VisImages: A fine-grained expert-annotated visualization dataset

D Deng, Y Wu, X Shu, J Wu, S Fu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Images in visualization publications contain rich information, eg, novel visualization designs
and implicit design patterns of visualizations. A systematic collection of these images can …

Vis30k: A collection of figures and tables from ieee visualization conference publications

J Chen, M Ling, R Li, P Isenberg… - … on Visualization and …, 2021 - ieeexplore.ieee.org
We present the VIS30K dataset, a collection of 29,689 images that represents 30 years of
figures and tables from each track of the IEEE Visualization conference series (Vis, SciVis …

VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding

Y Ye, R Huang, W Zeng - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …

Not As Easy As You Think--Experiences and Lessons Learnt from Trying to Create a Bottom-Up Visualization Image Typology

J Chen, P Isenberg, RS Laramee, T Isenberg… - arXiv preprint arXiv …, 2022 - arxiv.org
We present and discuss the results of a two-year qualitative analysis of images published in
IEEE Visualization (VIS) papers. Specifically, we derive a typology of 13 visualization image …

VizNet: Towards a large-scale visualization learning and benchmarking repository

K Hu, SNS Gaikwad, M Hulsebos, MA Bakker… - Proceedings of the …, 2019 - dl.acm.org
Researchers currently rely on ad hoc datasets to train automated visualization tools and
evaluate the effectiveness of visualization designs. These exemplars often lack the …

Critical reflections on visualization authoring systems

A Satyanarayan, B Lee, D Ren, J Heer… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
An emerging generation of visualization authoring systems support expressive information
visualization without textual programming. As they vary in their visualization models, system …

Visualization and visual analytics approaches for image and video datasets: A survey

S Afzal, S Ghani, MM Hittawe, SF Rashid… - ACM Transactions on …, 2023 - dl.acm.org
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …

How information visualization novices construct visualizations

L Grammel, M Tory, MA Storey - IEEE transactions on …, 2010 - ieeexplore.ieee.org
It remains challenging for information visualization novices to rapidly construct visualizations
during exploratory data analysis. We conducted an exploratory laboratory study in which …

Data Formulator: AI-powered Concept-driven Visualization Authoring

C Wang, J Thompson, B Lee - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With most modern visualization tools, authors need to transform their data into tidy formats to
create visualizations they want. Because this requires experience with programming or …