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Jiyu Xie

3 accepted papers

2026

Spk2VidNet: A Hierarchical Recurrent Architecture for High-Fidelity Video Reconstruction from Long Spike-Camera Streams

CVPR 2026

Spike camera is a neuromorphic vision sensor with ultra-high temporal resolution, capable of capturing fast-moving scenes by firing a stream of binary spikes. However, its relatively low spatial resolution limits the acquisition of fine-grained visual details, motivating research on spike camera sup

Cited by 0SourceScholar
2025

High Dynamic Range Imaging with Time-Encoding Spike Camera

NeurIPS 2025poster

As a bio-inspired vision sensor, spike camera records light intensity by accumulating photons and firing a spike once a preset threshold is reached. For high-light regions, the accumulated photons may reach the threshold multiple times within a readout interval, while only one spike can be stored an…

Cited by 0SourceScholar
2021

Super Resolve Dynamic Scene From Continuous Spike Streams

ICCV 2021poster

Recently, a novel retina-inspired camera, namely spike camera, has shown great potential for recording high-speed dynamic scenes. Unlike the conventional digital cameras that compact the visual information within the exposure interval into a single snapshot, the spike camera continuously outputs bin…

Cited by 44PDFScholar