mlsanityData to 7 Oct 2026

Spike Camera and Its Coding Methods

arXiv 2104.04669 ↗First posted 10 Apr 2021cs.MMcited by 19

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Abstract (arXiv)

This paper introduces a spike camera with a distinct video capture scheme and proposes two methods of decoding the spike stream for texture reconstruction. The spike camera captures light and accumulates the converted luminance intensity at each pixel. A spike is fired when the accumulated intensity exceeds the dispatch threshold. The spike stream generated by the camera indicates the luminance variation. Analyzing the patterns of the spike stream makes it possible to reconstruct the picture of any moment which enables the playback of high speed movement.

Key facts. Cited by 19 papers in the map (data through 7 Oct 2026). First posted on arXiv 10 Apr 2021.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2022: 1; 2023: 4; 2024: 6; 2025: 7; 2026: 1.

19 papers.

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  1. 2022Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfercited by 8
  2. 2023SpikeCV: Open a Continuous Computer Vision Eracited by 7
  3. 2024Spike-NeRF: Neural Radiance Field Based On Spike Cameracited by 6
  4. 2023Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Viewscited by 5
  5. 2024SpikeGS: Reconstruct 3D scene via fast-moving bio-inspired sensorscited by 5
  6. 2024SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Cameracited by 4
  7. 2024Finding Visual Saliency in Continuous Spike Streamcited by 3
  8. 2024Quanta Video Restorationcited by 3
  9. 2025SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videoscited by 3
  10. 2023SpikeCodec: An End-to-end Learned Compression Framework for Spiking Cameracited by 2
  11. 2023Training Robust Spiking Neural Networks with ViewPoint Transform and SpatioTemporal Stretchingcited by 1
  12. 2025SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streamscited by 1
7 more
  1. 2025SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streamscited by 1
  2. 2024SwinSF: Image Reconstruction from Spatial-Temporal Spike Streamscited by 0
  3. 2025Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Camerascited by 0
  4. 2025SpikePingpong: Spike Vision-based Fast-Slow Pingpong Robot Systemcited by 0
  5. 2025SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalitiescited by 0
  6. 2025Driving in Spikes: An Entropy-Guided Object Detector for Spike Camerascited by 0
  7. 2026Neuromorphic Object Detection: An In-Depth Study and Future Directionscited by 0