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Quanta Perception as Probabilistic Events
Not provided in the abstract
quanta sensingrobotic visionreal-time processing
2608.27584
Builder Relevance
2h ago80%
Abstract
This paper introduces a computational primitive for real-time quanta perception from individual photon detections, enabling perception in extreme conditions.
Reality Card
Core Claim
The proposed method processes photon streams at over 50,000 quanta frames per second on commodity GPU hardware, achieving outputs up to four orders of magnitude faster than existing methods.
Method / Result
Processes input streams exceeding 50,000 quanta frames per second.
Limitations
The paper does not specify the authors or provide detailed experimental setups, which may hinder reproducibility.
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