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.
Produkteigenschaften
- Artikelnummer: 9781447127505
- Medium: Buch
- ISBN: 978-1-4471-2750-5
- Verlag: Springer
- Erscheinungstermin: 06.02.2012
- Sprache(n): Englisch
- Auflage: 2012
- Serie: Advances in Pattern Recognition
- Produktform: Gebunden, Book
- Gewicht: 889 g
- Seiten: 468
- Format (B x H): 155 x 235 mm
- Ausgabetyp: Kein, Unbekannt
- Nachauflage: 978-1-4471-7318-2