Ai4vis: Survey on artificial intelligence approaches for data visualization
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 …
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 …
communication easier, they contain tables, charts and images. However, it excludes a …
Chartocr: Data extraction from charts images via a deep hybrid framework
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 …
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
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 …
inaccessible to visually impaired users. We propose a deep‐neural‐network‐based …
Chartsense: Interactive data extraction from chart images
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 …
research papers, or presentation slides. When the underlying data is not available, it is …
Chart mining: A survey of methods for automated chart analysis
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 …
format that facilitates comprehension. There have been many studies dedicated to chart …
Chartreader: A unified framework for chart derendering and comprehension without heuristic rules
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 …
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
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 …
partially occluded or hard to distinguish, and the quality of the image limits the precision of …
Reviving static charts into live charts
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 …
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 …
chart image detection and classification up to date. A set of 89 scientific papers is collected …