Spike transformer: Monocular depth estimation for spiking camera

J Zhang, L Tang, Z Yu, J Lu, T Huang - European Conference on Computer …, 2022 - Springer
Spiking camera is a bio-inspired vision sensor that mimics the sampling mechanism of the
primate fovea, which has shown great potential for capturing high-speed dynamic scenes …

Enhancing motion deblurring in high-speed scenes with spike streams

S Chen, J Zhang, Y Zheng… - Advances in Neural …, 2023 - proceedings.neurips.cc
Traditional cameras produce desirable vision results but struggle with motion blur in high-
speed scenes due to long exposure windows. Existing frame-based deblurring algorithms …

Optical flow estimation for spiking camera

L Hu, R Zhao, Z Ding, L Ma, B Shi… - Proceedings of the …, 2022 - openaccess.thecvf.com
As a bio-inspired sensor with high temporal resolution, the spiking camera has an enormous
potential in real applications, especially for motion estimation in high-speed scenes …

Learning optical flow from continuous spike streams

R Zhao, R Xiong, J Zhao, Z Yu… - Advances in Neural …, 2022 - proceedings.neurips.cc
Spike camera is an emerging bio-inspired vision sensor with ultra-high temporal resolution.
It records scenes by accumulating photons and outputting continuous binary spike streams …

Learning to super-resolve dynamic scenes for neuromorphic spike camera

J Zhao, R Xiong, J Zhang, R Zhao, H Liu… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Spike camera is a kind of neuromorphic sensor that uses a novel``integrate-and-
fire''mechanism to generate a continuous spike stream to record the dynamic light intensity …

NeuroZoom: Denoising and super resolving neuromorphic events and spikes

P Duan, Y Ma, X Zhou, X Shi, ZW Wang… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Neuromorphic cameras are emerging imaging technology that has advantages over
conventional imaging sensors in several aspects including dynamic range, sensing latency …

Spireco: Fast and efficient recognition of high-speed moving objects with spike cameras

J Zhao, S Zhang, Z Yu, T Huang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Benefited from the high temporal resolution and high dynamic range, spike cameras have
shown great potential in recognizing high-speed moving objects. However, the computer …

Super-Resolution Reconstruction from Bayer-Pattern Spike Streams

Y Dong, R Xiong, J Zhang, Z Yu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Spike camera is a neuromorphic vision sensor that can capture highly dynamic scenes by
generating a continuous stream of binary spikes to represent the arrival of photons at very …

Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations

R Zhao, R Xiong, J Zhao, J Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
As a bio-inspired vision sensor with ultra-high speed spike cameras exhibit great potential in
recording dynamic scenes with high-speed motion or drastic light changes. Different from …

Recurrent spike-based image restoration under general illumination

L Zhu, Y Zheng, M Geng, L Wang… - Proceedings of the 31st …, 2023 - dl.acm.org
Spike camera is a new type of bio-inspired vision sensor that records light intensity in the
form of a spike array with high temporal resolution (20,000 Hz). This new paradigm of vision …