New PDF release: Computer Vision: Algorithms and Applications (Texts in

By Richard Szeliski

ISBN-10: 1848829345

ISBN-13: 9781848829343

Computer imaginative and prescient: Algorithms and Applications explores the range of ideas widely used to investigate and interpret pictures. It additionally describes not easy real-world functions the place imaginative and prescient is being effectively used, either for specialised functions equivalent to clinical imaging, and for enjoyable, consumer-level initiatives corresponding to snapshot enhancing and sewing, which scholars can observe to their very own own images and videos.

More than simply a resource of “recipes,” this really authoritative and finished textbook/reference additionally takes a systematic method of uncomplicated imaginative and prescient difficulties, formulating actual types of the imaging technique earlier than inverting them to provide descriptions of a scene. those difficulties also are analyzed utilizing statistical versions and solved utilizing rigorous engineering techniques.

Topics and lines: dependent to help lively curricula and project-oriented classes, with information within the creation for utilizing the booklet in numerous personalized classes; offers routines on the finish of every bankruptcy with a heavy emphasis on trying out algorithms and containing quite a few feedback for small mid-term tasks; offers extra fabric and extra unique mathematical themes within the Appendices, which conceal linear algebra, numerical ideas, and Bayesian estimation idea; indicates extra studying on the finish of every bankruptcy, together with the most recent learn in every one sub-field, as well as an entire Bibliography on the finish of the booklet; provides supplementary direction fabric for college students on the linked web site, http://szeliski.org/Book/.

Suitable for an upper-level undergraduate or graduate-level direction in desktop technological know-how or engineering, this textbook specializes in easy recommendations that paintings less than real-world stipulations and encourages scholars to push their inventive barriers. Its layout and exposition additionally make it eminently appropriate as a distinct connection with the basic concepts and present study literature in desktop vision.

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Computer Vision: Algorithms and Applications (Texts in Computer Science) by Richard Szeliski


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