Towards accessible chart visualizations for the non-visuals: Research, applications and gaps

M Singh, MS Kanroo, HS Kawoosa, P Goyal - Computer science review, 2023 - Elsevier
Abstract Chart Visualizations (CharVis) such as charts/plots and diagrams are commonly
used in documents for representing the underlying quantitative information. However, the …

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 …

From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures

J Huang, H Chen, F Yu, W Lu - ACM Computing Surveys, 2024 - dl.acm.org
Tables and figures are usually used to present information in a structured and visual way in
scientific documents. Understanding the tables and figures in scientific documents is …

Scatteract: Automated extraction of data from scatter plots

M Cliche, D Rosenberg, D Madeka, C Yee - Machine Learning and …, 2017 - Springer
Charts are an excellent way to convey patterns and trends in data, but they do not facilitate
further modeling of the data or close inspection of individual data points. We present a fully …

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 …

Evaluation of convolutional neural network architectures for chart image classification

P Chagas, R Akiyama, A Meiguins… - … Joint Conference on …, 2018 - ieeexplore.ieee.org
Many information visualization techniques map abstract data into visual representations to
present the underlying information in a more understandable way. However, when data is …

Data extraction of circular-shaped and grid-like chart images

F Bajić, J Job - Journal of imaging, 2022 - mdpi.com
Chart data extraction is a crucial research field in recovering information from chart images.
With the recent rise in image processing and computer vision algorithms, researchers …

A real-world approach on the problem of chart recognition using classification, detection and perspective correction

T Araújo, P Chagas, J Alves, C Santos, B Sousa Santos… - Sensors, 2020 - mdpi.com
Data charts are widely used in our daily lives, being present in regular media, such as
newspapers, magazines, web pages, books, and many others. In general, a well …

Review of chart recognition in document images

Y Liu, X Lu, Y Qin, Z Tang, J Xu - Visualization and Data …, 2013 - spiedigitallibrary.org
As an effective information transmitting way, chart is widely used to represent scientific
statistics datum in books, research papers, newspapers etc. Though textual information is …

Automated analysis of line plots in documents

RR Nair, N Sankaran, I Nwogu… - … on document analysis …, 2015 - ieeexplore.ieee.org
Information graphics, such as graphs and plots, are used in technical documents to convey
information to humans and to facilitate greater understanding. Usually, graphics are a key …