From Human Attention to Computational Attention
Gebundenes Buch

From Human Attention to Computational Attention

A Multidisciplinary Approach

Herausgegeben: Mancas, Matei; Ferrera, Vincent P.; Coutrot, Antoine
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The new edition of this popular book introduces the study of attention, focusing on attention modeling, and addressing such themes as saliency models, signal detection, and different types of signals, including real-life applications. The first edition was written at a moment when the Deep Learning Neural Network (DNNs) techniques were just at their beginnings in terms of attention. Deep learning has recently become a key factor in attention prediction on images and video, and attention mechanisms have become key factors in deep learning models. The second edition tackles the arrival of DNNs f...