2nd edition · IJCNN 2025

Archived edition

Eyes of the Future

Integrating Artificial Intelligence in Smart Eyewear (IAISE)

The 2025 edition broadened the series from computer vision toward artificial intelligence, connecting machine learning, eye tracking and deployable smart-eyewear systems.

7accepted papers
≈40attendees
9invited speakers

July 4, 2025 · 10:00–18:00

Program

A full-day program of invited talks, short paper presentations, a poster session and the workshop awards ceremony.

10:00–10:15
Opening by the organizers
Welcome
10:15–10:50
Chiara Bartolozzi · IIT
Keynote
10:50–11:25
Cristina Palmero · King’s College London
Keynote
11:25–12:00
Mihai Bâce · KU Leuven
Keynote
12:00–12:30
Paper presentations · 4 papers, 4 minutes each
Contributed papers
12:30–13:05
Michele Magno · ETH Zurich
Keynote
13:05–14:00
Lunch break
Break
14:00–14:35
Roberto Vezzani · University of Modena and Reggio Emilia
Keynote
14:35–15:10
Daniele Nardi · Sapienza University of Rome
Keynote
15:10–15:45
Raffaele Capoccia · Meta
Keynote
15:45–16:15
Daniele Perrone · Prophesee
Keynote
16:15–16:30
Paper presentations · 3 papers, 4 minutes each
Contributed papers
16:30–17:00
Coffee break and poster session
Posters & networking
17:00–17:35
Antonino Furnari · University of Catania
Keynote
17:35–18:00
Awards ceremony and closing remarks
Closing

Invited talks

Invited Speakers

The final lineup combined eye tracking, low-power sensing, edge AI, egocentric vision and AI image sensors for wearable devices.

Chiara Bartolozzi

Chiara Bartolozzi

Italian Institute of Technology

TalkEvent-driven vision to unlock low-latency real-time applications

Cristina Palmero

King's College London

TalkTowards Robust Eye Tracking for Everyday Smart Eyewear Use

Mihai Bâce

Mihai Bâce

KU Leuven

TalkToward Everyday Sensing and Modelling of Gaze Behavior

Michele Magno

Michele Magno

ETH Zurich

TalkOpenEdgeETH Glasses: A Fully Open, Ultra-Efficient On-Device AI Platform for Smart Eyewear

Roberto Vezzani

Roberto Vezzani

University of Modena and Reggio Emilia

TalkListen and watch what matters: research projects with smart glasses at AImageLab

Daniele Nardi

Sapienza University of Rome

TalkDeploying AI vision models on edge devices: a case report

Raffaele Capoccia

Meta

TalkAI Sensors for Wearables

Daniele Perrone

Prophesee

TalkWhat are event-based cameras good for?

Antonino Furnari

Antonino Furnari

University of Catania

TalkEgocentric Vision as a Bridge for Human-AI Collaboration

Recognition

Awards

Best Paper Awards

Three submissions recognized

The workshop recognized three submissions based on novelty, impact and research quality during the closing session.

Workshop contributions

Accepted Papers

Seven accepted papers covering efficient embedded vision, adaptive smart eyewear, eye tracking, tensor quantization, eye segmentation, neuromorphic sensing and active learning.

  1. A Comparative Study of Lightweight Vision Models on Embedded Accelerator DevicesGreta Corti; Christian Veronesi; Pietro Bartoli; Sara Pidò; Andrea Giudici; Francesca Palermo; Diana Trojaniello; Matteo Matteucci; Simone Mentasti
  2. Adaptive Tint Control for Smart Electrochromic EyewearSimon Weinberger; Jairo Cugliari
  3. Deep Neural Networks with an Adaptive Runtime for Eye Tracking on Smart GlassesWolfgang Fuhl
  4. Energy-efficient management of AI applications for Smart Eyewears with tensor quantizationAbednego Wamuhindo Kambale; Samin Shokrivahed; Giacomo Verticale; Francesca Palermo; Diana Trojaniello; Danilo Ardagna
  5. Maximizing Eye Segmentation Accuracy with YOLOArianna De Vecchi; Sabrina Azzi; Pietro Bartoli; Marco Paracchini; Diana Trojaniello; Federica Villa
  6. Neuromorphic eye tracking: a surveySimone Mentasti; Andrea Simpsi; Andrea Aspesi; Aaron Tognoli; Luca Merigo; Matteo Matteucci
  7. TActiLE: Tiny Active LEarning for wearable devicesMassimo Pavan; Claudio Galimberti; Manuel Roveri

Organizing committee

Organizers

The edition was organized jointly by researchers from EssilorLuxottica and Politecnico di Milano.

Francesca Palermo

EssilorLuxottica

Simone Mentasti

Politecnico di Milano

Giulio Marano

EssilorLuxottica

Alberto Pettenella

EssilorLuxottica

Hazem Hesham Yousef Shalby

Politecnico di Milano

Manuel Roveri

Politecnico di Milano

Luca Merigo

EssilorLuxottica

Diana Trojaniello

EssilorLuxottica

Matteo Matteucci

Politecnico di Milano

Workshop gallery

Photos

Photographs from the second Eyes of the Future edition, held at IJCNN 2025 in Rome.

Workshop series

Explore the Editions

Move between the current workshop and the preserved archive pages without leaving the EOF site.

2024 · ECCV · Milan

ICVSE 2024

The first Eyes of the Future workshop, focused on computer vision for smart eyewear.

Explore archive
2025 · IJCNN · Rome

IAISE 2025

The AI-focused edition at IJCNN 2025.

This archive
2027 · WACV · Florida

EOF 2027

The current edition on deployable vision and AI for smart eyewear.

Current edition