The accelerated collection of detailed real-world 3D data in the form ever-larger point clouds is sparking a demand for novel visualization techniques that are capable rendering billions primitives real-time. We propose software rasterization pipeline up to two billion points real-time (60 FPS) on commodity hardware. Improvements over state art achieved by batching points, enabling number batch...

Accurate determination of crop phenology information is essential for effective field management and decision-making processes. Remote sensing time series analyses are widely employed to extract the phenological stages. Each crop’s stage has its unique characteristic on plant, while satellite-derived refers some key transition dates in satellite observations. Current techniques primarily estima...