Visualization and visual analysis of multifaceted scientific data: A survey

J Kehrer, H Hauser - IEEE transactions on visualization and …, 2012 - ieeexplore.ieee.org
Visualization and visual analysis play important roles in exploring, analyzing, and
presenting scientific data. In many disciplines, data and model scenarios are becoming …

Visualization in meteorology—a survey of techniques and tools for data analysis tasks

M Rautenhaus, M Böttinger, S Siemen… - … on Visualization and …, 2017 - ieeexplore.ieee.org
This article surveys the history and current state of the art of visualization in meteorology,
focusing on visualization techniques and tools used for meteorological data analysis. We …

Visual comparison for information visualization

M Gleicher, D Albers, R Walker, I Jusufi… - Information …, 2011 - journals.sagepub.com
Data analysis often involves the comparison of complex objects. With the ever increasing
amounts and complexity of data, the demand for systems to help with these comparisons is …

TSR-TVD: Temporal super-resolution for time-varying data analysis and visualization

J Han, C Wang - IEEE transactions on visualization and …, 2019 - ieeexplore.ieee.org
We present TSR-TVD, a novel deep learning framework that generates temporal super-
resolution (TSR) of time-varying data (TVD) using adversarial learning. TSR-TVD is the first …

Visualization of multi‐variate scientific data

R Fuchs, H Hauser - Computer Graphics Forum, 2009 - Wiley Online Library
In this state‐of‐the‐art report we discuss relevant research works related to the visualization
of complex, multi‐variate data. We discuss how different techniques take effect at specific …

Visual analysis of the air pollution problem in Hong Kong

H Qu, WY Chan, A Xu, KL Chung… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
We present a comprehensive system for weather data visualization. Weather data are
multivariate and contain vector fields formed by wind speed and direction. Several well …

A survey on multimodal medical data visualization

K Lawonn, NN Smit, K Bühler… - Computer Graphics …, 2018 - Wiley Online Library
Multi‐modal data of the complex human anatomy contain a wealth of information. To
visualize and explore such data, techniques for emphasizing important structures and …

Multifield visualization using local statistical complexity

H Janicke, A Wiebel, G Scheuermann… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
Modern unsteady (multi-) field visualizations require an effective reduction of the data to be
displayed. From a huge amount of information the most informative parts have to be …

Jacobi fiber surfaces for bivariate Reeb space computation

J Tierny, H Carr - IEEE Transactions on Visualization and …, 2016 - ieeexplore.ieee.org
This paper presents an efficient algorithm for the computation of the Reeb space of an input
bivariate piecewise linear scalar function f defined on a tetrahedral mesh. By extending and …

V2V: A deep learning approach to variable-to-variable selection and translation for multivariate time-varying data

J Han, H Zheng, Y **ng, DZ Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We present V2V, a novel deep learning framework, as a general-purpose solution to the
variable-to-variable (V2V) selection and translation problem for multivariate time-varying …