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From Human Attention to Computational Attention A Multidisciplinary Approach /

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...

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Bibliografske podrobnosti
Korporativna značnica: SpringerLink (Online service)
Drugi avtorji: Mancas, Matei (Editor), Ferrera, Vincent P. (Editor), Coutrot, Antoine (Editor)
Format: Elektronski eKnjiga
Jezik:angleščina
Izdano: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Izdaja:2nd ed. 2025.
Teme:
Neurosciences.
Computer vision.
Signal processing.
Artificial intelligence.
Computational neuroscience.
Neuroscience.
Computer Vision.
Signal, Speech and Image Processing.
Artificial Intelligence.
Computational Neuroscience.
Online dostop:https://doi.org/10.1007/978-3-031-84300-6
Oznake: Označite
Brez oznak, prvi označite!
Kazalo:
  • 1 Why modeling attention in computers?, M. Mancas, V. Ferrera, N. Riche
  • 2 What is attention?, M. Mancas
  • 3 How to measure attention?, M. Mancas, V. Ferrera
  • 4 Where: Human attention networks and their dysfunctions after brain damage, T. Seidel Malkinson, P. Bartolomeo
  • 5 Attention and Signal Detection: A Practical Guide, V. Ferrera
  • 6 Effects of Attention in Visual Cortex: Linking Single Neuron Physiology to Visual Detection and Discrimination, V. Ferrera
  • 7 Modeling attention in engineering, M. Mancas
  • 8 Bottom-Up Visual Attention for Still Images: a Global View, F. Stentiford
  • 9 Bottom-up saliency models for still images: a practical review, N. Riche and M. Mancas
  • 10 Bottom-up saliency models for videos: a practical review, N. Riche and M. Mancas
  • 11 Databases for saliency models evaluation, N. Riche
  • 12 Metrics for saliency models validation, N. Riche
  • 13 Study of parameters affecting visual saliency assessment, N. Riche
  • 14 Saliency models evaluation, N. Riche
  • 15 Object-based Attention: cognitive and computational perspectives, A. Belardinelli
  • 16 Multimodal saliency models for videos, Antoine Coutrot, Nathalie Guyader
  • 17 Towards 3D visual saliency modelling, J. Leroy, N. Riche
  • 18 Applications of saliency models, M. Mancas, O. Le Meur
  • 19 Attentive Content-Based Image Retrieval, D. Awad, V. Courboulay, A. Revel
  • 20 Saliency and Attention for Video Quality Assessment, D. Culibrk
  • 21 Attentive Robots, S. Frintrop
  • 22 Attention modeling: what are the next steps?, M. Mancas, V. Ferrera, N. Riche
  • Index.

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