Developments in medical image processing and computational vision /

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Bibliographic Details
Imprint:Cham : Springer, 2015.
©2015
Description:1 online resource (xviii, 395 pages) : illustrations (some color).
Language:English
Series:Lecture notes in computational vision and biomechanics, 2212-9391 ; volume 19
Lecture notes in computational vision and biomechanics ; volume 19.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11092965
Hidden Bibliographic Details
Other authors / contributors:Tavares, João Manuel R. S., editor.
Jorge, Renato M. Natal, editor.
ISBN:9783319134079
3319134078
9783319134062
331913406X
9783319134062
Notes:Includes bibliographical references.
Online resource; title from PDF title page (SpringerLink, viewed April 15, 2015).
Summary:This book presents novel and advanced topics in Medical Image Processing and Computational Vision in order to solidify knowledge in the related fields and define their key stakeholders. It contains extended versions of selected papers presented in VipIMAGE 2013 ? IV International ECCOMAS Thematic Conference on Computational Vision and Medical Image, which took place in Funchal, Madeira, Portugal, 14-16 October 2013. The twenty-two chapters were written by invited experts of international recognition and address important issues in medical image processing and computational vision, including: 3D vision, 3D visualization, colour quantisation, continuum mechanics, data fusion, data mining, face recognition, GPU parallelisation, image acquisition and reconstruction, image and video analysis, image clustering, image registration, image restoring, image segmentation, machine learning, modelling and simulation, object detection, object recognition, object tracking, optical flow, pattern recognition, pose estimation, and texture analysis. Different applications are addressed and described throughout the book, comprising: biomechanical studies, bio-structure modelling and simulation, bone characterization, cell tracking, computer-aided diagnosis, dental imaging, face recognition, hand gestures detection and recognition, human motion analysis, human-computer interaction, image and video understanding, image processing, image segmentation, object and scene reconstruction, object recognition and tracking, remote robot control, and surgery planning. This volume is of use to researchers, students, practitioners and manufacturers from several multidisciplinary fields, such as artificial intelligence, bioengineering, biology, biomechanics, computational mechanics, computational vision, computer graphics, computer science, computer vision, human motion, imagiology, machine learning, machine vision, mathematics, medical image, medicine, pattern recognition, and physics.
Other form:Print version: Developments in medical image processing and computational vision. Cham : Springer, [2015] 9783319134062
Standard no.:10.1007/978-3-319-13407-9