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 …

Towards assisting the visually impaired: a review on techniques for decoding the visual data from chart images

KC Shahira, A Lijiya - IEEE Access, 2021 - ieeexplore.ieee.org
The textual data of a document is supplemented by the graphical information in it. To make
communication easier, they contain tables, charts and images. However, it excludes a …

Chartocr: Data extraction from charts images via a deep hybrid framework

J Luo, Z Li, J Wang, CY Lin - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Chart images are commonly used for data visualization. Automatically reading the chart
values is a key step for chart content understanding. Charts have a lot of variations in style …

Visualizing for the non‐visual: Enabling the visually impaired to use visualization

J Choi, S Jung, DG Park, J Choo… - Computer Graphics …, 2019 - Wiley Online Library
The majority of visualizations on the web are still stored as raster images, making them
inaccessible to visually impaired users. We propose a deep‐neural‐network‐based …

Chartsense: Interactive data extraction from chart images

D Jung, W Kim, H Song, J Hwang, B Lee… - Proceedings of the …, 2017 - dl.acm.org
Charts are commonly used to present data in digital documents such as web pages,
research papers, or presentation slides. When the underlying data is not available, it is …

Chart mining: A survey of methods for automated chart analysis

K Davila, S Setlur, D Doermann… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Charts are useful communication tools for the presentation of data in a visually appealing
format that facilitates comprehension. There have been many studies dedicated to chart …

Chartreader: A unified framework for chart derendering and comprehension without heuristic rules

ZQ Cheng, Q Dai… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Charts are a powerful tool for visually conveying complex data, but their comprehension
poses a challenge due to the diverse chart types and intricate components. Existing chart …

Chartdetective: Easy and accurate interactive data extraction from complex vector charts

D Masson, S Malacria, D Vogel, E Lank… - Proceedings of the 2023 …, 2023 - dl.acm.org
Extracting underlying data from rasterized charts is tedious and inaccurate; values might be
partially occluded or hard to distinguish, and the quality of the image limits the precision of …

Reviving static charts into live charts

L Ying, Y Wang, H Li, S Dou, H Zhang… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Data charts are prevalent across various fields due to their efficacy in conveying complex
data relationships. However, static charts may sometimes struggle to engage readers and …

Review of chart image detection and classification

F Bajić, J Job - International Journal on Document Analysis and …, 2023 - Springer
This paper presents a complete review of different approaches across all components of the
chart image detection and classification up to date. A set of 89 scientific papers is collected …