Event-Based Vision: A New Standard for Machine Vision and AI

Event: CVPR 2021 Workshop on Event-Based Vision · Duration: 26 min · ▶ Watch on YouTube

Abstract

This presentation by Prophesee’s CEO, Luca Verre, explores the rapid growth and adoption of event-based vision technology as a new standard for machine vision and artificial intelligence. He details market forecasts predicting a multi-billion dollar opportunity by 2030, driven by applications in mobile, industrial, surveillance, and automotive sectors. Verre showcases Prophesee’s advanced sensor generations, comprehensive software suite, and key collaborations with industry leaders like Sony and Xperi, demonstrating real-world applications in driver monitoring, autonomous systems, cell therapy, and industrial quality control.

Speakers

  • Luca Verre — Prophesee

Talks (1)

  • 00:00:00 — Luca Verre: Event-Based Vision: A New Standard for Machine Vision and AI
    • Luca Verre, CEO and Co-founder of Prophesee, discusses the growing market opportunity for event-based vision technology, highlighting its disruptive potential across various industries and Prophesee’s end-to-end solutions and ecosystem partnerships.

Key Takeaways

  • Event-based vision technology is poised for significant market growth, with neuromorphic AI computing and sensing projected to be a multi-billion dollar opportunity by 2030, penetrating various sectors including mobile, industrial, and automotive.
  • Prophesee offers an end-to-end solution comprising advanced event-based sensors (up to Gen 4 HD with Sony collaboration) and a comprehensive Metavision Intelligence software suite, including 95 algorithms and an OpenEB open-source architecture.
  • Event-based vision provides robust performance in challenging conditions like low light and fast motion, enabling breakthroughs in applications such as in-cabin driver monitoring, advanced driver-assisted systems with 5-millisecond reaction times, and real-time cell batch sterility testing.
  • The technology facilitates innovative solutions like live deblurring for improved image quality, precise vibration monitoring for predictive maintenance, high-speed particle counting, spatter monitoring in welding, and efficient crowd detection and tracking with low compute power.
  • Prophesee emphasizes strong ecosystem partnerships with leading companies and research institutions (e.g., Sony, Xperi, Terranet, Cambridge Consultants, GenSight Biologics, DARPA) to accelerate the adoption and development of event-based vision across diverse applications.

Methods / Models / Datasets Mentioned

  • Metavision Sensing
  • Metavision Intelligence
  • OpenEB
  • VoxelFlow
  • Optogenetic Therapy

Topics

Event-Based Vision · Neuromorphic AI · Machine Vision · Artificial Intelligence · Sensor Technology · Software Development Kit · Driver Monitoring Systems · Autonomous Driving · Cell Therapy · Industrial Automation

Notes

Open for commentary — connections to other work, critiques, follow-up reading.