Eye Tracking and Visualization
Foundations, Techniques, and Applications. ETVIS 2015
Published on 20. January 2017
XII, 258 pages
978-3-319-47024-5 (ISBN)
Description
This book discusses research, methods, and recent developments in the interdisciplinary field that spans research in visualization, eye tracking, human-computer interaction, and psychology. It presents extended versions of papers from the First Workshop on Eye Tracking and Visualization (ETVIS), which was organized as a workshop of the IEEE VIS Conference 2015. Topics include visualization and visual analytics of eye-tracking data, metrics and cognitive models, eye-tracking experiments in the context of visualization interfaces, and eye tracking in 3D and immersive environments. The extended ETVIS papers are complemented by a chapter offering an overview of visualization approaches for analyzing eye-tracking data and a chapter that discusses electrooculography (EOG) as an alternative of acquiring information about eye movements. Covering scientific visualization, information visualization, and visual analytics, this book is a valuable resource for eye-tracking researchers within the visualization community.
More details
Series
Edition
1st ed. 2017
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XII, 258 p. 123 illus., 105 illus. in color.
File size
10,49 MB
ISBN-13
978-3-319-47024-5 (9783319470245)
DOI
10.1007/978-3-319-47024-5
Schweitzer Classification
Other editions
Additional editions
Michael Burch | Lewis Chuang | Brian Fisher
Eye Tracking and Visualization
Foundations, Techniques, and Applications. ETVIS 2015
Book
02/2017
Springer
€181.89
Shipment within 10-15 days
Content
- Intro
- Preface
- ETVIS Workshop
- Review Process
- Organization of this Book
- Acknowledgements
- Reviewers and Members of the International Program Committee
- Contents
- Part I Visualization, Visual Analytics, and User Interfaces
- A Task-Based View on the Visual Analysis of Eye-Tracking Data
- 1 Introduction
- 2 The Eye-Tracking Visualization Pipeline
- 2.1 Data Acquisition
- 2.2 Processing and Annotation
- 2.3 Mapping
- 2.4 Interpretation
- 2.5 Gaining Insight
- 3 Categorization of Analysis Tasks
- 3.1 Where? - Space-Based Tasks
- 3.2 When? - Time-Based Tasks
- 3.3 Who? - Participant-Based Tasks
- 3.4 Compare
- 3.5 Relate
- 3.6 Detect
- 4 Example
- 5 Conclusion
- References
- Interactive Visualization for Understanding of Attention Patterns
- 1 Introduction
- 2 Understanding Emotion Regulation Strategies
- 2.1 The Study
- 3 Related Work
- 4 Glyph Visualization
- 4.1 Data Abstraction
- 4.2 State Graph
- 4.3 Sequence Graph
- 4.4 Visual Coordination: Synchronized Highlighting
- 5 Results
- 5.1 Comparison of Participants in Different Age Groups
- 5.2 Comparison of Participants in Different Conditioned Groups
- 5.3 Suggestions
- 6 Conclusion
- References
- The VERP Explorer: A Tool for Exploring Eye Movements of Visual-Cognitive Tasks Using Recurrence Plots
- 1 Introduction
- 1.1 Visualizing Eye Movements
- 1.2 Recurrence Plots
- 2 Design of the VERP Explorer
- 2.1 Heat Maps, Focus Maps, and Scatter Plots
- 2.2 Scan Paths
- 2.2.1 Identifying Fixations and Saccades
- 2.3 Alpha Patches
- 2.4 Interaction Techniques
- 3 Illustration of Use: Visual Search in Emergency Medical Checklists
- 3.1 Comparing Two Checklist Formats
- 4 Discussion and Conclusion
- References
- Gaze Visualization for Immersive Video
- 1 Introduction
- 2 Related Work
- 3 Workflow and Visualizations
- 4 Results
- 4.1 Video: RAFTING
- 4.2 Video: UM MENINO
- 5 Conclusion and Future Work
- References
- Capturing You Watching You: Characterizing Visual-Motor Dynamics in Touchscreen Interactions
- 1 Introduction
- 2 Visual-Motor Analytics Approach
- 2.1 Sample Visual-Motor Interaction Data
- 2.2 Equipment and Software
- 3 Modular Visualization Gauges
- 4 Modeling Visual-Motor Dynamics
- 5 Future Directions
- References
- Visualizing Eye Movements in Formal Cognitive Models
- 1 Introduction
- 2 Our Visualization Task
- 3 Adaptive Control of Thought-Rational (ACT-R)
- 4 Visual Analytics Dashboard
- 5 Virtual Embodiment of Model Eye Movements
- 6 Visualizing Eye Movements Strategies
- 7 Conclusion
- 7.1 Limitations
- 7.2 Future Work
- References
- Word-Sized Eye-Tracking Visualizations
- 1 Introduction
- 2 Related Work
- 3 Setting
- 4 The Design Space of Word-Sized Eye-Tracking Visualizations
- 4.1 Point-Based Visualizations
- 4.2 AOI-Based Visualizations
- 4.3 Combination and Extension
- 5 Prototype Implementation
- 6 Application Example
- 7 Discussion
- 8 Conclusion and Future Work
- References
- GazeGIS: A Gaze-Based Reading and Dynamic Geographic Information System
- 1 Introduction
- 2 Related Work
- 2.1 Geoparsing
- 2.2 Eye Tracking
- 3 GazeGIS Design and Implementation
- 3.1 Hardware
- 3.2 Software
- 3.3 Gaze Interaction
- 4 User Study
- 4.1 User Preference Evaluation
- 4.2 Gaze Patterns
- 4.3 Discussion
- 5 Intelligence Report Application
- 6 Extending GazeGIS
- 7 Conclusions
- References
- Part II Data and Metrics
- Unsupervised Clustering of EOG as a Viable Substitute for Optical Eye Tracking
- 1 Introduction
- 2 Methods
- 2.1 Dataset
- 2.1.1 Participants
- 2.1.2 Stimuli and Apparatus
- 2.1.3 Experimental Design and Procedure
- 2.2 Optical Eye Tracking
- 2.3 EOG-Based Eye Tracking
- 2.3.1 Preprocessing of EOG Data
- 2.3.2 Method 1: DB-Full
- 2.3.3 Method 2: GMM-Fix
- 2.4 Performance Measures
- 3 Results
- 3.1 Data Loss
- 3.2 Tracking Quality
- 3.2.1 Performance Scores of Recorded Sequences
- 3.2.2 Comparison of Recorded Sequences
- 4 Discussion and Outlook
- References
- Accuracy of Monocular Gaze Tracking on 3D Geometry
- 1 Introduction
- 2 Related Work
- 3 From 3D Positions to Pupil Coordinates
- 3.1 From Local 3D Positions to World-Camera Coordinates
- 3.2 From World Camera Coordinates to Pupil Positions
- 3.3 From Pupil Positions to View Cones
- 4 From Pupil Coordinates to Locations on an Object
- 4.1 Spatial Partitioning Tree
- 4.2 Implementation
- 5 Experiments
- 5.1 Accuracy of Calibration and Gaze Direction Estimation
- 5.2 Accuracy of 3D Gaze Position
- 6 Discussion
- References
- 3D Saliency from Eye Tracking with Tomography
- 1 Introduction
- 2 Related Work
- 3 Saliency Information Acquisition
- 4 Saliency Volume Construction
- 5 Experiment
- 6 Discussion
- References
- Visual Data Cleansing of Low-Level Eye-Tracking Data
- 1 Introduction
- 2 Related Work
- 3 Experiment Workflow
- 4 Modeling Uncertainty in Eye-Tracking Data
- 4.1 Background
- 4.2 Gaze Data
- 4.3 Signal and Event Data
- 5 Cleansing Technique
- 6 Visualization Technique
- 6.1 Stereo Plot
- 6.2 Space-Time Cube
- 7 Implementation
- 8 Case Study
- 9 Conclusion and Future Work
- References
- Visualizing Dynamic Ambient/Focal Attention with Coefficient K
- 1 Introduction
- 2 Background
- 3 Empirical Validation
- 3.1 Color Map Selection
- 4 Application
- 5 Aggregate Visualization
- 5.1 Empirical Validation Revisited
- 6 User Study
- 6.1 Discussion & Study Limitations
- 7 Conclusions
- References
- Eye Fixation Metrics for Large Scale Evaluation and Comparison of Information Visualizations
- 1 Introduction
- 2 Methods
- 2.1 Visualization Data
- 2.2 Eye-tracking Experiments
- 2.3 Metrics and Visualizations
- 3 Analyses
- 3.1 Summary Fixation Measurements
- 3.2 AOI Fixation Measurements
- 3.3 Coverage
- 3.4 Inter-observer Consistency
- 4 Conclusion
- Appendix
- References
- Index
