Medical Computer Vision

Recognition Techniques and Applications in Medical Imaging

Bjoern Menze, Georg Langs, Zhuowen Tu, Antonio Criminisi (Herausgeber)

Buch | Softcover

XI, 226 Seiten

2011
Springer Berlin (Verlag)
978-3-642-18420-8 (ISBN)

Infos

This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2010, held in Beijing, China, in September 2010 as a satellite event of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2010.The 10 revised full papers and 11 revised poster papers presented were carefully reviewed and selected from 38 initial submissions. The papers explore the use of modern image recognition technology in tasks such assemantic anatomy parsing, automatic segmentation and quantification, anomaly detection and categorization, data harvesting, semantic navigation and visualization, data organization and clustering, andgeneral-purpose automatic understanding of medical images.

Produkt-Details

• Erscheint lt. Verlag: 25.1.2011
• Reihe/Serie: Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Reihe/Serie: Lecture Notes in Computer Science
• Zusatzinfo: XI, 226 p. 100 illus., 80 illus. in color.
• Verlagsort: Berlin
• Sprache: englisch
• Maße: 155 x 235 mm
• Themenwelt: Informatik ► Grafik / Design ► Digitale Bildverarbeitung
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Schlagworte: 3d imaging • 3D shape modeling • classification • computer vision • CT • digital microscope • discriminative training • feature detection • generalized hough transform • graph cuts • Image Analysis • Image Registration • machine learning • neurosurgery • object localization • optimal model generation
• ISBN-10: 3-642-18420-0 / 3642184200
• ISBN-13: 978-3-642-18420-8 / 9783642184208
• Zustand: Neuware