – to run 5k in under 30 minutes, to walk to work every day for a week, to attempt 10 push-ups in a row. Before she knew it, her mood was lifting for the first time in years.In Jog On, Bella explains with hilarious and unfiltered honesty how she used running to battle crippling anxiety and depression, without having to sacrifice her main loves: booze, cigarettes and ice cream. With the help of a supporting cast of doctors, psychologists, sportspeople and friends, she shares a wealth of inspirational stories, research and tips that show how exercise often can be the best medicine. This funny, moving and motivational book will encourage you to say ‘jog on’ to your problems and get your life back on track – no matter how small those first steps may be.

    The book's approach interweaves traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. The author stresses analysis of data, examines real problems with real data, and motivates the theory. The book's descriptive statistics, graphical displays, and realistic applications stand in strong contrast to traditional texts which are set in abstract settings.