Eye Tracking

Eye Tracking

Author: Kenneth Holmqvist

Publisher: OUP Oxford

Published: 2011-09-22

Total Pages: 793

ISBN-13: 0191625426

DOWNLOAD EBOOK

We make 3-5 eye movements per second, and these movements are crucial in helping us deal with the vast amounts of information we encounter in our everyday lives. In recent years, thanks to the development of eye tracking technology, there has been a growing interest in monitoring and measuring these movements, with a view to understanding how we attend to and process the visual information we encounter Eye tracking as a research tool is now more accessible than ever, and is growing in popularity amongst researchers from a whole host of different disciplines. Usability analysts, sports scientists, cognitive psychologists, reading researchers, psycholinguists, neurophysiologists, electrical engineers, and others, all have a vested interest in eye tracking for different reasons. The ability to record eye-movements has helped advance our science and led to technological innovations. However, the growth of eye tracking in recent years has also presented a variety of challenges - in particular the issue of how to design an eye-tracking experiment, and how to analyse the data. This book is a much needed comprehensive handbook of eye tracking methodology. It describes how to evaluate and acquire an eye-tracker, how to plan and design an eye tracking study, and how to record and analyse eye-movement data. Besides technical details and theory, the heart of this book revolves around practicality - how raw data samples are converted into fixations and saccades using event detection algorithms, how the different representations of eye movement data are calculated using AOIs, heat maps and scanpaths, and how all the measures of eye movements relate to these processes. Part I presents the technology and skills needed to perform high-quality research with eye-trackers. Part II covers the predominant methods applied to the data which eye-trackers record. These include the parsing of raw sample data into oculomotor events, and how to calculate other representations of eye movements such as heat maps and transition matrices. Part III gives a comprehensive outline of the measures which can be calculated using the events and representations described in Part II. This is a taxonomy of the measures available to eye-tracking researchers, sorted by type of movement of the eyes and type of analysis. For anyone in the sciences considering conducting research involving eye-tracking, this book will be an essential reference work.


Privacy and Identity Management. Data for Better Living: AI and Privacy

Privacy and Identity Management. Data for Better Living: AI and Privacy

Author: Michael Friedewald

Publisher: Springer

Published: 2020-05-05

Total Pages: 480

ISBN-13: 9783030425036

DOWNLOAD EBOOK

This book contains selected papers presented at the 14th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School on Privacy and Identity Management, held in Windisch, Switzerland, in August 2019. The 22 full papers included in this volume were carefully reviewed and selected from 31 submissions. Also included are reviewed papers summarizing the results of workshops and tutorials that were held at the Summer School as well as papers contributed by several of the invited speakers. The papers combine interdisciplinary approaches to bring together a host of perspectives, which are reflected in the topical sections: language and privacy; law, ethics and AI; biometrics and privacy; tools supporting data protection compliance; privacy classification and security assessment; privacy enhancing technologies in specific contexts. The chapters "What Does Your Gaze Reveal About You? On the Privacy Implications of Eye Tracking" and "Privacy Implications of Voice and Speech Analysis - Information Disclosure by Inference" are open access under a CC BY 4.0 license at link.springer.com.


Eye Tracking Methodology

Eye Tracking Methodology

Author: Andrew Duchowski

Publisher: Springer Science & Business Media

Published: 2007-09-14

Total Pages: 336

ISBN-13: 1846286093

DOWNLOAD EBOOK

Despite the availability of cheap, fast, accurate and usable eye trackers, there is little information available on how to develop, implement and use these systems. This 2nd edition of the successful guide contains significant additional material on the topic and aims to fill that gap in the market by providing an accessible and comprehensive introduction. Additional key features of the 2nd edition include: Technical description of new (state-of-the-art) eye tracking technology; a complete whole new section describing experimental methodology including experimental design, empirical guidelines, and five case studies; and survey material regarding recent research publications.


Eye Tracking for Visual Marketing

Eye Tracking for Visual Marketing

Author: Michel Wedel

Publisher: Now Publishers Inc

Published: 2008

Total Pages: 105

ISBN-13: 1601981546

DOWNLOAD EBOOK

Eye-Tracking for Visual Marketing examines the structure of the eye, the visual brain, eye-movements, and methods for recording and analyzing them. It describes the authors' theory and reviews eye-tracking applications in marketing based on this theory.


Perception as Bayesian Inference

Perception as Bayesian Inference

Author: David C. Knill

Publisher: Cambridge University Press

Published: 1996-09-13

Total Pages: 530

ISBN-13: 1316582523

DOWNLOAD EBOOK

Bayesian probability theory has emerged not only as a powerful tool for building computational theories of vision, but also as a general paradigm for studying human visual perception. This 1996 book provides an introduction to and critical analysis of the Bayesian paradigm. Leading researchers in computer vision and experimental vision science describe general theoretical frameworks for modelling vision, detailed applications to specific problems and implications for experimental studies of human perception. The book provides a dialogue between different perspectives both within chapters, which draw on insights from experimental and computational work, and between chapters, through commentaries written by the contributors on each others' work. Students and researchers in cognitive and visual science will find much to interest them in this thought-provoking collection.


Eye Movements in Reading

Eye Movements in Reading

Author: Keith Rayner

Publisher: Elsevier

Published: 2012-12-02

Total Pages: 552

ISBN-13: 0323146287

DOWNLOAD EBOOK

Eye Movements in Reading: Perceptual and Language Processes focuses on eye movement and cognitive processes as a way to study the reading process. This book also discusses the different aspects of reading. Organized into seven parts encompassing 26 chapters, this book begins with a discussion on the perceptual and psychophysical factors essential to eye movement during reading. This book then explains how some psychophysical factors, such as type size and masking, affect the reading performance. Other chapters consider the role of transient and sustained cells, as well as their possible effects on reading. This text also examines the size of the perceptual span in reading and the integration of information across eye movement. Finally, this book explains the eye movement abnormalities, general eye movement parameters, and the cognitive processes within the reading disabled group. This book is a valuable resource to optometrists, scientists, field researchers, and readers who are interested in the reading process.


The Interface of Language, Vision, and Action

The Interface of Language, Vision, and Action

Author: John Henderson

Publisher: Psychology Press

Published: 2013-05-24

Total Pages: 462

ISBN-13: 1135432406

DOWNLOAD EBOOK

This book brings together chapters from investigators on the leading edge on this new research area to explore on the leading edge on this new research area to explore common theoretical issues, empirical findings, technical problems, and outstanding questions. This book will serve as a blueprint for work on the interface of vision, language, and action over the next five to ten years.


Active Inference

Active Inference

Author: Thomas Parr

Publisher: MIT Press

Published: 2022-03-29

Total Pages: 313

ISBN-13: 0262362287

DOWNLOAD EBOOK

The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines. Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains. Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.