SpikeODE: Image Reconstruction for Spike Camera With Neural Ordinary Differential Equation

The recently invented retina-inspired spike camera has shown great potential for capturing dynamic scenes. However, reconstructing high-quality images from the binary spike data remains a challenge due to the existence of noises in the camera. This paper proposes SpikeODE, a novel approach to recons...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-11, Vol.34 (11), p.11142-11155
Hauptverfasser:	Yang, Chen, Li, Guorong, Wang, Shuhui, Su, Li, Qing, Laiyun, Huang, Qingming
Format:	Artikel
Sprache:	eng
Schlagworte:	Cameras Correlation Differential equations Image quality Image reconstruction Image restoration neural ordinary differential equation Noise measurement Ordinary differential equations Spatiotemporal phenomena Spike camera Streaming media temporal-spatial correlation
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