1. IEEE Signal Processing Magazine
2. Signal Processing Digital Library*
3. Inside Signal Processing Newsletter
4. SPS Resource Center
5. Career advancement & recognition
6. Discounts on conferences and publications
7. Professional networking
8. Communities for students, young professionals, and women
9. Volunteer opportunities
10. Coming soon! PDH/CEU credits
Click here to learn more.
News and Resources for Members of the IEEE Signal Processing Society
An understanding of how the human visual system works is essential for many applications in computer vision, computer graphics, computational photography, psychology, sociology, and human-computer-interaction. To provide the research community with access to easier, cheaper eye tracking data for developing and evaluating computational models for human visual attention, this thesis introduces a webcam-based gaze tracking system that supports large-scale, crowdsourced eye tracking deployed on a crowd-sourcing platform. By using this tool, the authors also provide a benchmark data set to quantitatively compare existing and future models for saliency prediction. To explore where people look while performing complicated tasks in an interactive environment, the authors introduce a method to synthesize user interface layouts, present a computational model to predict users' spatio-temporal visual attention for graphical user interfaces, and show that their model outperforms existing methods. In addition, the authors explore how visual stimuli affect brain signals extracted by fMRI. Their tool for crowd-sourced eye tracking, a large data set for scene image saliency, models for user interface layouts synthesis and visual attention prediction and study for visual stimuli driven change of brain connectivity should be useful resources for future researchers to create more powerful computational models for human visual attention.
|Call for Nominations: IEEE Technical Field Awards||15 January 2024|
|Call for Officer Nominations: Vice President-Technical Directions||19 January 2024|
|Call for Nominations for IEEE SPS Editors-in-Chief||31 January 2024|
|Nominate an IEEE Fellow today!||7 February 2024|
© Copyright 2023 IEEE – All rights reserved. Use of this website signifies your agreement to the IEEE Terms and Conditions.
A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity.