By Ingrid Hotz,Thomas Schultz
Modern imaging innovations and computational simulations yield complicated multi-valued facts that require higher-order mathematical descriptors. This publication addresses subject matters of significance while facing such facts, together with frameworks for picture processing, visualization and statistical research of higher-order descriptors. It additionally offers examples of the winning use of higher-order descriptors in particular functions and a glimpse of the subsequent new release of diffusion MRI. to take action, it combines contributions on new advancements, present demanding situations during this quarter and cutting-edge surveys.
Compared to the expanding value of higher-order descriptors in a number functions, instruments for research and processing are nonetheless quite tough to return by means of. even if program parts akin to scientific imaging, fluid dynamics and structural mechanics are very varied in nature they face many shared demanding situations. This publication presents an interdisciplinary viewpoint in this subject with contributions from key researchers in disciplines starting from visualization and photo processing to functions. it's in response to the fifth Dagstuhl seminar on Visualization and Processing of upper Order Descriptors for Multi-Valued Data.
This e-book will entice scientists who're operating to enhance new research equipment within the components of photograph processing and visualization, in addition to those that paintings with functions that generate higher-order info or may gain advantage from higher-order versions and are searching for novel analytical tools.
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Visualization and Processing of Higher Order Descriptors for Multi-Valued Data (Mathematics and Visualization) by Ingrid Hotz,Thomas Schultz