IEEE computer graphics and applications
Dec 13, 2022
The process of finding a diagnosis in the medical domain relies on implicit knowledge and the experience of a human expert. In this article, we report on the observation of human decision making, shown by the example of pathology. By tracking the dia...
IEEE computer graphics and applications
Apr 13, 2022
Technical textiles, in particular, nonwovens used, for example, in medical masks, have become increasingly important in our daily lives. The quality of these textiles depends on the manufacturing process parameters that cannot be easily optimized in ...
IEEE computer graphics and applications
Dec 10, 2021
Peer review is a widely utilized feedback mechanism for engaging students. As a pedagogical method, it has been shown to improve educational outcomes, but we have found limited empirical measurement of peer review in visualization courses. In additio...
IEEE computer graphics and applications
Dec 10, 2021
We propose VFR-UFD, a new deep learning framework that performs vector field reconstruction (VFR) for unsteady flow data (UFD). Given integral flow lines (i.e., streamlines), we first generate low-quality UFD via diffusion. VFR-UFD then leverages a c...
IEEE computer graphics and applications
Sep 10, 2021
It is challenging to interpret hyperspectral images in an intuitive and meaningful way, as they usually contain hundreds of dimensions. We develop a visualization tool for hyperspectral images based on neural networks, which allows a user to specify ...
IEEE computer graphics and applications
Feb 20, 2020
The classification of materials of oracle bone is one of the most basic aspects for oracle bone morphology. However, the classification method depending on experts' experience requires long-term learning and accumulation for professional knowledge. T...
IEEE computer graphics and applications
Jan 12, 2015
IEEE computer graphics and applications
Jan 1, 2023
With artificial intelligence (AI) poised to transform the nature of creative media, it is especially important to design tools with the creative process in mind. While ample research demonstrates the importance of flow, playfulness, and exploration f...
IEEE computer graphics and applications
Jan 1, 2022
Understanding the interpretation of machine learning (ML) models has been of paramount importance when making decisions with societal impacts, such as transport control, financial activities, and medical diagnosis. While local explanation techniques ...
IEEE computer graphics and applications
Jan 1, 2022
Scientific visualization is a key approach to understanding the growing massive streams of data from scientific simulations and experiments. In this article, I review technology trends including the positive effects of Moore's law on science, the sig...