SpinFlow parametrizes traffic phases with a latent spin vector and competitive-equilibrium mapping, then uses physics-regularized EM to invert the field from trajectories and localize transitions via a new PED metric.
A threshold selection method from gray-level histograms
5 Pith papers cite this work. Polarity classification is still indexing.
5
Pith papers citing it
representative citing papers
AssistDLO combines multi-view state estimation, visual assistance, and a geometry-aware shared-autonomy controller using control barrier functions for DLO teleoperation, with a user study showing that benefits depend on user expertise and object properties.
A data-adaptive probabilistic intensity remapping framework using Gaussian POVMs enables continuous, structure-preserving transformations in grayscale images with tunable sharpness and component resolution.
A 360 RGB video pipeline using SfM, Grounded SAM, and RANSAC achieves 5-9% median relative DBH error, only 2-4% above LiDAR, on 61 acquisitions of 43 trees.