FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity

  Dario Zanca (1,2), Valeria Serchi (3), Pietro Piu (3), Francesca Rosini (3,4), Alessandra Rufa (3,4) (1) Department of Information Engineering, University of Florence, Florence, Italy (2) Department of Information Engineering and Mathematics, University of Siena, Siena, Italy (3) Eye-tracking and Visual Application Lab (EVALab), Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, […]

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Neural Networks for Beginners. A fast implementation in Matlab, Torch, TensorFlow

Francesco Giannini (1), Vincenzo Laveglia (1,2), Alessandro Rossi (1,3), Dario Zanca (1,2), Andrea Zugarini (1) (1) DIISM, University of Siena, Siena, Italy (2) DINFO, University of Florence, Florence, Italy (3)¬†Fondazione Bruno Kessler, Trento, Italy Abstract An introduction to some Machine Learning tools within the most common development environments. It mainly focuses on practical problems, skipping […]

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EYMOL: Variational Laws of Visual Attention for Dynamic Scenes

Dario Zanca (1,2), Marco Gori (2) (1) DINFO, University of Florence (2) DIISM, University of Siena Part of: Advances in Neural Information Processing Systems 30 (NIPS 2017) Abstract Computational models of visual attention are at the crossroad of disciplines like cognitive science, computational neuroscience, and computer vision. In this project we propose a model of […]

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