Single-Photon Revolution: Ubicept’s Vision for Machine Perception
from Amelia's Weekly Fish Fry Hosted by EEJournal.com
This week my esteemed guest is Ubicept CEO & Co-Founder Sebastian Bauer. Sebastian and I delve into Ubicept's mission and discuss the inherent limitations of today's computer vision systems. We explore Ubicept's core strength: working with Single-Photon Avalanche Diode (SPAD) sensors, and where Sebastian sees bottlenecks are popping up as SPAD sensors become more accessible. Finally, we discuss the transition of the computer vision industry to single-photon perception and what Sebastian thinks the biggest hurdles will be for new customers moving forward.
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Chapters
- 0:00 Intro — Episode 665
- 0:28 Show & Guest Preview — Amelia introduces Ubicept and Sebastian Bauer
- 1:39 Welcome — Sebastian joins the show
- 1:53 Ubicept Origins — MIT & UW‑Madison research background
- 3:45 Limitations of Current Computer Vision Systems
- 5:35 Use Cases — Inspection, moving platforms, AI decision systems
- 6:13 SPAD Sensors Explained — Single‑photon advantages
- 7:42 UBICEPT’s Role — Processing photon data into imagery & perception
- 8:17 SPAD Challenges & Innovative Solutions
- 11:55 Roadmap — Software‑defined sensor, 3D capture, gated & multi‑modal sensing
- 13:03 Industry Transition & Adoption Hurdles (sensors, manufacturing, pricing)
- 14:19 Off‑the‑Cuff Question — Favorite meal (ramen)
- 15:09 Closing — Contact info, socials & resources
- 16:35 Final Sign‑off
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