Workshop for Eye Tracking in Multimedia

Multimedia applications are designed to deliver a rich sensory experience. This event addresses how eye tracking ensure that this is true.

Multimedia applications are commonly targeted at the human sensory system. This fact renders subjectively perceived quality the ultimate performance metric in media applications. For visual media such as images and videos, eye tracking provides unprecedented insight into fundamental stages of visual perception. Moreover, it can be expected that eye trackers soon will become standard components in laptops, tablet computers, and smartphones. This allows to deepen our understanding of how humans perceive multimedia, interact with existing multimedia systems, and also to design novel applications that dynamically adapt according to an observer's gaze. In this workshop, we will explore how eye tracking can help to quantify and analyse visual multimedia aspects such as saliency and perceptual quality. ET-MM focuses more on data-driven algorithms and technology, including gaze based interfaces for control of multimedia applications.Details for the online Zoom event will be released to registrants 48 hours before the event on 31 May 2020.<h2>Program </h2>See Twitter <a href="https://twitter.com/LewisChuang/status/1265649750759673856" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">thread</a> for content description, click on titles for link to papers.<h3>13.05 hrs: Keynote</h3>Predicting eye movements in images and video: Recent progress and future challenges<a href="https://t.co/XDyYGtEssF?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer"></a><a href="https://t.co/XDyYGtEssF?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Dr. Thomas Wallis</a> (Amazon Tübingen, Tübingen, Germany)<h3>14.00 hrs: Session 1</h3><a href="https://t.co/YRoTJKVbAz?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Sequence Models in Eye Tracking: Predicting Pupil Diameter During Learning</a>Sharath C Koorathota, Kaveri Thakoor, Patrick Adelman, Yaoli Mao, Xueqing Liu, Paul Sajda (Department of Biomedical Engineering, Columbia University, New York, New York, United States; Fractal Media, New York, New York, United States)<a href="https://t.co/6x098YYUwi?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Gaze Estimation in the Dark with Generative Adversarial Networks</a>Jung-Hwa Kim, Jin-Woo (Jeong Kumoh National Institute of Technology, Gumi, Republic of Korea)<a href="https://t.co/J4gtQm8lyj?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Analyzing Transferability of Happiness Detection via Gaze Tracking in Multimedia Applications</a>David Bethge, Lewis Chuang, Tobias Grosse-Puppendahl (Porsche AG, Stuttgart, Germany; LMU Munich, Germany)<h3>15.00 hrs: Session 2</h3><a href="https://t.co/iei6WOlnzs?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Gaze Data for Quality Assessment of Foveated Video</a>Oliver Wiedemann, Dietmar Saupe (University of Konstanz, Konstanz, Germany)<a href="https://t.co/0ZqJ1SdArV?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Toward A Gaze-Enabled Assistance System</a>Kenan Bektas University of St. Gallen, Institute of Computer Science (ICS-HSG), St. Gallen, Switzerland<a href="https://t.co/YsfieyZ2cn?amp=1" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Implications of Eye Tracking Research to Cinematic Virtual Reality</a>Sylvia Rothe, Lewis Chuang (LMU Munich, Germany)<h3>16.00hrs: Session 3</h3>Open Discussion: Future challenges in eye tracking for multimedia research

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Workshop for Eye Tracking in Multimedia

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