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Event Cameras Meet SPADs for High-Speed, Low-Bandwidth Imaging
April 18, 2024, 4:45 a.m. | Manasi Muglikar, Siddharth Somasundaram, Akshat Dave, Edoardo Charbon, Ramesh Raskar, Davide Scaramuzza
cs.CV updates on arXiv.org arxiv.org
Abstract: Traditional cameras face a trade-off between low-light performance and high-speed imaging: longer exposure times to capture sufficient light results in motion blur, whereas shorter exposures result in Poisson-corrupted noisy images. While burst photography techniques help mitigate this tradeoff, conventional cameras are fundamentally limited in their sensor noise characteristics. Event cameras and single-photon avalanche diode (SPAD) sensors have emerged as promising alternatives to conventional cameras due to their desirable properties. SPADs are capable of single-photon sensitivity …
abstract arxiv bandwidth cameras cs.cv eess.iv event face images imaging light low noise performance photography results sensor speed trade trade-off type
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