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  • Writing Virtual Environments for Software Visualization

    Series series Engineering (R0)
    Writing Virtual Environments for Software Visualization book describes the software for a networked, 3D multi-user virtual environment that allows users to create and share remotely visualizations of program behavior. Collaborative virtual environments such as World of Warcraft or Second Life are a popular way to share interactive internet experiences, but they are complex and difficult to create. ... Leer más

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  • ggplot2

    Elegant Graphics for Data Analysis

    Series series Mathematics and Statistics (R0)
    This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with ease. With ggplot2, it's easy to:produce handsome, publication-quality plots with automatic legends created from the plot specificationsuperimpose ... Leer más

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  • Big Visual Data Analysis

    Scene Classification and Geometric Labeling

    Series series Engineering (R0)
    This book offers an overview of traditional big visual data analysis approaches and provides state-of-the-art solutions for several scene comprehension problems, indoor/outdoor classification, outdoor scene classification, and outdoor scene layout estimation. It is illustrated with numerous natural and synthetic color images, and extensive statistical analysis is provided to help readers visualize ... Leer más

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  • Infrastructure Monitoring with Spaceborne SAR Sensors

    Series series Engineering (R0)
    This book presents a novel non-intrusive infrastructure monitoring technique based on the detection and tracking of scattering centers in spaceborne SAR images. The methodology essentially consists of refocusing each available SAR image on an imposed 3D point cloud associated to the envisaged infrastructure element and identifying the reliable scatterers to be monitored by means of four ... Leer más

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  • Topological Methods in Data Analysis and Visualization III

    Theory, Algorithms, and Applications

    Series series Springer Nature Proceedings excluding Computer Science
    This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range of new algorithms and insights, including fast homology computation, comparative analysis of simplification techniques, and key applications in materials and medical science. The volume also features ... Leer más

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  • Computational Diffusion MRI

    MICCAI Workshop, Munich, Germany, October 9th, 2015

    Series series Springer Nature Proceedings excluding Computer Science
    These Proceedings of the 2015 MICCAI Workshop “Computational Diffusion MRI” offer a snapshot of the current state of the art on a broad range of topics within the highly active and growing field of diffusion MRI. The topics vary from fundamental theoretical work on mathematical modeling, to the development and evaluation of robust algorithms, new computational methods applied to diffusion magnetic ... Leer más

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  • Algorithms for Sparsity-Constrained Optimization

    Series series Engineering (R0)
    This thesis demonstrates techniques that provide faster and more accurate solutions to a variety of problems in machine learning and signal processing. The author proposes a "greedy" algorithm, deriving sparse solutions with guarantees of optimality. The use of this algorithm removes many of the inaccuracies that occurred with the use of previous models. ... Leer más

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  • Visualization and Processing of Higher Order Descriptors for Multi-Valued Data

    Edición de Ingrid Hotz, Thomas Schultz ...
    Series series Springer Nature Proceedings excluding Computer Science
    Modern imaging techniques and computational simulations yield complex multi-valued data that require higher-order mathematical descriptors. This book addresses topics of importance when dealing with such data, including frameworks for image processing, visualization and statistical analysis of higher-order descriptors. It also provides examples of the successful use of higher-order descriptors in ... Leer más

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  • Computational Diffusion MRI and Brain Connectivity

    MICCAI Workshops, Nagoya, Japan, September 22nd, 2013

    Series series Springer Nature Proceedings excluding Computer Science
    This volume contains the proceedings from two closely related workshops: Computational Diffusion MRI (CDMRI’13) and Mathematical Methods from Brain Connectivity (MMBC’13), held under the auspices of the 16th International Conference on Medical Image Computing and Computer Assisted Intervention, which took place in Nagoya, Japan, September 2013.Inside, readers will find contributions ranging from ... Leer más

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  • Visualization in Medicine and Life Sciences III

    Towards Making an Impact

    Series series Springer Nature Proceedings excluding Computer Science
    The book discusses novel visualization techniques driven by the needs in medicine and life sciences as well as new application areas and challenges for visualization within these fields. It presents ideas and concepts for visual analysis of data from scientific studies of living organs or to the delivery of healthcare. Target scientific domains include the entire field of biology at all scales - ... Leer más

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  • Modeling, Analysis, and Visualization of Anisotropy

    Series series Springer Nature Proceedings excluding Computer Science
    This book focuses on the modeling, processing and visualization of anisotropy, irrespective of the context in which it emerges, using state-of-the-art mathematical tools. As such, it differs substantially from conventional reference works, which are centered on a particular application. It covers the following topics: (i) the geometric structure of tensors, (ii) statistical methods for tensor ... Leer más

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