Guide to Medical Image Analysis : Methods and Algorithms PDF
by Klaus D. Toennies
Part of the Advances in Computer Vision and Pattern Recognition series
Description
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.
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer London
- Publication Date:04/02/2012
- Category:
- ISBN:9781447127512
Other Formats
- Paperback / softback from £54.09
- Hardback from £53.99
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer London
- Publication Date:04/02/2012
- Category:
- ISBN:9781447127512
