Samsung (United States)

Short-Term Traffic Speed Prediction Integrating Traffic Flow Theory for Enhanced Urban Congestion Mitigation

Abstract Effective mitigation of urban traffic congestion requires accurate speed prediction. It also requires a proactive understanding of how traffic states evolve. Existing deep learning models often work as black boxes. They do not capture the underlying dynamics of traffic f...

Extending Spacewarp for Transparency: From Algebraic Blending to Alpha Compositing

Minimizing motion-to-photon (M2P) latency is a paramount challenge in Extended Reality (XR) systems. Reprojection techniques such as Spacewarp (SW) decouple rendering framerates from display refresh rates by synthesizing intermediate frames based on depth-informed 3D warps of the...