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Seeing the Unseen in Low-light Spike Streams

27 September 2025
Liwen Hu
Yang Li
Mianzhi Liu
Yijia Guo
Shenghao Xie
Z. Ding
Tiejun Huang
Lei Ma
    DiffM
ArXiv (abs)PDFHTML
Main:8 Pages
8 Figures
Bibliography:2 Pages
4 Tables
Abstract

Spike camera, a type of neuromorphic sensor with high-temporal resolution, shows great promise for high-speed visual tasks. Unlike traditional cameras, spike camera continuously accumulates photons and fires asynchronous spike streams. Due to unique data modality, spike streams require reconstruction methods to become perceptible to the human eye.

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