By Richard Szeliski
Computer imaginative and prescient: Algorithms and Applications explores the diversity of strategies wide-spread to investigate and interpret photos. It additionally describes demanding real-world purposes the place imaginative and prescient is being effectively used, either for specialised functions corresponding to scientific imaging, and for enjoyable, consumer-level projects comparable to photo modifying and sewing, which scholars can observe to their very own own images and videos.
More than simply a resource of “recipes,” this tremendously authoritative and finished textbook/reference additionally takes a systematic method of uncomplicated imaginative and prescient difficulties, formulating actual versions of the imaging strategy prior to inverting them to supply descriptions of a scene. those difficulties also are analyzed utilizing statistical types and solved utilizing rigorous engineering techniques.
Topics and contours: established to help energetic curricula and project-oriented classes, with counsel within the creation for utilizing the ebook in a number of personalized classes; provides workouts on the finish of every bankruptcy with a heavy emphasis on trying out algorithms and containing a number of feedback for small mid-term initiatives; offers extra fabric and extra designated mathematical themes within the Appendices, which hide linear algebra, numerical options, and Bayesian estimation idea; indicates extra analyzing on the finish of every bankruptcy, together with the most recent examine in each one sub-field, as well as an entire Bibliography on the finish of the publication; 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 path in computing device technology or engineering, this textbook makes a speciality of simple suggestions that paintings below real-world stipulations and encourages scholars to push their artistic limitations. Its layout and exposition additionally make it eminently compatible as a special connection with the basic suggestions and present study literature in machine vision.
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Computer Vision: Algorithms and Applications (Texts in Computer Science) by Richard Szeliski