Lifted Wasserstein matcher for fast and robust topology tracking

M Soler, M Plainchault, B Conche… - 2018 IEEE 8th …, 2018 - ieeexplore.ieee.org
This paper presents a robust and efficient method for tracking topological features in time-
varying scalar data. Structures are tracked based on the optimal matching between …

Timeline design space for immersive exploration of time-varying spatial 3d data

G Fouché, F Argelaguet Sanz, E Faure… - Proceedings of the 28th …, 2022 - dl.acm.org
Timelines are common visualizations to represent and manipulate temporal data. However,
timeline visualizations rarely consider spatio-temporal 3D data (eg mesh or volumetric …

Time-varying volume visualization: a survey

Z Bai, Y Tao, H Lin - Journal of Visualization, 2020 - Springer
Time-varying volume data is often generated from scientific simulations in a variety of
application domains, such as computational fluid dynamics, combustion science, and …

Streamstory: exploring multivariate time series on multiple scales

L Stopar, P Skraba, M Grobelnik… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
This paper presents an approach for the interactive visualization, exploration and
interpretation of large multivariate time series. Interesting patterns in such datasets usually …

Distribution driven extraction and tracking of features for time-varying data analysis

S Dutta, HW Shen - IEEE transactions on visualization and …, 2015 - ieeexplore.ieee.org
Effective analysis of features in time-varying data is essential in numerous scientific
applications. Feature extraction and tracking are two important tasks scientists rely upon to …

Graphs in scientific visualization: A survey

C Wang, J Tao - Computer Graphics Forum, 2017 - Wiley Online Library
Graphs represent general node‐link diagrams and have long been utilized in scientific
visualization for data organization and management. However, using graphs as a visual …

Salientime: user-driven selection of salient time steps for large-scale geospatial data visualization

J Chen, H Huang, H Ye, Z Peng, C Li… - Proceedings of the CHI …, 2024 - dl.acm.org
The voluminous nature of geospatial temporal data from physical monitors and simulation
models poses challenges to efficient data access, often resulting in cumbersome temporal …

Efficient local statistical analysis via integral histograms with discrete wavelet transform

TY Lee, HW Shen - IEEE Transactions on Visualization and …, 2013 - ieeexplore.ieee.org
Histograms computed from local regions are commonly used in many visualization
applications, and allowing the user to query histograms interactively in regions of arbitrary …

Homogeneity guided probabilistic data summaries for analysis and visualization of large-scale data sets

S Dutta, J Woodring, HW Shen… - 2017 IEEE Pacific …, 2017 - ieeexplore.ieee.org
High-resolution simulation data sets provide plethora of information, which needs to be
explored by application scientists to gain enhanced understanding about various …

Salient time steps selection from large scale time-varying data sets with dynamic time war**

X Tong, TY Lee, HW Shen - IEEE symposium on large data …, 2012 - ieeexplore.ieee.org
Empowered by rapid advance of high performance computer architectures and software, it is
now possible for scientists to perform high resolution simulations with unprecedented …