Coverart for item
The Resource From human attention to computational attention : a multidisciplinary approach, Matei Mancas, Vincent P. Ferrera, Nicolas Riche, John G. Taylor, editors, (electronic book)

From human attention to computational attention : a multidisciplinary approach, Matei Mancas, Vincent P. Ferrera, Nicolas Riche, John G. Taylor, editors, (electronic book)

Label
From human attention to computational attention : a multidisciplinary approach
Title
From human attention to computational attention
Title remainder
a multidisciplinary approach
Statement of responsibility
Matei Mancas, Vincent P. Ferrera, Nicolas Riche, John G. Taylor, editors
Contributor
Editor
Subject
Language
eng
Summary
"This both accessible and exhaustive book will help to improve modeling of attention and to inspire innovations in industry. It introduces the study of attention and focuses on attention modeling, addressing such themes as saliency models, signal detection and different types of signals, as well as real-life applications. The book is truly multi-disciplinary, collating work from psychology, neuroscience, engineering and computer science, amongst other disciplines. What is attention? We all pay attention every single moment of our lives. Attention is how the brain selects and prioritizes information. The study of attention has become incredibly complex and divided: this timely volume assists the reader by drawing together work on the computational aspects of attention from across the disciplines. 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. The work features practical reviews and chapters that are quick and easy to read, as well as chapters which present deeper, more complex knowledge. Everyone whose work relates to human perception, to image, audio and video processing will find something of value in this book, from students to researchers and those in industry"--Provided by publisher
Member of
Cataloging source
AZU
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
  • BF321
  • QP405
  • RC455.4.A85
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1931-2012
http://library.link/vocab/relatedWorkOrContributorName
  • Mancas, Matei
  • Ferrera, Vincent P.
  • Riche, Nicolas
  • Taylor, J. G.
Series statement
Springer series in cognitive and neural systems,
Series volume
volume 10
http://library.link/vocab/subjectName
  • Attention
  • Attention
  • Artificial intelligence
  • Computational neuroscience
  • Biomedicine
  • Neurosciences
  • Image Processing and Computer Vision
  • Signal, Image and Speech Processing
  • Artificial Intelligence (incl. Robotics)
  • Human Physiology
Label
From human attention to computational attention : a multidisciplinary approach, Matei Mancas, Vincent P. Ferrera, Nicolas Riche, John G. Taylor, editors, (electronic book)
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographic references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Why do computers need attention? / Matei Mancas, Vincent P. Ferrera, and Nicolas Riche -- What is attention? / Matei Mancas -- How to measure attention? / Matei Mancas and Vincent P. Ferrera -- Where: Human attention networks and their dysfunctions after brain damage / Tal Seidel Malkinson and Paolo Bartolomeo -- Attention and signal detection: a practical guide / Vincent P. Ferrera -- Effects of attention in visual cortex: linking single neuron physiology to visual detection and discrimination / Vincent P. Ferrera -- Modeling attention in engineering / Matei Mancas -- Bottom-up visual attention for still images: a global view / Fred Stentiford -- Bottom-up saliency models for still images: a practical review / Nicolas Riche and Matei Mancas -- Bottom-up saliency models for videos: a practical review / Nicolas Riche and Matei Mancas -- Databases for saliency model evaluation / Nicolas Riche -- Metrics for saliency model validation, Nicolas Riche -- Study of parameters affecting visual saliency assessment / Nicolas Riche -- Saliency model evaluation / Nicolas Riche -- Object-based attention: cognitive and computational perspectives / Anna Belardinelli -- Multimodal saliency models for videos / Antoine Coutrot and Nathalie Guyader -- Toward 3D visual saliency modeling / Leroy Julien and Nicolas Riche -- Applications of saliency models / Matei Mancas and Olivier Le Meur -- Attentive content-based image retrieval / Dounia Awad, Vincent Courboulay, and Arnaud Revel -- Saliency and attention for video quality assessment / Dubravko Culibrk -- Attentive robots / Simone Frintrop -- The future of attention models: information seeking and self-awareness / Matei Mancas, Vincent P. Ferrera, and Nicolas Riche -- Index
Control code
SPR953142316
Extent
1 online resource (viii, 463 pages)
Form of item
online
Isbn
9781493934355
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4939-3435-5
Other physical details
illustrations.
Specific material designation
remote
Label
From human attention to computational attention : a multidisciplinary approach, Matei Mancas, Vincent P. Ferrera, Nicolas Riche, John G. Taylor, editors, (electronic book)
Publication
Copyright
Bibliography note
Includes bibliographic references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Why do computers need attention? / Matei Mancas, Vincent P. Ferrera, and Nicolas Riche -- What is attention? / Matei Mancas -- How to measure attention? / Matei Mancas and Vincent P. Ferrera -- Where: Human attention networks and their dysfunctions after brain damage / Tal Seidel Malkinson and Paolo Bartolomeo -- Attention and signal detection: a practical guide / Vincent P. Ferrera -- Effects of attention in visual cortex: linking single neuron physiology to visual detection and discrimination / Vincent P. Ferrera -- Modeling attention in engineering / Matei Mancas -- Bottom-up visual attention for still images: a global view / Fred Stentiford -- Bottom-up saliency models for still images: a practical review / Nicolas Riche and Matei Mancas -- Bottom-up saliency models for videos: a practical review / Nicolas Riche and Matei Mancas -- Databases for saliency model evaluation / Nicolas Riche -- Metrics for saliency model validation, Nicolas Riche -- Study of parameters affecting visual saliency assessment / Nicolas Riche -- Saliency model evaluation / Nicolas Riche -- Object-based attention: cognitive and computational perspectives / Anna Belardinelli -- Multimodal saliency models for videos / Antoine Coutrot and Nathalie Guyader -- Toward 3D visual saliency modeling / Leroy Julien and Nicolas Riche -- Applications of saliency models / Matei Mancas and Olivier Le Meur -- Attentive content-based image retrieval / Dounia Awad, Vincent Courboulay, and Arnaud Revel -- Saliency and attention for video quality assessment / Dubravko Culibrk -- Attentive robots / Simone Frintrop -- The future of attention models: information seeking and self-awareness / Matei Mancas, Vincent P. Ferrera, and Nicolas Riche -- Index
Control code
SPR953142316
Extent
1 online resource (viii, 463 pages)
Form of item
online
Isbn
9781493934355
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4939-3435-5
Other physical details
illustrations.
Specific material designation
remote

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