Guide to Medical Image Analysis Methods and Algorithms
Aus der Reihe
Advances in Computer Vision and Pattern Recognition
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
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Auflage:2012 edition
Fr. 101.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
13.04.2014
Abbildungen
XX, 468 p.
Verlag
Springer LondonSeitenzahl
468
Maße (L/B/H)
23.5/15.5/2.7 cm
Gewicht
733 g
Auflage
2012 edition
Sprache
Englisch
ISBN
978-1-4471-6096-0
This book presents a comprehensive overview of medical image analysis. Practical in approach, the text is uniquely structured by potential applications. Features: presents learning objectives, exercises and concluding remarks in each chapter, in addition to a glossary of abbreviations; describes a range of common imaging techniques, reconstruction techniques and image artefacts; discusses the archival and transfer of images, including the HL7 and DICOM standards; presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing; examines various feature detection and segmentation techniques, together with methods for computing a registration or normalisation transformation; explores object detection, as well as classification based on segment attributes such as shape and appearance; reviews the validation of an analysis method; includes appendices on Markov random field optimization, variational calculus and principal component analysis.
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