PROGRAM

PROGRAM OUTLINE: 

• 09:00 - 09:10 • Opening by the Organizers • 10 minutes

• 09:10 - 09:30 • Keynote speech by Jakob Engel (Meta, Reality Labs, Seattle, USA) • 20 minutes

• 09:30 - 09:50 • Keynote speech by Giovanni Maria Farinella (Università di Catania, Catania, Italy) • 20 minutes

• 09:50 - 10:30 • Speed Poster Presentation • 3 minutes each

  • • • • 1. 1. Helios: An extremely low power event-based gesture recognition for always-on smart eyewear

             2. Towards Resource-aware Visual Inertial SLAM

             3. Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses With TinyissimoYOLO

             4. Evaluating Human Pose Estimation Algorithms for Resource-Constrained Smart Eyewear Device

             5. Selective Merging Schedule for Vision Transformers on Edge Devices

             6. Towards Real-Time Online Egocentric Action Recognition on Smart Eyewear

             7. Normalized Validity Scores for DNNs in Regression based Eye Feature Extraction and Real-Time Models for the Raspberry Pi,

             8. Real-Time 2nd-order Gaze Metrics

             9. CondSeg: Ellipse Estimation of Pupil and Iris via Conditioned Segmentation

             10. Towards Unsupervised Eye-Region Segmentation for Eye Tracking

             11. Towards Low-power, High-frequency Gaze Direction Tracking with an Event-camera

             12. High-frequency near-eye ground truth for event-based eye tracking

• 10:30 - 11:30 • Coffee break and poster session

• 11:30 - 11:50 • Keynote speech by Elisabetta Farella (FBK, Trento, Italy) • 20 minutes

• 11:50 - 12:10 • Keynote speech by Yoichi Sato (Institute of Industrial Science, Tokyo, Japan) • 20 minutes

• 12:10 - 12:30 • Keynote speech by Enkelejda Kasneci (TUM, Munich, Germany) • 20 minutes

• 12:30 - 13:00 • Awards Ceremony and Closing Remarks

Room: Suite 9

ACCEPTED PAPERS:

• Real-Time 2nd-order Gaze Metrics, Andrew Duchowski (Clemson University); Krzysztof Krejtz (SWPS University); Izabela Krejtz (SWPS Uniwersytet Humanistycznospołeczny)

• Normalized Validity Scores for DNNs in Regression based Eye Feature Extraction and Real-Time Models for the Raspberry Pi, Wolfgang Fuhl (University of Tuebingen)

• Helios: An extremely low power event-based gesture recognition for always-on smart eyewear, Prarthana Bhattacharyya (Ultraleap); Joshua Mitton (Ultraleap); Ryan F Page (Ultraleap); Richard G Vigars (Ultraleap); Louis Berridge (Ultraleap); Owen Morgan (Ultraleap Inc); Kemi Jacobs (Ultraleap); Ben Menzies (Ultraleap); Gabriel Homewood (Ultraleap Ltd); Christopher J Mair (Ultraleap); Taru Muhonen (Ultraleap); Rory Clark (Ultraleap); Paolo Baesso (Ultraleap); Dave Trickett (Ultraleap); Iain Wallace (Ultraleap)

• CondSeg: Ellipse Estimation of Pupil and Iris via Conditioned Segmentation, Zhuang Jia (Bytedance); Jiangfan Deng (ByteDance); Liying Chi (Bytedance); Xiang Long (Bytedance); Daniel Kang Du (ByteDance Inc.)

• Towards Unsupervised Eye-Region Segmentation for Eye Tracking, Jiangfan Deng (ByteDance); Zhuang Jia (Bytedance); Zhaoxue Wang (Bytedance); Xiang Long (Bytedance); Daniel Kang Du (ByteDance Inc.)

• Towards Low-power, High-frequency Gaze Direction Tracking with an Event-camera, Yvonne Vullers (Eindhoven University of Technology); Luna Gava (Italian Institute of Tecnology); Arren Glover (Istituto Italiano di Tecnologia); Chiara Bartolozzi (Istituto Italiano di Tecnologia)

• Towards Resource-aware Visual Inertial SLAM, Giovanni Affatato (Politecnico di Milano); Marco Paracchini (Politecnico di Milano); Francesca Palermo (Luxottica); Diana Trojaniello (Luxottica); Tommaso Ongarello (Luxottica); Marco Marcon (Politecnico di Milano); Stefano Tubaro (Politecnico di Milano, Italy)

• Evaluating Human Pose Estimation Algorithms for Resource-Constrained Smart Eyewear Device, Hao Quan (Politecnico di Milano); Francesca Palermo (Luxottica); Simone Mentasti (Politecnico di Milano); Diana Trojaniello (Luxottica); Matteo Matteucci (Politecnico di Milano)

• Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses With TinyissimoYOLO, Julian Moosmann (ETH Zürich); Pietro Bonazzi (ETH Zürich); Philipp Mayer (ETH Zurich); Yawei Li (ETH Zurich); Sizhen Bian (ETH Zürich); Luca Benini (ETHZ, University of Bologna); Michele Magno (ETH Zurich)

• Towards Real-Time Online Egocentric Action Recognition on Smart Eyewear, Riccardo Santambrogio (Politecnico di Milano); Federico Caspani (Politecnico di Milano); Greta Corti (Politecnico di Milano); Francesca Palermo (Luxottica); Simone Mentasti (Politecnico di Milano); Diana Trojaniello (Luxottica); Matteo Matteucci (Politecnico di Milano)

• High-frequency near-eye ground truth for event-based eye tracking, Andrea Simpsi (Polimi); Andrea Aspesi (Polimi/Luxottica); Simone Mentasti (Politecnico di Milano); Luca Merigo (Luxottica Srl); Tommaso Ongarello (Luxottica Srl); Matteo Matteucci (Politecnico di Milano)

• Selective Merging Schedule for Vision Transformers on Edge Devices, Shivam Aggarwal (National University of Singapore); Pranav Venkatram (National University of Singapore, Singapore); Tulika Mitra (National University of Singapore)