InfographicVQA

• Published in: Proceedings / IEEE Workshop on Applications of Computer Vision pp. 2582 - 2591
• Main Authors: Mathew, Minesh, Bagal, Viraj, Tito, Ruben, Karatzas, Dimosthenis, Valveny, Ernest, Jawahar, C. V.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2022
• Subjects: Benchmark testing; Brain modeling; Computational modeling; Computer vision; Data visualization; Document Analysis Datasets; Evaluation and Comparison of Vision Algorithms; Vision and Languages; Layout; Visualization

Infographics communicate information using a combination of textual, graphical and visual elements. This work explores the automatic understanding of infographic images by using a Visual Question Answering technique. To this end, we present InfographicVQA, a new dataset comprising a diverse collecti...