Multidimensional scalar fields data analysis by means of multisensory visualization

نویسندگان

  • V. Adzhiev
  • E. Malikova
  • A. Pasko
  • G. Pasko
  • V. Pilyugin
چکیده

A well-known definition of visualization is the mapping of initial data to a visual representation, which can be perceived and interpreted by humans. Human senses include not only vision, but also hearing, sense of touch, smell and others including their combinations. We discuss in this article multisensory scientific visualization, in other words scientific visualization extended with sound, haptic and other sensory stimuli, related fields and concepts such as visualization, sonification and perceptualization, and geometric modeling using real functions. The formalization of the multisensory analysis process and particularly of establishing correspondences between the initial data and multiple sensory stimuli is an open research question. In this article, some generalizations based on using real-valued vector functions for solving data analysis problems by means of perceptualization are proposed. A more particular case study of a scalar field analysis using scientific visualization extended with such sensory stimuli like sound is considered.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Multi-field visualization

Modern science utilizes advanced measurement and simulation techniques to analyze phenomena from fields such as medicine, physics, or mechanics. The data produced by application of these techniques takes the form of multi-dimensional functions or fields, which have to be processed in order to provide meaningful parts of the data to domain experts. Definition and implementation of such processin...

متن کامل

Differential Methods for Multi-dimensional Visual Data Analysis

Images in scientific visualization are the end product of data processing. Starting from higher-dimensional data sets such as scalar, vector, and tensor fields given on 2D, 3D, and 4D domains, the objective is to reduce this complexity to two-dimensional images comprehensible to the human visual system. Various mathematical fields such as in particular differential geometry, topology (theory of...

متن کامل

A dedicated Compression Scheme for Large Multidimensional Functions Visualization

Large hyper-volume visualization is required by today physic and is still a research area in scientific visualization. Especially, the interactive exploration of datasets remains highly challenging as soon as the data size exceeds a certain threshold. We describe in this paper an hyperslicing-based interactive visualization technique designed to explore at realtime frame rates large hyper-volum...

متن کامل

Multidimensional Data Visualization State of the Art and Concept of Doctoral Thesis

Multidimensional volumetric data are often used for storing information in various fields of science such as physics, astronomy etc. because they best match the character of the underlying phenomena. The information contained in such data is, however, usually very dense and thus difficult to understand without subsidiary tools. Proper visualization is definitely one of the most effective and cr...

متن کامل

Visualizing and Investigating Multidimensional Functions

This paper addresses the problem of visualizing multidimensional scalar functions. These functions are often encountered in fields such as Engineering, Mathematics, and Physics to understand and model complex phenomena. We propose a novel method based on the dimension reduction philosophy called HyperCell. Its basic concept is to represent the function by means of dynamic orthogonal low (1D, 2D...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017