Unsupervised optical flow estimation with dynamic timing representation for spike camera
Efficiently selecting an appropriate spike stream data length to extract precise information is
the key to the spike vision tasks. To address this issue, we propose a dynamic timing …
the key to the spike vision tasks. To address this issue, we propose a dynamic timing …
Super-Resolution Reconstruction from Bayer-Pattern Spike Streams
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 …
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
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 …
recording dynamic scenes with high-speed motion or drastic light changes. Different from …
Spikenvs: Enhancing novel view synthesis from blurry images via spike camera
G Dai, Z Wang, Q Xu, M Lu, W Chen, B Shi… - arXiv preprint arXiv …, 2024 - arxiv.org
One of the most critical factors in achieving sharp Novel View Synthesis (NVS) using neural
field methods like Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) is the …
field methods like Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) is the …
Learning to Robustly Reconstruct Dynamic Scenes from Low-Light Spike Streams
Spike camera with high temporal resolution can fire continuous binary spike streams to
record per-pixel light intensity. By using reconstruction methods, the scene details in high …
record per-pixel light intensity. By using reconstruction methods, the scene details in high …
Learning to Robustly Reconstruct Low-light Dynamic Scenes from Spike Streams
As a neuromorphic sensor with high temporal resolution, spike camera can generate
continuous binary spike streams to capture per-pixel light intensity. We can use …
continuous binary spike streams to capture per-pixel light intensity. We can use …
Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
The spiking camera is an emerging neuromorphic vision sensor that records high-speed
motion scenes by asynchronously firing continuous binary spike streams. Prevailing image …
motion scenes by asynchronously firing continuous binary spike streams. Prevailing image …
A Light-robust Reconstruction Method for Spike Camera
Spike camera with high temporal resolution can fire continuous binary spike streams to
record per-pixel light intensity. By using reconstruction methods, the scene details in high …
record per-pixel light intensity. By using reconstruction methods, the scene details in high …