Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups

Zhewei Wang, Bibo Shi, Charles D. Smith +1

In this paper, we propose a nonlinear distance metric learning scheme based on the fusion of component linear metrics. Instead of merging displacements at each data point, our mode…