From Human Attention to Computational Attention

A Multidisciplinary Approach

Häftad, Engelska, 2018

AvMatei Mancas,Vincent P. Ferrera,Nicolas Riche,John G. Taylor

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This both accessible and exhaustive book will help to improve modeling of attention and to inspire innovations in industry. Those working in the field as engineers will benefit from this book’s introduction to the psychological and biological approaches to attention, and neuroscientists can learn about engineering work on attention.

Produktinformation

Utgivningsdatum2018-05-30
Mått155 x 235 x 26 mm
Vikt709 g
FormatHäftad
SpråkEngelska
SerieSpringer Series in Cognitive and Neural Systems
Antal sidor463
FörlagSpringer-Verlag New York Inc.
ISBN9781493980505

Tillhör följande kategorier

Grafik och bildbehandling inom Data och IT
Elektronik och kommunikationer inom Naturvetenskap och teknik
Biovetenskap inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT
Neurologi och klinisk neurofysiologi inom Medicin
Fysiologi inom Medicin
Systemvetenskap och AI inom Data och IT

Foreword, V. Cutsuridis.- 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