Computational and Cognitive Neuroscience o...

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Beschreibung

Despite a plethora of scientific literature devoted to vision research and the trend toward integrative research, the borders between disciplines remain a practical difficulty. To address this problem, this book provides a systematic and comprehensive overview of vision from various perspectives, ranging from neuroscience to cognition, and from computational principles to engineering developments. It is written by leading international researchers in the field, with an emphasis on linking multiple disciplines and the impact such synergy can lead to in terms of both scientific breakthroughs and technology innovations. It is aimed at active researchers and interested scientists and engineers in related fields.

Über den Autor

Dr. Catherine Qi Zhao is an assistant professor in the Department of Computer Science and Engineering at the University of Minnesota, Twin Cities. She obtained her Ph.D. from the University of California, Santa Cruz, followed by postdoctoral training at the California Institute of Technology. Prior to joining the University of Minnesota, she was an assistant professor in the Department of Electrical and Computer Engineering and the Department of Ophthalmology at the National University of Singapore, and the principal investigator at the Visual Information Processing Lab. Her main research interests include computational vision, machine learning, cognitive neuroscience, and mental disorders.

Zusammenfassung

Provides a systematic and comprehensive overview of vision from various perspectives

Addresses the barrier between vision research and integrative research on cognition

Links multiple visual cognition disciplines and highlights the impact this can have on technological innovations

Written by leading experts in the field

Includes supplementary material: [...]

Inhaltsverzeichnis

Neural basis of vision.- Organization of visual pathway.- Retinal mechanisms, processes, and computation.- Perceptual organization and interpretation.- Social factors of vision.- Dynamics of visual perception.- Visual illusions.- Visual disorders.- Neural basis and theory of consciousness.- Attention and cognition: biological principles and computational models.- Object recognition: biological principles and computational models.- Overview of artificial vision.- Development of robot vision.- Retinal implants.- Diagnostic sensors for visual disorders.- Cross-modal plasticity.- Vision, action, and planning.- Applications.

Details

Erscheinungsjahr:	2016
Fachbereich:	Technik allgemein
Genre:	Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Reihe:	Cognitive Science and Technology
Inhalt:	vii 315 S. 14 s/w Illustr. 71 farbige Illustr. 315 p. 85 illus. 71 illus. in color.
ISBN-13:	9789811002113
ISBN-10:	9811002118
Sprache:	Englisch
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Redaktion:	Zhao, Qi
Herausgeber:	Qi Zhao
Auflage:	1st ed. 2017
Hersteller:	Springer Singapore Springer Nature Singapore Cognitive Science and Technology
Maße:	241 x 160 x 24 mm
Von/Mit:	Qi Zhao
Erscheinungsdatum:	11.10.2016
Gewicht:	0,653 kg

Artikel-ID: 104148383