Computer Vision Algorithms and Applications

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  • Engels
  • Hardcover
  • 9781848829343
  • 19 oktober 2010
  • 812 pagina's
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Samenvatting

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 techniques. Topics 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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
19 oktober 2010
Aantal pagina's
812
Illustraties
Nee

Betrokkenen

Hoofdauteur
Szeliski
Hoofduitgeverij
SPVQ

Overige kenmerken

Extra groot lettertype
Nee
Product breedte
223 mm
Product hoogte
37 mm
Product lengte
288 mm
Studieboek
Ja
Verpakking breedte
222 mm
Verpakking hoogte
38 mm
Verpakking lengte
284 mm
Verpakkingsgewicht
2453 g

EAN

EAN
9781848829343
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