Text Activation Map Modeling on Information Visualisations
Description:Previous methods use data-driven fashion to model element-level saliency? In this project, you should devise an attention-driven saliency model on information visualisations, and evaluate your model by comparing your results with state-of-the-art saliency methods.
Distribution:20% Literature, 60% Implementation, 20% Analysis and Evaluation
Requirements:Experience with PyTorch / Tensorflow.
Literature: Laura E. Matzen, Michael J. Haass, Kristin M. Divis, Zhiyuan Wang and Andrew T. Wilson. 2018. Data Visualization Saliency Model: A Tool for Evaluating Abstract Data Visualizations. IEEE Transactions on Visualization and Computer Graphics, 24:1.
Yao Wang, Mihai Bâce, and Andreas Bulling. Scanpath prediction on Information Visualisations. 2023. EEE Transactions on Visualization and Computer Graphics (TVCG), p. 1-12.