Concise Computer Vision An Introduction into Theory and Algorithms
Aus der Reihe
Undergraduate Topics in Computer Science
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- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
Fr. 69.90
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
20.01.2014
Abbildungen
XVIII, 298 illus., 229 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen
Verlag
Springer LondonSeitenzahl
429
Maße (L/B/H)
23.5/15.5/2.3 cm
Gewicht
756 g
Auflage
2014
Sprache
Englisch
ISBN
978-1-4471-6319-0
This textbook provides an accessible general introduction to the essential topics in computer vision. Classroom-tested programming exercises and review questions are also supplied at the end of each chapter. Features: provides an introduction to the basic notation and mathematical concepts for describing an image and the key concepts for mapping an image into an image; explains the topologic and geometric basics for analysing image regions and distributions of image values and discusses identifying patterns in an image; introduces optic flow for representing dense motion and various topics in sparse motion analysis; describes special approaches for image binarization and segmentation of still images or video frames; examines the basic components of a computer vision system; reviews different techniques for vision-based 3D shape reconstruction; includes a discussion of stereo matchers and the phase-congruency model for image features; presents an introduction into classification and learning.
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