• Kylie M. Gomes and Sara L. Riggs. 2017. Analyzing Visual Search Techniques using Eye Tracking for a Computerized Provider Order Entry (CPOE) Task. In Proceedings of the Human Factors and Ergonomics Society (HFES '17). HFES, Austin, TX, Oct.9-13, 2017.

• Darrell S. Best and Andrew T. Duchowski. 2016. A rotary dial for gaze-based PIN entry. In Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA '16). ACM, New York, NY, USA, 69-76. DOI=10.1145/2857491.2857527

• Jacob O. Wobbrock, James Rubinstein, Michael W. Sawyer, and Andrew T. Duchowski. 2008. Longitudinal evaluation of discrete consecutive gaze gestures for text entry. In Proceedings of the 2008 symposium on Eye tracking research & applications (ETRA '08). ACM, New York, NY, USA, 11-18. DOI=10.1145/1344471.1344475

• Andrew T. Duchowski, David Bate, Paris Stringfellow, Kaveri Thakur, Brian J. Melloy, and Anand K. Gramopadhye. 2009. On spatiochromatic visual sensitivity and peripheral color LOD management. ACM Trans. Appl. Percept. 6, 2, Article 9 (March 2009), 18 pages. DOI=10.1145/1498700.1498703

• ``Mobile Phone Use in a Driving Simulation Task: Differences in Eye Movements'', in Vision Sciences Society (Session: Eye Movement Effects on Perception and Action), May 6-10, 2006, Sarasota, FL, VSS.

• John Heminghous and Andrew T. Duchowski, ``iComp: A Tool for Scanpath Visualization and Comparison'', in Applied Perception in Graphics and Visualization (APGV), July 28-30, 2006, Boston, MA, ACM.

• Jennifer Pappas, Stephanie Fishel, Jason Moss, Jacob Hicks, and Teri Leech, ``An Eye-Tracking Approach to Inattentional Blindness'', in Proceedings of the Human Factors and Ergonomics Society, September 26-30, 2005, Orlando, FL, HFES.

• Rachana Rele and Andrew Duchowski, ``Using Eye Tracking to Evaluate Alternative Search Results Interfaces'', in Proceedings of the Human Factors and Ergonomics Society, September 26-30, 2005, Orlando, FL,

• Michael Ashmore, Andrew T. Duchowski, and Garth Shoemaker, ``Efficient Eye Pointing with a Fisheye Lens'', in Proceedings of Graphics Interface, May 9-11, 2005, Victoria, BC, Canada, CHCCS.

• D. Vembar, N. Iyengar, A. Duchowski, K. Clark, J. Hewitt, and K. Pauls, ``Effect of visual cues on human performance in navigating through a virtual maze'', in Proceedings of Eurographics Symposium on Virtual Environments, June 8-9, 2004, Grenoble, France, EuroGraphics.

1. Introduction
2. Course overview
3. Grading scheme

• CPSC 412 intro

Gazepoint demo (McAdams 110B)

1. Starker, India, and Bolt, Richard A., A Gaze-Responsive Self-Disclosing Display, in CHI'90 Proceedings, ACM, New York, NY, 1990.
2. Jacob, Robert J. K., What You Look At Is What You Get: Eye Movement-Based Interaction Techniques, in CHI'90 Proceedings, ACM, New York, NY, 1990.
3. Vertegaal, Roel, The GAZE Groupware System: Mediating Joint Attention in Multiparty Communication and Collaboration, in CHI'99 Proceedings, ACM, New York, NY, 1999.
4. Zhai, S., Morimoto, C., and Ihde, Steven, Manual and Gaze Input Cascaded (MAGIC) Pointing, in CHI'99 Proceedings, ACM, New York, NY, 1999.
5. Byrne, Michael D., Anderson, John R., Douglass, Scott, and Matessa, Michael, Eye Tracking the Visual Search of Click-Down Menus, in CHI'99 Proceedings, ACM, New York, NY, 1999.

1. Jeff B. Pelz, Roxanne Canosa, Jason Babcock, Extended Tasks Elicit Complex Eye Movement Patterns in Proceedings of the Eye Tracking Research & Applications Symposium (ETRA), ACM, New York, NY, 2000.
2. Paivi Majaranta and Kari-Jouko Raiha, Twenty Years of Eye Typing: Systems and Design Issues, in Proceedings of the Eye Tracking Research & Applications Symposium (ETRA), New Orleans, LA, 2002, ACM.
3. David S. Wooding, Fixation Maps: Quantifying Eye-Movement Traces, in Proceedings of the Eye Tracking Research & Applications Symposium (ETRA), New Orleans, LA, 2002, ACM.
4. Benjamin Law, M. Stell Atkins, A. E., Kirkpatrick, Alan J. Lomax, and Christine L. Mackenzie, Eye Gaze Patterns Differentiate Novice and Experts in a Virtual Laparaoscopic Surgery Training Environment, in Proceedings of the Eye Tracking Research & Applications Symposium (ETRA), San Antonio, TX, 2004, ACM.

1. Cutrell, E. and Guan, Z. What are you looking for?: an eye-tracking study of information usage in web search. In Proceedings of the SIGCHI conference on Human factors in computing systems (CHI '07). 2007, ACM, New York, NY, 407-416.

IRB Forms and Documents

• Expedited Review Application form
• Appendix (eye tracker type)
• Samplie Stimuli
• Informational Letter
• Script (what you will tell participants when they enter the lab)
• Recruitment email
• Recruitment flyer (if applicable)

Supplemental materials:

• Scott MacKenzie's CHI course notes

Supplemental files:

Makefile excel2csv.py speed.R wpm.R excel/EntryTimes.csv excel/WPM.csv Or, whole thing as zip file: R.zip

Gaze Analytics Pipeline

Relevant papers:

Andrew T. Duchowski, Sabarish V. Babu, Jeff Bertrand, and Krzysztof Krejtz, ``Gaze Analytics Pipeline for Unity 3D Integration: Signal Filtering and Analysis'', in Proceedings of the 2nd International Workshop on Eye Tracking for Spatial Research (ET4S), September 23, 2014, Vienna, Austira. Andrew D. Ouzts and Andrew T. Duchowski. 2012. Comparison of eye movement metrics recorded at different sampling rates. In Proceedings of the Symposium on Eye Tracking Research and Applications (ETRA '12), Stephen N. Spencer (Ed.). ACM, New York, NY, USA, 321-324. DOI=10.1145/2168556.2168626

Relevant texts:

Recursive Digital Filters: A Concise Guide

Supplemental files:

Makefile bw.py filter.py fixation.py graph.py grid.py plotter.py point.py scanpath.py sg.py xmlpp.py

Supplemental materials:

• CPSC 412 filtering

Supplemental materials:

• demo-gazept.zip

• SIGGRAPH Instructions for Authors (learning LaTeX is highly recommended)
• read the acmart.cls manual
• use \documentclass[sigconf]{acmart} to format your document for most of SIGGRAPH conferences, including ETRA
• use \documentclass[sigconf,review,anonymous]{acmart} to see what the paper would look like anonymized for double-blind peer-review

1. gazept.zip

Gazepoint Demo v2.0

1. gazept.zip

Book chapters:

1. Chp.04: Taxonomy of Eye Movements
2. Chp.12: Eye Movement Analysis

1. paper1.pdf
2. paper2.pdf
3. paper3.pdf
4. paper4.pdf (late addition)

1. Chp.01: Visual Attention—Part I
2. Chp.01: Visual Attention—Part II

1. Chp.02: Neurological Substrate of the HVS (The Eye)
2. Chp.02: Neurological Substrate of the HVS (The Retina, The Optic Tract; The Occipital Cortex; Visual Pathways)
3. Chp.03: Visual Psychophysics (Spatial Vision; Temporal Vision; Color Vision)

• Sections 17.4—17.9
• Sections 18.1—18.4
• Sections 20.1—20.3

1. Reading: importance of eye movements in reading (vs. tachistoscopic studies)
2. Scene perception: compare and contrast scene perception vs. reading
3. Visual search: what is the consensus view of visual search, e.g., how does vision work in this task? Is performance task-dependent?
4. Natural tasks: in what kinds of tasks have eye movements been recorded? What has been learned?
5. Aviation: Where do pilots look? Why is it important?
6. Driving: Where do drivers look?
7. Visual inspection: what are the important eye movement metrics to record in this task?
8. HCI: What's the difference between diganostic and interactive uses of eye trackers, i.e., how differently must the system respond?
9. Gaze-Contingent Displays: What's the difference between the two different approaches (screen-based and model-based)?

• Anna Maria Feit, Shane Williams, Arturo Toledo, Ann Paradiso, Harish Kulkarni, Shaun Kane, and Meredith Ringel Morris. 2017. Toward Everyday Gaze Input: Accuracy and Precision of Eye Tracking and Implications for Design. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 1118-1130.

• Cristina Zaga, Roelof A.J. de Vries, Jamy Li, Khiet P. Truong, and Vanessa Evers. 2017. A Simple Nod of the Head: The Effect of Minimal Robot Movements on Children's Perception of a Low-Anthropomorphic Robot. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 336-341.

• Thiago Santini, Wolfgang Fuhl, and Enkelejda Kasneci. 2017. CalibMe: Fast and Unsupervised Eye Tracker Calibration for Gaze-Based Pervasive Human-Computer Interaction. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 2594-2605.

• Arturo Deza, Jeffrey R. Peters, Grant S. Taylor, Amit Surana, and Miguel P. Eckstein. 2017. Attention Allocation Aid for Visual Search. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 220-231.

• Xiaoyi Zhang, Harish Kulkarni, and Meredith Ringel Morris. 2017. Smartphone-Based Gaze Gesture Communication for People with Motor Disabilities. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 2878-2889.

• Michael Xuelin Huang, Jiajia Li, Grace Ngai, and Hong Va Leong. 2017. ScreenGlint: Practical, In-situ Gaze Estimation on Smartphones. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 2546-2557.

• Martez E. Mott, Shane Williams, Jacob O. Wobbrock, and Meredith Ringel Morris. 2017. Improving Dwell-Based Gaze Typing with Dynamic, Cascading Dwell Times. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 2558-2570.

• Sean Andrist, Michael Gleicher, and Bilge Mutlu. 2017. Looking Coordinated: Bidirectional Gaze Mechanisms for Collaborative Interaction with Virtual Characters. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 2571-2582.

• Jakob Karolus, Paweł W. Wozniak, Lewis L. Chuang, and Albrecht Schmidt. 2017. Robust Gaze Features for Enabling Language Proficiency Awareness. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 2998-3010.

• Yu Ding, Yuting Zhang, Meihua Xiao, and Zhigang Deng. 2017. A Multifaceted Study on Eye Contact based Speaker Identification in Three-party Conversations. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 3011-3021.

• Howell Istance and Aulikki I. Hyrskykari. 2017. Supporting Making Fixations and the Effect on Gaze Gesture Performance. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 3022-3033.

• Simon Schenk, Marc Dreiser, Gerhard Rigoll, and Michael Dorr. 2017. GazeEverywhere: Enabling Gaze-only User Interaction on an Unmodified Desktop PC in Everyday Scenarios. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 3034-3044.

Student Evaluations (online)

Meet in 110B for a short experiment.

Download: reading-faces.zip

When filling in demographic information, use "US" as the session.
You will be assigned a participant number "S01-S50".

Program:

Resumes, Spec, & Food

• group02
• group08
• group11

• group09
• group05
• group12
• group03

• group10
• group07
• group04

• group06
• group01