Ultra-High Temporal Resolution Visual Reconstruction From a Fovea-Like Spike Camera via Spiking Neuron Model

Neuromorphic vision sensor is a new bio-inspired imaging paradigm emerged in recent years. It uses the asynchronous spike signals instead of the traditional frame-based manner to achieve ultra-high speed sampling. Unlike the dynamic vision sensor (DVS) that perceives movement by imitating the retina...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2023-01, Vol.45 (1), p.1233-1249
Hauptverfasser:	Zhu, Lin, Dong, Siwei, Li, Jianing, Huang, Tiejun, Tian, Yonghong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms bio-inspired vision Biomimetics Cameras Fovea Frames per second High speed Image quality Image reconstruction Image sensors Models, Neurological Neuromorphic vision sensor Neurons Retina spike camera spiking neuron model Temporal resolution texture reconstruction Vision Visual Perception - physiology Visualization Voltage control
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