A rolling-mixed-bit readout interleaves multi-bit spikings with single-bit streams, and RMB-Net fuses them via cross-bit and cross-time attention to reconstruct HDR and HFR video with less than 2% extra data volume.
Self-supervised denoising on real mosaicked chromatic spikes plus progressive warping for pseudo long-term exposure frames enables 2000 FPS color HDR reconstruction with reduced noise and motion blur.
A zero-shot diffusion framework reconstructs high-quality color video from chromatic spike streams and sub-millisecond intervals without paired training data.
Differential focus volumes built from event streams prompt the network toward geometrically informative regions, improving dense metric depth accuracy and edge preservation.
A rapidly rotating SpokeND filter produces multi-attenuated spikes that jointly support high frame rate and high dynamic range video reconstruction.
Monocular mixed spikes enable 240 FPS stereo vision by recovering disparity from temporally interleaved spike measurements.