94 citations · 96 across the 6 of their papers we have counts for
6 papers
Topology-Preserving Meshing of Implicit Scalar Fields via Monotonicity Constraints
Tanner Finken, Jixian Li, Bei Wang +2
Topological analysis of scalar fields yields structures such as the Morse-Smale complex (MSC) that summarize salient features across multiple scales. Existing MSC extraction algori…
May (A)I Beautify Your Visualization? Expert Judgments of Acceptable Aesthetic Alterations
Kalina Borkiewicz, Jixian Li, Joshua A. Levine +1
In 3D visualizations of natural phenomena, improving aesthetics can provide measurable benefits, but often involves transformations that affect how the data is perceived. As a grow…
Text-based Transfer Function Design for Semantic Volume Rendering
Sangwon Jeong, Jixian Li, Christopher Johnson +2
Transfer function design is crucial in volume rendering, as it directly influences the visual representation and interpretation of volumetric data. However, creating effective tran…
Autoencoder-Aided Visualization of Collections of Morse Complexes
Jixian Li, Danielle Van Boxel, Joshua A. Levine
Though analyzing a single scalar field using Morse complexes is well studied, there are few techniques for visualizing a collection of Morse complexes. We focus on analyses that ar…
NeuralCubes: Deep Representations for Visual Data Exploration
Zhe Wang, Dylan Cashman, Mingwei Li +5
Visual exploration of large multidimensional datasets has seen tremendous progress in recent years, allowing users to express rich data queries that produce informative visual summ…
A Generative Model for Volume Rendering
Matthew Berger, Jixian Li, Joshua A. Levine
We present a technique to synthesize and analyze volume-rendered images using generative models. We use the Generative Adversarial Network (GAN) framework to compute a model from a…