Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computational Vision and Biomechanics (LNCVB, volume 27)
Conference series link(s): ECCOMAS: European Congress on Computational Methods in Applied Sciences and Engineering
Conference proceedings info: ECCOMAS 2017.
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Table of contents (126 papers)
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Contributed Papers
About this book
This book gathers papers presented at the VipIMAGE 2017-VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing. It highlights invited lecturers and full papers presented at the conference, which was held in Porto, Portugal, on October 18–20, 2017. These international contributions provide comprehensive coverage on the state-of-the-art in the following fields: 3D Vision, Computational Bio-Imaging and Visualization, Computational Vision, Computer Aided Diagnosis, Surgery, Therapy and Treatment, Data Interpolation, Registration, Acquisition and Compression, Industrial Inspection, Image Enhancement, Image Processing and Analysis, Image Segmentation, Medical Imaging, Medical Rehabilitation, Physics of Medical Imaging, Shape Reconstruction, Signal Processing, Simulation and Modelling, Software Development for Image Processing and Analysis, Telemedicine Systems and their Applications, Tracking and Analysis of Movement, and Deformation and Virtual Reality.
In addition, it explores a broad range of related techniques, methods and applications, including: trainable filters, bilateral filtering, statistical, geometrical and physical modelling, fuzzy morphology, region growing, grabcut, variational methods, snakes, the level set method, finite element method, wavelet transform, multi-objective optimization, scale invariant feature transform, Laws’ texture-energy measures, expectation maximization, the Markov random fields bootstrap, feature extraction and classification, support vector machines, random forests, decision trees, deep learning, and stereo vision.
Given its breadth of coverage, the book offers a valuable resource for academics, researchers and professionals in Biomechanics, Biomedical Engineering, Computational Vision (image processing and analysis), Computer Sciences, Computational Mechanics, Signal Processing, Medicine and Rehabilitation.
Editors and Affiliations
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Universidade do Porto, Porto, Portugal
João Manuel R.S. Tavares, R.M. Natal Jorge
Bibliographic Information
Book Title: VipIMAGE 2017
Book Subtitle: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017
Editors: João Manuel R.S. Tavares, R.M. Natal Jorge
Series Title: Lecture Notes in Computational Vision and Biomechanics
DOI: https://doi.org/10.1007/978-3-319-68195-5
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG 2018
Hardcover ISBN: 978-3-319-68194-8Published: 15 October 2017
Softcover ISBN: 978-3-319-88561-2Published: 01 September 2018
eBook ISBN: 978-3-319-68195-5Published: 12 October 2017
Series ISSN: 2212-9391
Series E-ISSN: 2212-9413
Edition Number: 1
Number of Pages: XXIX, 1160
Number of Illustrations: 631 b/w illustrations
Topics: Signal, Image and Speech Processing, Image Processing and Computer Vision, Computational Science and Engineering, Simulation and Modeling
Industry Sectors: Aerospace, Electronics, Engineering, IT & Software, Telecommunications